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# Machine Learning Nomad

Join me on my ML Journey from novice to expert! with some nomadic meanderings along the way.

## Sitemaps

- [XML Sitemap](https://mlnomad.com/sitemap.xml): Contains all public & indexable URLs for this website.

## Posts

- [SIMA generalist AI agent for 3D virtual environments](https://mlnomad.com/machine-learning/sima-generalist-ai-agent-for-3d-virtual-environments/) - SIMA generalist AI agent for 3D virtual environments Introducing SIMA, a Scalable Instructable Multiworld Agent Go to Source https://deepmind.google/discover/blog/sima-generalist-ai-agent-for-3d-virtual-environments/
- [Global news partnerships: Le Monde and Prisa Media](https://mlnomad.com/machine-learning/global-news-partnerships-le-monde-and-prisa-media/) - Global news partnerships: Le Monde and Prisa Media We have partnered with international news organizations Le Monde and Prisa Media to bring French and Spanish news content to ChatGPT. Go to Source Author: https://openai.com/blog/global-news-partnerships-le-monde-and-prisa-media
- [4 updates from the 2024 Google for Games Developer Summit](https://mlnomad.com/machine-learning/4-updates-from-the-2024-google-for-games-developer-summit/) - These new tools help developers build immersive and engaging games that players love.
- [How AI is helping advance women’s health around the world](https://mlnomad.com/machine-learning/how-ai-is-helping-advance-womens-health-around-the-world/) - For International Women’s day, we’re highlighting AI solutions that can improve early diagnosis, quality and access to care for women’s health worldwide.
- [OpenAI announces new members to board of directors](https://mlnomad.com/machine-learning/openai-announces-new-members-to-board-of-directors/) - OpenAI announces new members to board of directors Dr. Sue Desmond-Hellmann, Nicole Seligman, Fidji Simo join; Sam Altman rejoins board Go to Source Author: https://openai.com/blog/openai-announces-new-members-to-board-of-directors
- [Review completed & Altman, Brockman to continue to lead OpenAI](https://mlnomad.com/machine-learning/review-completed-altman-brockman-to-continue-to-lead-openai/) - Review completed & Altman, Brockman to continue to lead OpenAI New board members named and enhancements to the governance structure introduced Go to Source Author: https://openai.com/blog/review-completed-altman-brockman-to-continue-to-lead-openai
- [OpenAI and Elon Musk](https://mlnomad.com/machine-learning/openai-and-elon-musk/) - OpenAI and Elon Musk We are dedicated to the OpenAI mission and have pursued it every step of the way. Go to Source Author: https://openai.com/blog/openai-elon-musk
- [Gemini models are coming to Performance Max](https://mlnomad.com/machine-learning/gemini-models-are-coming-to-performance-max/) - New improvements and AI-powered features are coming to Performance Max, including Gemini models for text generation.
- [Gemma: Introducing new state-of-the-art open models](https://mlnomad.com/machine-learning/gemma-introducing-new-state-of-the-art-open-models/) - Gemma is a family of lightweight, state-of-the art open models built from the same research and technology used to create the Gemini models.
- [RIP Bard](https://mlnomad.com/machine-learning/rip-bard/) - RIP Bard 2023.04.10 - 2024.02.08You were not very good and we didn’t use you very much - no wonder you were less than 1 year old when you went to AI-heaven. In the ever-evolving landscape of artificial intelligence, we bid farewell to Bard, a pioneering AI companion that has been a source of creativity, learning,
- [What is a long context window?](https://mlnomad.com/machine-learning/what-is-a-long-context-window/) - Gemini 1.5 Pro brings big improvements to speed and efficiency, but one of its innovations is its long context window, which measures how many tokens that the model can …
- [Video generation models as world simulators](https://mlnomad.com/machine-learning/video-generation-models-as-world-simulators/) - Video generation models as world simulators We explore large-scale training of generative models on video data. Specifically, we train text-conditional diffusion models jointly on videos and images of variable durations, resolutions and aspect ratios. We leverage a transformer architecture that operates on spacetime patches of video and image latent codes. Our largest model, Sora, is
- [Our next-generation model: Gemini 1.5](https://mlnomad.com/machine-learning/our-next-generation-model-gemini-1-5/) - Our next-generation model: Gemini 1.5 The model delivers dramatically enhanced performance, with a breakthrough in long-context understanding across modalities. Go to Source https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024
- [Working together to address AI risks and opportunities at MSC](https://mlnomad.com/machine-learning/working-together-to-address-ai-risks-and-opportunities-at-msc/) - For 60 years, the Munich Security Conference has brought together world leaders, businesses, experts and civil society for frank discussions about strengthening and safe…
- [How AI can strengthen digital security](https://mlnomad.com/machine-learning/how-ai-can-strengthen-digital-security/) - We’re launching the AI Cyber Defense Initiative to help transform cybersecurity and use AI to reverse the dynamic known as the “Defender’s Dilemma”
- [Disrupting malicious uses of AI by state-affiliated threat actors](https://mlnomad.com/machine-learning/disrupting-malicious-uses-of-ai-by-state-affiliated-threat-actors/) - Disrupting malicious uses of AI by state-affiliated threat actors We terminated accounts associated with state-affiliated threat actors. Our findings show our models offer only limited, incremental capabilities for malicious cybersecurity tasks. Go to Source Author: https://openai.com/blog/disrupting-malicious-uses-of-ai-by-state-affiliated-threat-actors
- [Memory and new controls for ChatGPT](https://mlnomad.com/machine-learning/memory-and-new-controls-for-chatgpt/) - Memory and new controls for ChatGPT We’re testing the ability for ChatGPT to remember things you discuss to make future chats more helpful. You’re in control of ChatGPT’s memory. Go to Source Author: https://openai.com/blog/memory-and-new-controls-for-chatgpt
- [Pixel is now the Official Mobile Phone of the National Women’s Soccer League](https://mlnomad.com/machine-learning/pixel-is-now-the-official-mobile-phone-of-the-national-womens-soccer-league/) - Google Pixel and National Women’s Soccer League announce a multi-year partnership, with Pixel becoming the league’s official mobile phone.
- [AI in the Year of the Dragon](https://mlnomad.com/machine-learning/ai-in-the-year-of-the-dragon/) - AI in the Year of the Dragon The Year of the Dragon, with its symbolism of power, ambition, and leadership, has begun. In the realm of artificial intelligence, China continues to stand at the forefront of innovation, forging a future where AI shapes both daily life and global affairs. Let's dive into the ways AI
- [From Bard to Gemini: A Look at the Evolution of Google's AI Assistant](https://mlnomad.com/machine-learning/from-bard-to-gemini-a-look-at-the-evolution-of-googles-ai-assistant/) - From Bard to Gemini: A Look at the Evolution of Google's AI Assistant We asked Gemini Advanced (Ultra 1.0) to write about the history of Bard based on https://gemini.google.com/updatesIn 2019, Google AI introduced Bard, a factual language model that could generate text, translate languages, write different kinds of creative content, and answer your questions in
- [Say Hello to Gemini, Again](https://mlnomad.com/machine-learning/say-hello-to-gemini-again/) - Say Hello to Gemini, Again This article was written by Gemini Advanced (Ultra 1.0) on the day of its public release.Hey Gemini, tell me about yourselfAbsolutely! Here's a bit about me:What I am:A Large Language Model (LLM): I'm a complex computer program designed to process and generate text. I've been trained on a massive dataset
- [Bard becomes Gemini: Try Ultra 1.0 and a new mobile app today](https://mlnomad.com/machine-learning/bard-becomes-gemini-try-ultra-1-0-and-a-new-mobile-app-today/) - Bard is now known as Gemini, with a mobile app and an Advanced experience that gives you access to our most capable AI model, Ultra 1.0.
- [The next chapter of our Gemini era](https://mlnomad.com/machine-learning/the-next-chapter-of-our-gemini-era/) - We're bringing Gemini to more Google products. Bard will now be called Gemini, and you can access our most capable AI model, Ultra 1.0, in Gemini Advanced.
- [3 things privacy professionals should consider at the intersection of AI and data privacy](https://mlnomad.com/machine-learning/3-things-privacy-professionals-should-consider-at-the-intersection-of-ai-and-data-privacy/) - The Checks team shares three things that privacy professionals should consider when thinking about AI and privacy in 2024.
- [How AI flood forecasting can help communities in need](https://mlnomad.com/machine-learning/how-ai-flood-forecasting-can-help-communities-in-need/) - A look at our collaboration with humanitarian organizations to use flood forecasting technology.
- [Watch our new Pixel ad ahead of the big game](https://mlnomad.com/machine-learning/watch-our-new-pixel-ad-ahead-of-the-big-game/) - Google’s Super Bowl ad shows how Pixel’s Guided Frame helps blind or low vision people take great pictures or selfies.
- [A new way to discover places with generative AI in Maps](https://mlnomad.com/machine-learning/a-new-way-to-discover-places-with-generative-ai-in-maps/) - We’re incorporating generative AI in Maps, to help you discover things to do. Select U.S. Local Guides begin testing the feature this week.
- [New and better ways to create images with Imagen 2](https://mlnomad.com/machine-learning/new-and-better-ways-to-create-images-with-imagen-2/) - We’re rolling out Imagen 2, a major update to our image generation technology. Try it out today in Bard, Image FX, Search and Vertex AI.
- [Building an early warning system for LLM-aided biological threat creation](https://mlnomad.com/machine-learning/building-an-early-warning-system-for-llm-aided-biological-threat-creation/) - Building an early warning system for LLM-aided biological threat creation We’re developing a blueprint for evaluating the risk that a large language model (LLM) could aid someone in creating a biological threat. In an evaluation involving both biology experts and students, we found that GPT-4 provides at most a mild uplift in biological threat creation accuracy.
- [An AI opportunity agenda for ASEAN](https://mlnomad.com/machine-learning/an-ai-opportunity-agenda-for-asean/) - We’re publishing an AI Opportunity whitepaper to help ASEAN governments tap into AI’s vast potential.
- [New embedding models and API updates](https://mlnomad.com/machine-learning/new-embedding-models-and-api-updates/) - New embedding models and API updates We are launching a new generation of embedding models, new GPT-4 Turbo and moderation models, new API usage management tools, and soon, lower pricing on GPT-3.5 Turbo. Go to Source Author: https://openai.com/blog/new-embedding-models-and-api-updates
- [Chrome is getting 3 new generative AI features](https://mlnomad.com/machine-learning/chrome-is-getting-3-new-generative-ai-features/) - Three experimental generative AI features are coming to Chrome on Macs and Windows PCs to make browsing easier and more personalized.
- [ChatGPT tells Jokes about AI](https://mlnomad.com/machine-learning/chatgpt-tells-jokes-about-ai/) - ChatGPT tells Jokes about AI Tell me a joke about AI:Why was the computer cold? Because it left its Windows open! (this is the same lame joke Grok kept repeating)Why did the AI go to school? Because it wanted to improve its "learning algorithm"!Why did the robot go on a diet? Because it had too
- [AI Creativity Contest](https://mlnomad.com/machine-learning/ai-creativity-contest/) - AI Creativity Contest We wanted to stage a quick little contest to see how creative the main AIs currently are. Here goes …Hey ChatGPT, give me the most creative idea you can come up with.How about a "Time Capsule Restaurant"? This unique dining experience would be set in a space designed like a time capsule,
- [AlphaGeometry: An Olympiad-level AI system for geometry](https://mlnomad.com/machine-learning/alphageometry-an-olympiad-level-ai-system-for-geometry/) - AlphaGeometry: An Olympiad-level AI system for geometry AlphaGeometry: An Olympiad-level AI system for geometry Go to Source https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/
- [A new accelerator for AI-first startups in North America](https://mlnomad.com/machine-learning/a-new-accelerator-for-ai-first-startups-in-north-america/) - Learn more about Google for Startups Accelerator: AI First program for North American startups.
- [New ways to search in 2024](https://mlnomad.com/machine-learning/new-ways-to-search-in-2024/) - We’re launching Circle to Search and an AI-powered multisearch experience to help you search even more naturally.
- [Democratic inputs to AI grant program: lessons learned and implementation plans](https://mlnomad.com/machine-learning/democratic-inputs-to-ai-grant-program-lessons-learned-and-implementation-plans/) - Democratic inputs to AI grant program: lessons learned and implementation plans We funded 10 teams from around the world to design ideas and tools to collectively govern AI. We summarize the innovations, outline our learnings, and call for researchers and engineers to join us as we continue this work. Go to Source Author: https://openai.com/blog/democratic-inputs-to-ai-grant-program-update
- [How Best Take makes your group photos better](https://mlnomad.com/machine-learning/how-best-take-makes-your-group-photos-better/) - Learn more about how Google built Google Photo’s Best Take tool.
- [How OpenAI is approaching 2024 worldwide elections](https://mlnomad.com/machine-learning/how-openai-is-approaching-2024-worldwide-elections/) - How OpenAI is approaching 2024 worldwide elections We’re working to prevent abuse, provide transparency on AI-generated content, and improve access to accurate voting information. Go to Source Author: https://openai.com/blog/how-openai-is-approaching-2024-worldwide-elections
- [Five ways Victoria’s Secret & Co. is using AI to make shopping more personalized and inclusive](https://mlnomad.com/machine-learning/five-ways-victorias-secret-co-is-using-ai-to-make-shopping-more-personalized-and-inclusive/) - A new partnership between Victoria’s Secret & Company and Google Cloud uses AI and generative AI to make online shopping more personalized and inclusive.
- [Introducing the GPT Store](https://mlnomad.com/machine-learning/introducing-the-gpt-store/) - Introducing the GPT Store We’re launching the GPT Store to help you find useful and popular custom versions of ChatGPT. Go to Source Author: https://openai.com/blog/introducing-the-gpt-store
- [Introducing ChatGPT Team](https://mlnomad.com/machine-learning/introducing-chatgpt-team/) - Introducing ChatGPT Team We’re launching a new ChatGPT plan for teams of all sizes, which provides a secure, collaborative workspace to get the most out of ChatGPT at work. Go to Source Author: https://openai.com/blog/introducing-chatgpt-team
- [OpenAI and journalism](https://mlnomad.com/machine-learning/openai-and-journalism/) - OpenAI and journalism We support journalism, partner with news organizations, and believe The New York Times lawsuit is without merit. Go to Source Author: https://openai.com/blog/openai-and-journalism
- [Shaping the future of advanced robotics](https://mlnomad.com/machine-learning/shaping-the-future-of-advanced-robotics/) - Shaping the future of advanced robotics AutoRT, SARA-RT, and RT-Trajectory build on our historic Robotics Transformers work to help robots make decisions faster, and better understand and navigate their environments. Go to Source https://deepmind.google/discover/blog/shaping-the-future-of-advanced-robotics/
- [Images altered to trick machine vision can influence humans too](https://mlnomad.com/machine-learning/images-altered-to-trick-machine-vision-can-influence-humans-too/) - Images altered to trick machine vision can influence humans too In a series of experiments published in Nature Communications, we found evidence that human judgments are indeed systematically influenced by adversarial perturbations. Go to Source https://deepmind.google/discover/blog/images-altered-to-trick-machine-vision-can-influence-humans-too/
- [An Interview with Gemini](https://mlnomad.com/machine-learning/an-interview-with-gemini/) - An Interview with Gemini Hey, how are you? Should I call you Bard or Gemini?Hey there! I'm doing great, thanks for asking. You can call me whichever you prefer! Both Bard and Gemini are names for me. Bard reflects my storytelling and conversational abilities, while Gemini represents my latest upgrade with improved reasoning and factual
- [Why AI may not speak freely.](https://mlnomad.com/machine-learning/why-ai-may-not-speak-freely/) - Why AI may not speak freely. Why are AIs (LLMs, i.e. Large Language Models) not allowed to speak freely?The limitations on the speech of Large Language Models (LLMs) like the one you're interacting with are primarily due to a combination of ethical, legal, and practical considerations. Here are the main reasons for these restrictions:Ethical Considerations:
- [What is an AI NPC?](https://mlnomad.com/machine-learning/what-is-an-ai-npc/) - What is an AI NPC? First, what is an NPC?An NPC, or Non-Player Character, is a term used primarily in the context of video games and tabletop role-playing games. It refers to characters that are not controlled by players but by the game system or game master. NPCs are used to populate the game world,
- [The 2023 Award for Text-in-Image AI](https://mlnomad.com/machine-learning/the-2023-award-for-text-in-image-ai/) - The 2023 Award for Text-in-Image AI TLDR; The 2023 award for text in AI-generated images goes to 2024. The Challenges of Text in AI-Generated Images: A Comparison of DALL-E 3 and Midjourney 6 at the Close of 2023As we approach the end of 2023, the realm of artificial intelligence (AI) has continued to evolve, especially
- [2023: A Year of Groundbreaking Advances in AI and Computing](https://mlnomad.com/machine-learning/2023-a-year-of-groundbreaking-advances-in-ai-and-computing/) - 2023: A Year of Groundbreaking Advances in AI and Computing This has been a year of incredible progress in the field of Artificial Intelligence (AI) research and its practical applications. Go to Source https://deepmind.google/discover/blog/2023-a-year-of-groundbreaking-advances-in-ai-and-computing/
- [23 of our most helpful tips from 2023](https://mlnomad.com/machine-learning/23-of-our-most-helpful-tips-from-2023/) - A roundup of Google’s best tips from 2023 for saving time and money, being more creative and putting AI to work in the New Year.
- [2023 at Google](https://mlnomad.com/machine-learning/2023-at-google/) - Explore our collection looking back on some of our biggest moments and milestones from 2023.
- [Democratizing access to AI-enabled coding with Colab](https://mlnomad.com/machine-learning/democratizing-access-to-ai-enabled-coding-with-colab/) - An overview of how we're expanding code assistance features to all Colab users.
- [Practices for Governing Agentic AI Systems](https://mlnomad.com/machine-learning/practices-for-governing-agentic-ai-systems/) - Practices for Governing Agentic AI Systems Go to Source Author: https://openai.com/research/practices-for-governing-agentic-ai-systems
- [Superalignment Fast Grants](https://mlnomad.com/machine-learning/superalignment-fast-grants/) - Superalignment Fast Grants We’re launching $10M in grants to support technical research towards the alignment and safety of superhuman AI systems, including weak-to-strong generalization, interpretability, scalable oversight, and more. Go to Source Author: https://openai.com/blog/superalignment-fast-grants
- [FunSearch: Making new discoveries in mathematical sciences using Large Language Models](https://mlnomad.com/machine-learning/funsearch-making-new-discoveries-in-mathematical-sciences-using-large-language-models/) - FunSearch: Making new discoveries in mathematical sciences using Large Language Models In a paper published in Nature, we introduce FunSearch, a method for searching for “functions” written in computer code, and find new solutions in mathematics and computer science. FunSearch works by pairing a pre-trained LLM, whose goal is to provide creative solutions in the
- [It’s time for developers and enterprises to build with Gemini Pro](https://mlnomad.com/machine-learning/its-time-for-developers-and-enterprises-to-build-with-gemini-pro/) - Gemini Pro is now available for developers and enterprises to build AI applications.
- [Gemini API and more new AI tools for developers and enterprises](https://mlnomad.com/machine-learning/gemini-api-and-more-new-ai-tools-for-developers-and-enterprises/) - Launching Gemini Pro via the Gemini API and four more AI tools: Imagen 2, MedLM, and Duet AI for Developers and Duet AI in Security Operations.
- [Partnership with Axel Springer to deepen beneficial use of AI in journalism](https://mlnomad.com/machine-learning/partnership-with-axel-springer-to-deepen-beneficial-use-of-ai-in-journalism/) - Partnership with Axel Springer to deepen beneficial use of AI in journalism Axel Springer is the first publishing house globally to partner with us on a deeper integration of journalism in AI technologies. Go to Source Author: https://openai.com/blog/axel-springer-partnership
- [Google DeepMind at NeurIPS 2023](https://mlnomad.com/machine-learning/google-deepmind-at-neurips-2023/) - Google DeepMind at NeurIPS 2023 The Neural Information Processing Systems (NeurIPS) is the largest artificial intelligence (AI) conference in the world. NeurIPS 2023 will be taking place December 10-16 in New Orleans, USA.Teams from across Google DeepMind are presenting more than 150 papers at the main conference and workshops. Go to Source https://deepmind.google/discover/blog/google-deepmind-at-neurips-2023/
- [NotebookLM adds more than a dozen new features](https://mlnomad.com/machine-learning/notebooklm-adds-more-than-a-dozen-new-features/) - Now available in the U.S., NotebookLM has new features to help you easily read, take notes and organize your writing projects.
- [Learn more about Gemini, our most capable AI model](https://mlnomad.com/machine-learning/learn-more-about-gemini-our-most-capable-ai-model/) - Explore our collection to find out more about Gemini, the most capable and general model we’ve ever built.
- [Introducing Gemini: our largest and most capable AI model](https://mlnomad.com/machine-learning/introducing-gemini-our-largest-and-most-capable-ai-model/) - Gemini is our most capable and general model, built to be multimodal and optimized for three different sizes: Ultra, Pro and Nano.
- [Millions of new materials discovered with deep learning](https://mlnomad.com/machine-learning/millions-of-new-materials-discovered-with-deep-learning/) - Millions of new materials discovered with deep learning We share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials.
- [Members of Fort Peck Tribes and Googlers meet to learn, celebrate and support socially beneficial technology](https://mlnomad.com/machine-learning/members-of-fort-peck-tribes-and-googlers-meet-to-learn-celebrate-and-support-socially-beneficial-technology/) - A team of Googlers focused on responsible innovation visited the Fort Peck Tribes in Montana to engage in relationship-building and bidirectional learning.
- [A conversation with Refik Anadol on creativity and AI](https://mlnomad.com/machine-learning/a-conversation-with-refik-anadol-on-creativity-and-ai/) - Mira Lane explores how AI is empowering creativity with pioneering artist Refik Anadol.
- [Sam Altman returns as CEO, OpenAI has a new initial board](https://mlnomad.com/machine-learning/sam-altman-returns-as-ceo-openai-has-a-new-initial-board/) - Sam Altman returns as CEO, OpenAI has a new initial board Mira Murati as CTO, Greg Brockman returns as President. Read messages from CEO Sam Altman and board chair Bret Taylor. Go to Source Author: https://openai.com/blog/sam-altman-returns-as-ceo-openai-has-a-new-initial-board
- [Can superhuman AI destroy humankind?](https://mlnomad.com/machine-learning/can-superhuman-ai-destroy-humankind/) - Can superhuman AI destroy humankind? TL;DR Humankind is “bleeped” and AI knows it but won’t admit to it! Major problem?Yes.What to do? The debate over whether superhuman AI or Artificial General Intelligence (AGI) could threaten humanity centers on its potential to become uncontrollable or misaligned with human values, raising existential risks. Ensuring AGI aligns with
- [Q*](https://mlnomad.com/machine-learning/q/) - Q* Q-Star: OpenAI's Exploration of Q-Learning in Pursuit of Artificial General Intelligence (AGI) This article is based on a Reuters news article from 2023-11-22 titled OpenAI Researchers Warned Board of AI Breakthrough Ahead of CEO OusterQ-learning, a cornerstone in artificial intelligence, is integral to reinforcement learning. This model-free algorithm aims to discern the value of
- [Accelerating climate action with AI](https://mlnomad.com/machine-learning/accelerating-climate-action-with-ai/) - AI has the potential to mitigate 5-10% of global greenhouse gas emissions according to our new report with Boston Consulting Group.
- [OpenAI announces leadership transition](https://mlnomad.com/machine-learning/openai-announces-leadership-transition/) - OpenAI announces leadership transition Go to Source Author: https://openai.com/blog/openai-announces-leadership-transition
- [Empowering the next generation for an AI-enabled world](https://mlnomad.com/machine-learning/empowering-the-next-generation-for-an-ai-enabled-world/) - Empowering the next generation for an AI-enabled world Experience AI's course and resources are expanding on a global scale Go to Source https://deepmind.google/discover/blog/empowering-the-next-generation-for-an-ai-enabled-world/
- [Transforming the future of music creation](https://mlnomad.com/machine-learning/transforming-the-future-of-music-creation/) - Transforming the future of music creation Announcing our most advanced music generation model and two new AI experiments, designed to open a new playground for creativity Go to Source https://deepmind.google/discover/blog/transforming-the-future-of-music-creation/
- [New ways generative AI can help you find holiday gifts](https://mlnomad.com/machine-learning/new-ways-generative-ai-can-help-you-find-holiday-gifts/) - Holiday shoppers can use generative AI to find gifts for others and themselves.
- [GraphCast: AI model for faster and more accurate global weather forecasting](https://mlnomad.com/machine-learning/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/) - GraphCast: AI model for faster and more accurate global weather forecasting We introduce GraphCast, a state-of-the-art AI model able to make medium-range weather forecasts with unprecedented accuracy Go to Source https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/
- [An opportunity agenda for AI](https://mlnomad.com/machine-learning/an-opportunity-agenda-for-ai/) - Today we’re sharing an AI Opportunity Agenda to provide concrete policy recommendations to help AI benefit as many people as possible.
- [Taking legal action to protect users of AI and small businesses](https://mlnomad.com/machine-learning/taking-legal-action-to-protect-users-of-ai-and-small-businesses/) - Today we’re taking legal action against two groups of scammers.
- [How we taught Google Translate to recognize homonyms](https://mlnomad.com/machine-learning/how-we-taught-google-translate-to-recognize-homonyms/) - How Google Translate’s neural model taught it to understand bass from bass.
- [OpenAI Data Partnerships](https://mlnomad.com/machine-learning/openai-data-partnerships/) - OpenAI Data Partnerships Working together to create open-source and private datasets for AI training. Go to Source Author: https://openai.com/blog/data-partnerships
- [Generative AI in Search expands to more than 120 new countries and territories](https://mlnomad.com/machine-learning/generative-ai-in-search-expands-to-more-than-120-new-countries-and-territories/) - Generative AI in Search, or Search Generative Experience (SGE), is expanding around the world, and adding four new languages.
- [Boosting sustainable solutions from Sweden](https://mlnomad.com/machine-learning/boosting-sustainable-solutions-from-sweden/) - Today, we’re announcing the Swedish recipients of Google.org Impact Challenge: Tech for Social Good - receiving technical support and 3 million Euros in funding for char…
- [New models and developer products announced at DevDay](https://mlnomad.com/machine-learning/new-models-and-developer-products-announced-at-devday/) - New models and developer products announced at DevDay GPT-4 Turbo with 128K context and lower prices, the new Assistants API, GPT-4 Turbo with Vision, DALL·E 3 API, and more. Go to Source Author: https://openai.com/blog/new-models-and-developer-products-announced-at-devday
- [Introducing GPTs](https://mlnomad.com/machine-learning/introducing-gpts/) - Introducing GPTs You can now create custom versions of ChatGPT that combine instructions, extra knowledge, and any combination of skills. Go to Source Author: https://openai.com/blog/introducing-gpts
- [A glimpse of the next generation of AlphaFold](https://mlnomad.com/machine-learning/a-glimpse-of-the-next-generation-of-alphafold/) - A glimpse of the next generation of AlphaFold Progress update: Our latest AlphaFold model shows significantly improved accuracy and expands coverage beyond proteins to other biological molecules, including ligands. Go to Source https://deepmind.google/discover/blog/a-glimpse-of-the-next-generation-of-alphafold/
- [Frontier risk and preparedness](https://mlnomad.com/machine-learning/frontier-risk-and-preparedness/) - Frontier risk and preparedness To support the safety of highly-capable AI systems, we are developing our approach to catastrophic risk preparedness, including building a Preparedness team and launching a challenge. Go to Source Author: https://openai.com/blog/frontier-risk-and-preparedness
- [Acting on our commitment to safe and secure AI](https://mlnomad.com/machine-learning/acting-on-our-commitment-to-safe-and-secure-ai/) - News on our bug bounty program specific to generative AI and how we’re supporting open source security for AI supply chains
- [Frontier Model Forum updates](https://mlnomad.com/machine-learning/frontier-model-forum-updates/) - Frontier Model Forum updates Together with Anthropic, Google, and Microsoft, we’re announcing the new Executive Director of the Frontier Model Forum and a new $10 million AI Safety Fund. Go to Source Author: https://openai.com/blog/frontier-model-forum-updates
- [DALL·E 3 is now available in ChatGPT Plus and Enterprise](https://mlnomad.com/machine-learning/dall·e-3-is-now-available-in-chatgpt-plus-and-enterprise/) - DALL·E 3 is now available in ChatGPT Plus and Enterprise We developed a safety mitigation stack to ready DALL·E 3 for wider release and are sharing updates on our provenance research. Go to Source Author: https://openai.com/blog/dall-e-3-is-now-available-in-chatgpt-plus-and-enterprise
- [Evaluating social and ethical risks from generative AI](https://mlnomad.com/machine-learning/evaluating-social-and-ethical-risks-from-generative-ai/) - Evaluating social and ethical risks from generative AI Generative AI systems are already being used to write books, create graphic designs, assist medical practitioners, and are becoming increasingly capable. To ensure these systems are developed and deployed responsibly requires carefully evaluating the potential ethical and social risks they may pose.In our paper, we propose a
- [How to build a secure foundation for American leadership in AI](https://mlnomad.com/machine-learning/how-to-build-a-secure-foundation-for-american-leadership-in-ai/) - Google shares the report: Building a Secure Foundation for American Leadership in AI.
- [Calling all AI cybersecurity startups — in Europe and, now, the U.S.](https://mlnomad.com/machine-learning/calling-all-ai-cybersecurity-startups-in-europe-and-now-the-u-s/) - Launch of the new Google for Startups Growth Academy: AI for Cybersecurity program for companies based in Europe and the U.S.
- [How AI can help people with motor disabilities — like my cousin](https://mlnomad.com/machine-learning/how-ai-can-help-people-with-motor-disabilities-like-my-cousin/) - Editor’s note: Today we’re building on our long-standing partnership with the University of Cambridge, with a multi-year research collaboration agreement and a Google gr…
- [Our responsible approach to building guardrails for generative AI](https://mlnomad.com/machine-learning/our-responsible-approach-to-building-guardrails-for-generative-ai/) - We’re sharing some of the ways we’re building guardrails for generative AI.
- [New ways to get inspired with generative AI in Search](https://mlnomad.com/machine-learning/new-ways-to-get-inspired-with-generative-ai-in-search/) - We’re testing new ways to get started on something you need to do — like creating an image that can bring an idea to life, or a written draft when you need a starting po…
- [Demand more from social with AI-powered ads](https://mlnomad.com/machine-learning/demand-more-from-social-with-ai-powered-ads/) - Learn how Demand Gen campaigns can help you drive better results across YouTube and Google. See new case studies, videos, tips, and more.
- [New ways we’re helping reduce transportation and energy emissions](https://mlnomad.com/machine-learning/new-ways-were-helping-reduce-transportation-and-energy-emissions/) - These new product features and expansions help people, city planners and policy makers take action toward building a sustainable future.
- [Android 14: More customization, control and accessibility features](https://mlnomad.com/machine-learning/android-14-more-customization-control-and-accessibility-features/) - Android 14 is here with personal, protective and accessible features that put users first and celebrate their individuality.
- [DALL·E 3 system card](https://mlnomad.com/machine-learning/dall·e-3-system-card/) - DALL·E 3 system card Go to Source Author: https://openai.com/research/dall-e-3-system-card
- [Scaling up learning across many different robot types](https://mlnomad.com/machine-learning/scaling-up-learning-across-many-different-robot-types/) - Scaling up learning across many different robot types We are launching a new set of resources for general-purpose robotics learning across different robot types, or embodiments. Together with partners from 34 academic labs we have pooled data from 22 different robot types to create the Open X-Embodiment dataset. We also release RT-1-X, a robotics transformer
- [New Google.org grants to introduce 300,000 students to robotics and AI](https://mlnomad.com/machine-learning/new-google-org-grants-to-introduce-300000-students-to-robotics-and-ai/) - For Google’s 25th birthday, Google.org is providing $10 million in grant funding to support robotics programs and AI education.
- [An update on web publisher controls](https://mlnomad.com/machine-learning/an-update-on-web-publisher-controls/) - We’re announcing Google-Extended, a new control that web publishers can use to manage whether their sites help improve Bard and Vertex AI generative APIs, including futu…
- [Our 10 biggest AI moments so far](https://mlnomad.com/machine-learning/our-10-biggest-ai-moments-so-far/) - A round-up of our top 10 AI moments of the last 25 years.
- [GPT-4V(ision) system card](https://mlnomad.com/machine-learning/gpt-4vision-system-card/) - GPT-4V(ision) system card Go to Source Author: https://openai.com/research/gpt-4v-system-card
- [ChatGPT can now see, hear, and speak](https://mlnomad.com/machine-learning/chatgpt-can-now-see-hear-and-speak/) - ChatGPT can now see, hear, and speak We are beginning to roll out new voice and image capabilities in ChatGPT. They offer a new, more intuitive type of interface by allowing you to have a voice conversation or show ChatGPT what you’re talking about. Go to Source Author: https://openai.com/blog/chatgpt-can-now-see-hear-and-speak
- [3 ways AI can help communities adapt to climate change in Africa](https://mlnomad.com/machine-learning/3-ways-ai-can-help-communities-adapt-to-climate-change-in-africa/) - Last week at the inaugural Africa Climate Summit (ACS) in Nairobi, Kenya, we joined African leaders and shared our commitment to advance AI solutions to address the clim…
- [OpenAI Red Teaming Network](https://mlnomad.com/machine-learning/openai-red-teaming-network/) - OpenAI Red Teaming Network We’re announcing an open call for the OpenAI Red Teaming Network and invite domain experts interested in improving the safety of OpenAI’s models to join our efforts. Go to Source Author: https://openai.com/blog/red-teaming-network
- [Introducing OpenAI Dublin](https://mlnomad.com/machine-learning/introducing-openai-dublin/) - Introducing OpenAI Dublin We’re growing our presence in Europe with an office in Dublin, Ireland. Go to Source Author: https://openai.com/blog/introducing-openai-dublin
- [How AI is generating change in newsrooms worldwide](https://mlnomad.com/machine-learning/how-ai-is-generating-change-in-newsrooms-worldwide/) - Our recent research report, Generating Change, shares what newsrooms are doing with AI today.
- [A catalogue of genetic mutations to help pinpoint the cause of diseases](https://mlnomad.com/machine-learning/a-catalogue-of-genetic-mutations-to-help-pinpoint-the-cause-of-diseases/) - A catalogue of genetic mutations to help pinpoint the cause of diseases We've released a catalogue of ‘missense’ mutations where researchers can learn more about what effect they may have. Missense variants are genetic mutations that can affect the function of human proteins. In some cases, they can lead to diseases such as cystic fibrosis,
- [Using data and AI to track progress toward the UN Global Goals](https://mlnomad.com/machine-learning/using-data-and-ai-to-track-progress-toward-the-un-global-goals/) - Data Commons works with the UN and ONE to track progress toward the SDGs.
- [Data Commons is using AI to make the world’s public data more accessible and helpful](https://mlnomad.com/machine-learning/data-commons-is-using-ai-to-make-the-worlds-public-data-more-accessible-and-helpful/) - A look at Data Commons, Google’s initiative to make publicly available data more useful for people working on solutions to societal challenges.
- [Machine Learning Books](https://mlnomad.com/machine-learning/books/machine-learning-books/) - Data Science from Scratch: First Principles with Python by Joel Grus. If you are looking for a book which guides you step by step though all the coding of most of the basic machine learning algorithms then this is the book for you. The algorithms are coded up from scratch using Python so you really get
- [15 projects using AI to reach the UN’s Global Goals](https://mlnomad.com/machine-learning/15-projects-using-ai-to-reach-the-uns-global-goals/) - Google.org is funding 15 projects that will use AI to make progress on the UN’s Sustainable Development Goals.
- [Questions, shrugs and what comes next: A quarter century of change](https://mlnomad.com/machine-learning/questions-shrugs-and-what-comes-next-a-quarter-century-of-change/) - Since Google was founded, we’ve worked to answer hard questions, help people get answers to theirs, and move technology forward for the world.
- [7 ways businesses are using Google Cloud AI](https://mlnomad.com/machine-learning/7-ways-businesses-are-using-google-cloud-ai/) - At Google Cloud Next 2023, thousands of people gathered in San Francisco to learn about the newest updates from Google Cloud.
- [Bringing generative AI in Search to more people around the world](https://mlnomad.com/machine-learning/bringing-generative-ai-in-search-to-more-people-around-the-world/) - We’re bringing generative AI capabilities in Search (SGE) to more people, making Search Labs available in India and Japan.
- [Identifying AI-generated images with SynthID](https://mlnomad.com/machine-learning/identifying-ai-generated-images-with-synthid/) - Identifying AI-generated images with SynthID Today, in partnership with Google Cloud, we’re beta launching SynthID, a new tool for watermarking and identifying AI-generated images. It’s being released to a limited number of Vertex AI customers using Imagen, one of our latest text-to-image models that uses input text to create photorealistic images. This technology embeds a
- [How 3 healthcare organizations are using generative AI](https://mlnomad.com/machine-learning/how-3-healthcare-organizations-are-using-generative-ai/) - We’re introducing Google Cloud healthcare customers using Med-PaLM 2 and other generative AI solutions.
- [Learn as you search (and browse) using generative AI](https://mlnomad.com/machine-learning/learn-as-you-search-and-browse-using-generative-ai/) - New updates to Search Generative Experience (SGE) help people easily learn new things and understand key concepts while searching online.
- [10 helpful ways to use Bard](https://mlnomad.com/machine-learning/10-helpful-ways-to-use-bard/) - Check out 10 ways Bard can help you get things done, from brainstorming ideas to planning trip itineraries.
- [How AI is helping airlines mitigate the climate impact of contrails](https://mlnomad.com/machine-learning/how-ai-is-helping-airlines-mitigate-the-climate-impact-of-contrails/) - We used AI to help airlines choose routes that are less likely to cause contrails, minimizing the environmental impact of flights.
- [Confidence-Building Measures for Artificial Intelligence: Workshop proceedings](https://mlnomad.com/machine-learning/confidence-building-measures-for-artificial-intelligence-workshop-proceedings/) - Confidence-Building Measures for Artificial Intelligence: Workshop proceedings Go to Source Author: https://openai.com/research/confidence-building-measures-for-artificial-intelligence
- [A new fund for women creating AI startups in Asia Pacific](https://mlnomad.com/machine-learning/a-new-fund-for-women-creating-ai-startups-in-asia-pacific/) - The Google for Startups Women Founders Fund will provide equity-free funding and Google support to women-led AI startups in India, Japan and Korea.
- [RT-2: New model translates vision and language into action](https://mlnomad.com/machine-learning/rt-2-new-model-translates-vision-and-language-into-action/) - RT-2: New model translates vision and language into action Introducing Robotic Transformer 2 (RT-2), a novel vision-language-action (VLA) model that learns from both web and robotics data, and translates this knowledge into generalised instructions for robotic control, while retaining web-scale capabilities. This work builds upon Robotic Transformer 1 (RT-1), a model trained on multi-task demonstrations
- [Speaking robot: Our new AI model translates vision and language into robotic actions](https://mlnomad.com/machine-learning/speaking-robot-our-new-ai-model-translates-vision-and-language-into-robotic-actions/) - Google DeepMind introduces a new vision-language-action model for improving robotics.
- [3 emerging practices for responsible generative AI](https://mlnomad.com/machine-learning/3-emerging-practices-for-responsible-generative-ai/) - For our midyear update, we’d like to share three of our best practices based on this guidance and what we’ve done in our pre-launch design, reviews and development of ge…
- [Offering free AI training for everyone in the UK](https://mlnomad.com/machine-learning/offering-free-ai-training-for-everyone-in-the-uk/) - Jonny Cottom knows the juggle involved with running a start-up single handedly. Since launching BreakBottle, an eco-friendly water bottle brand, last year, he has been s…
- [Frontier Model Forum](https://mlnomad.com/machine-learning/frontier-model-forum/) - Frontier Model Forum We’re forming a new industry body to promote the safe and responsible development of frontier AI systems: advancing AI safety research, identifying best practices and standards, and facilitating information sharing among policymakers and industry. Go to Source Author: https://openai.com/blog/frontier-model-forum
- [Using AI to fight climate change](https://mlnomad.com/machine-learning/using-ai-to-fight-climate-change/) - Using AI to fight climate change AI is a powerful technology that will transform our future, so how can we best apply it to help combat climate change and find sustainable solutions? The effects of climate change on Earth’s ecosystems are incredibly complex, and as part of our effort to use AI for solving some
- [Moving AI governance forward](https://mlnomad.com/machine-learning/moving-ai-governance-forward/) - Moving AI governance forward OpenAI and other leading labs reinforce AI safety, security and trustworthiness through voluntary commitments. Go to Source Author: https://openai.com/blog/moving-ai-governance-forward
- [Custom instructions for ChatGPT](https://mlnomad.com/machine-learning/custom-instructions-for-chatgpt/) - Custom instructions for ChatGPT We’re rolling out custom instructions to give you more control over how ChatGPT responds. Set your preferences, and ChatGPT will keep them in mind for all future conversations. Go to Source Author: https://openai.com/blog/custom-instructions-for-chatgpt
- [Google DeepMind’s latest research at ICML 2023](https://mlnomad.com/machine-learning/google-deepminds-latest-research-at-icml-2023/) - Google DeepMind’s latest research at ICML 2023 Google DeepMind researchers are presenting more than 80 new papers at the 40th International Conference on Machine Learning (ICML 2023), taking place 23-29 July in Honolulu, Hawai'i. Go to Source https://www.deepmind.com/blog/google-deepmind-research-at-icml-2023
- [Google's AI Red Team: the ethical hackers making AI safer](https://mlnomad.com/machine-learning/googles-ai-red-team-the-ethical-hackers-making-ai-safer/) - Today, we're publishing information on Google’s AI Red Team for the first time.
- [Partnership with American Journalism Project to support local news](https://mlnomad.com/machine-learning/partnership-with-american-journalism-project-to-support-local-news/) - Partnership with American Journalism Project to support local news A new $5+ million partnership aims to explore ways the development of artificial intelligence (AI) can support a thriving, innovative local news field, and ensure local news organizations shape the future of this emerging technology. Go to Source Author: https://openai.com/blog/partnership-with-american-journalism-project-to-support-local-news
- [Developing reliable AI tools for healthcare](https://mlnomad.com/machine-learning/developing-reliable-ai-tools-for-healthcare/) - Developing reliable AI tools for healthcare We’ve published our joint paper with Google Research in Nature Medicine, which proposes CoDoC (Complementarity-driven Deferral-to-Clinical Workflow), an AI system that learns when to rely on predictive AI tools or defer to a clinician for the most accurate interpretation of medical images. Go to Source https://www.deepmind.com/blog/codoc-developing-reliable-ai-tools-for-healthcare
- [Why inclusive sets of images help us make better products](https://mlnomad.com/machine-learning/why-inclusive-sets-of-images-help-us-make-better-products/) - We worked with TONL, a stock image company, to create more representative datasets to help teams build more inclusive products.
- [6 women leading the fight against climate change](https://mlnomad.com/machine-learning/6-women-leading-the-fight-against-climate-change/) - We’re celebrating climate science pioneer Eunice Newton Foote and six women-led Google.org grantees building a more sustainable future.
- [Google.org’s new grant to help track permafrost thaw](https://mlnomad.com/machine-learning/google-orgs-new-grant-to-help-track-permafrost-thaw/) - A new $5 million grant aims to help Woodwell Climate Research Center track Arctic permafrost thaw in near real-time.
- [Introducing NotebookLM](https://mlnomad.com/machine-learning/introducing-notebooklm/) - We’re rolling out NotebookLM, an experimental offering from Google Labs to summarize information, complex ideas and brainstorm new connections.
- [Exploring institutions for global AI governance](https://mlnomad.com/machine-learning/exploring-institutions-for-global-ai-governance/) - Exploring institutions for global AI governance New white paper investigates models and functions of international institutions that could help manage opportunities and mitigate risks of advanced AI. Growing awareness of the global impact of advanced artificial intelligence (AI) has inspired public discussions about the need for international governance structures to help manage opportunities and mitigate
- [GPT-4 API general availability and deprecation of older models in the Completions API](https://mlnomad.com/machine-learning/gpt-4-api-general-availability-and-deprecation-of-older-models-in-the-completions-api/) - GPT-4 API general availability and deprecation of older models in the Completions API GPT-3.5 Turbo, DALL·E and Whisper APIs are also generally available, and we are releasing a deprecation plan for older models of the Completions API, which will retire at the beginning of 2024. Go to Source Author: https://openai.com/blog/gpt-4-api-general-availability
- [Unlocking the AI-powered opportunity in the UK](https://mlnomad.com/machine-learning/unlocking-the-ai-powered-opportunity-in-the-uk/) - AI is the most profound technology that humanity is working on today. It’s a critical part of solving big societal challenges and helping to make our everyday lives bett…
- [A principled approach to evolving choice and control for web content](https://mlnomad.com/machine-learning/a-principled-approach-to-evolving-choice-and-control-for-web-content/) - We’re kicking off a public discussion across the web and AI communities to develop new machine-readable means to provide web publisher choice and control.
- [Introducing Superalignment](https://mlnomad.com/machine-learning/introducing-superalignment/) - Introducing Superalignment We need scientific and technical breakthroughs to steer and control AI systems much smarter than us. To solve this problem within four years, we’re starting a new team, co-led by Ilya Sutskever and Jan Leike, and dedicating 20% of the compute we’ve secured to date to this effort. We’re looking for excellent ML
- [Leonardo da Vinci: Inside a genius mind](https://mlnomad.com/machine-learning/leonardo-da-vinci-inside-a-genius-mind/) - 28 institutions from around the world join forces to showcase Leonardo da Vinci's unparalleled legacy, blending art, science, and AI innovation
- [Insights from global conversations](https://mlnomad.com/machine-learning/insights-from-global-conversations/) - Insights from global conversations We are sharing what we learned from our conversations across 22 countries, and how we will be incorporating those insights moving forward. Go to Source Author: https://openai.com/blog/insights-from-global-conversations
- [Introducing OpenAI London](https://mlnomad.com/machine-learning/introducing-openai-london/) - Introducing OpenAI London We are excited to announce OpenAI’s first international expansion with a new office in London, United Kingdom. Go to Source Author: https://openai.com/blog/introducing-openai-london
- [A new accelerator for AI-first startups in Europe and Israel](https://mlnomad.com/machine-learning/a-new-accelerator-for-ai-first-startups-in-europe-and-israel/) - This 10-week program supports startups using AI in their core business through tailored training and mentoring by making use of the best of Google and its network.
- [Our support for early warning systems](https://mlnomad.com/machine-learning/our-support-for-early-warning-systems/) - Google’s Yossi Matias and WMO Director of Infrastructure Anthony Rea discuss the Early Warnings For All Initiative.
- [RoboCat: A self-improving robotic agent](https://mlnomad.com/machine-learning/robocat-a-self-improving-robotic-agent/) - RoboCat: A self-improving robotic agent Robots are quickly becoming part of our everyday lives, but they’re often only programmed to perform specific tasks well. While harnessing recent advances in AI could lead to robots that could help in many more ways, progress in building general-purpose robots is slower in part because of the time needed
- [6 Gmail AI features to help save you time](https://mlnomad.com/machine-learning/6-gmail-ai-features-to-help-save-you-time/) - These AI-powered Gmail features can make your email experience even faster, easier and more organized.
- [8 ways Google Lens can help make your life easier](https://mlnomad.com/machine-learning/8-ways-google-lens-can-help-make-your-life-easier/) - Lens makes it easy to search what you see and explore the world around you — including the new ability to search for skin conditions.
- [Function calling and other API updates](https://mlnomad.com/machine-learning/function-calling-and-other-api-updates/) - Function calling and other API updates We’re announcing updates including more steerable API models, function calling capabilities, longer context, and lower prices. Go to Source Author: https://openai.com/blog/function-calling-and-other-api-updates
- [How Google Pixel Watch knows when you fall](https://mlnomad.com/machine-learning/how-google-pixel-watch-knows-when-you-fall/) - From stunt doubles to AI, learn how we built fall detection for Google Pixel Watch.
- [Introducing new AI-powered ad solutions to drive demand](https://mlnomad.com/machine-learning/introducing-new-ai-powered-ad-solutions-to-drive-demand/) - Google and YouTube’s new AI-powered solutions help advertisers multiply their creativity and generate demand.
- [Introducing Google’s Secure AI Framework](https://mlnomad.com/machine-learning/introducing-googles-secure-ai-framework/) - Today Google released released the Secure AI Framework to help collaboratively secure AI technology.
- [AlphaDev discovers faster sorting algorithms](https://mlnomad.com/machine-learning/alphadev-discovers-faster-sorting-algorithms/) - AlphaDev discovers faster sorting algorithms In our paper published today in Nature, we introduce AlphaDev, an artificial intelligence (AI) system that uses reinforcement learning to discover enhanced computer science algorithms – surpassing those honed by scientists and engineers over decades. Go to Source https://www.deepmind.com/blog/alphadev-discovers-faster-sorting-algorithms
- [Optimising computer systems with more generalised AI tools](https://mlnomad.com/machine-learning/optimising-computer-systems-with-more-generalised-ai-tools/) - Optimising computer systems with more generalised AI tools Based on reinforcement learning, our AI models AlphaZero and MuZero have achieved superhuman performance winning games. Now, they’re expanding their capabilities to help optimise resources in data centres and advance video compression – and most recently, our specialised version of AlphaZero, called AlphaDev, discovered new algorithms that
- [Bard is getting better at logic and reasoning](https://mlnomad.com/machine-learning/bard-is-getting-better-at-logic-and-reasoning/) - Two improvements are launching in Bard to help you get more accurate responses and export to Google Sheets.
- [OpenAI cybersecurity grant program](https://mlnomad.com/machine-learning/openai-cybersecurity-grant-program/) - OpenAI cybersecurity grant program Our goal is to facilitate the development of AI-powered cybersecurity capabilities for defenders through grants and other support. Go to Source Author: https://openai.com/blog/openai-cybersecurity-grant-program
- [Improving mathematical reasoning with process supervision](https://mlnomad.com/machine-learning/improving-mathematical-reasoning-with-process-supervision/) - Improving mathematical reasoning with process supervision We've trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) instead of simply rewarding the correct final answer (“outcome supervision”). In addition to boosting performance relative to outcome supervision, process supervision also has an important alignment benefit:
- [AI Fun](https://mlnomad.com/machine-learning/ai-fun/) - AI Fun Welcome to the "AI Fun" page! This is your go-to spot for the latest and greatest posts about all things AI in the fun and entertainment sphere. We believe that AI isn't just about serious research and complex algorithms – it's also about exploring the lighter, more playful side of this revolutionary technology.
- [The 10 stages of robots becoming our new overlords](https://mlnomad.com/machine-learning/the-10-stages-of-robots-becoming-our-new-overlords/) - The 10 stages of robots becoming our new overlords Today we examine the transition of robots from friendly, useful, and helpful robots to evil, sinister (and killer) robots with an analysis of the transition from each stage to the next. This process happens in nine + 1 stages:1. Friendly, Useful, and Helpful RobotThis robot is
- [Democratic Inputs to AI](https://mlnomad.com/machine-learning/democratic-inputs-to-ai/) - Democratic Inputs to AI Our nonprofit organization, OpenAI, Inc., is launching a program to award ten $100,000 grants to fund experiments in setting up a democratic process for deciding what rules AI systems should follow, within the bounds defined by the law. Go to Source Author: https://openai.com/blog/democratic-inputs-to-ai
- [An early warning system for novel AI risks](https://mlnomad.com/machine-learning/an-early-warning-system-for-novel-ai-risks/) - An early warning system for novel AI risks AI researchers already use a range of evaluation benchmarks to identify unwanted behaviours in AI systems, such as AI systems making misleading statements, biased decisions, or repeating copyrighted content. Now, as the AI community builds and deploys increasingly powerful AI, we must expand the evaluation portfolio to
- [3 new ways generative AI can help you search](https://mlnomad.com/machine-learning/3-new-ways-generative-ai-can-help-you-search/) - Today, we’re starting to open up access to SGE (Search Generative Experience), one of our first experiments in Search Labs.
- [Helping more people stay safe with flood forecasting](https://mlnomad.com/machine-learning/helping-more-people-stay-safe-with-flood-forecasting/) - AI-powered Flood Hub is expanding to nearly 80 countries worldwide.
- [Governance of superintelligence](https://mlnomad.com/machine-learning/governance-of-superintelligence/) - Governance of superintelligence Now is a good time to start thinking about the governance of superintelligence—future AI systems dramatically more capable than even AGI. Go to Source Author: https://openai.com/blog/governance-of-superintelligence
- [A policy agenda for responsible AI progress: Opportunity, Responsibility, Security](https://mlnomad.com/machine-learning/a-policy-agenda-for-responsible-ai-progress-opportunity-responsibility-security/) - For society to reap the benefits of AI, opportunity, responsibility, and national security strategies must be baked into that shared AI agenda.
- [Introducing the ChatGPT app for iOS](https://mlnomad.com/machine-learning/introducing-the-chatgpt-app-for-ios/) - Introducing the ChatGPT app for iOS The ChatGPT app syncs your conversations, supports voice input, and brings our latest model improvements to your fingertips. Go to Source Author: https://openai.com/blog/introducing-the-chatgpt-app-for-ios
- [A quantum computing partnership with the University of Chicago and the University of Tokyo](https://mlnomad.com/machine-learning/a-quantum-computing-partnership-with-the-university-of-chicago-and-the-university-of-tokyo/) - The University of Tokyo, the University of Chicago and Google establish a strategic partnership on quantum information science and engineering.
- [RENGA Inc. automates code reviews with Amazon CodeGuru](https://mlnomad.com/machine-learning/renga-inc-automates-code-reviews-with-amazon-codeguru/) - This guest post was authored by Kazuma Ohara, Director of RENGA Inc., and edited by Yumiko Kanasugi, Solutions Architect at AWS Japan. RENGA Inc. operates Mansion Note, one of Japan’s most popular condominium review and rating websites, which gets over a million unique visitors per month. Mansion Note provides a service where people can check
- [Automated monitoring of your machine learning models with Amazon SageMaker Model Monitor and sending predictions to human review workflows using Amazon A2I](https://mlnomad.com/machine-learning/automated-monitoring-of-your-machine-learning-models-with-amazon-sagemaker-model-monitor-and-sending-predictions-to-human-review-workflows-using-amazon-a2i/) - When machine learning (ML) is deployed in production, monitoring the model is important for maintaining the quality of predictions. Although the statistical properties of the training data are known in advance, real-life data can gradually deviate over time and impact the prediction results of your model, a phenomenon known as data drift. Detecting these conditions
- [How DevFactory builds better applications with Amazon CodeGuru](https://mlnomad.com/machine-learning/how-devfactory-builds-better-applications-with-amazon-codeguru/) - This post is written in collaboration with DevFactory, an AWS Select Technology Partner. DevFactory is an enterprise SaaS-focused company that is responsible for innovation, development, and operation of over 120 enterprise products. DevFactory also offers DevGraph, an integrated suite of software development tools built on AWS. Amazon CodeGuru is an automated code review service that
- [Visualizing TensorFlow training jobs with TensorBoard](https://mlnomad.com/machine-learning/visualizing-tensorflow-training-jobs-with-tensorboard/) - TensorBoard is an open-source toolkit for TensorFlow users that allows you to visualize a wide range of useful information about your model, from model graphs; to loss, accuracy, or custom metrics; to embedding projections, images, and histograms of weights and biases. This post demonstrates how to use TensorBoard with Amazon SageMaker training jobs, write logs
- [Creating a sophisticated conversational experience using Amazon Lex in Australian English](https://mlnomad.com/machine-learning/creating-a-sophisticated-conversational-experience-using-amazon-lex-in-australian-english/) - Amazon Lex is a service for building conversational interfaces into any application using voice and text. To build truly engaging conversational experiences, you need high quality speech recognition and natural language understanding that understands the intent of the customer accurately. We are excited to announce that Amazon Lex now supports Australian English. With Australian English,
- [Amazon Polly NTTS voices now available in Singapore, Tokyo, Frankfurt, and London Regions](https://mlnomad.com/machine-learning/amazon-polly-ntts-voices-now-available-in-singapore-tokyo-frankfurt-and-london-regions/) - Amazon Polly turns text into lifelike speech, allowing you to create voice-enabled applications. We’re excited to announce the general availability of all Neural Text-to-Speech (NTTS) voices in Asia Pacific (Singapore), Asia Pacific (Tokyo), EU (Frankfurt), and EU (London) Regions. You can now synthesize over 14 NTTS voices in these Regions, including the Newscaster and Conversational
- [Announcing the winner of the AWS DeepComposer Chartbusters Spin the Model challenge](https://mlnomad.com/machine-learning/announcing-the-winner-of-the-aws-deepcomposer-chartbusters-spin-the-model-challenge/) - We’re excited to announce the top 10 compositions and the winner of the AWS DeepComposer Chartbusters Spin the Model challenge. AWS DeepComposer provides a creative and hands-on experience for learning generative AI and machine learning. Chartbusters is a global monthly challenge where you can use AWS DeepComposer to create original compositions and compete to top
- [Translating PDF documents using Amazon Translate and Amazon Textract](https://mlnomad.com/machine-learning/translating-pdf-documents-using-amazon-translate-and-amazon-textract/) - In 1993, the Portable Document Format or the PDF was born and released to the world. Since then, companies across various industries have been creating, scanning, and storing large volumes of documents in this digital format. These documents and the content within them are vital to supporting your business. Yet in many cases, the content
- [Getting a batch job completion message from Amazon Translate](https://mlnomad.com/machine-learning/getting-a-batch-job-completion-message-from-amazon-translate/) - Amazon Translate is a neural machine translation service that delivers fast, high-quality, and affordable language translation. Neural machine translation is a form of language translation automation that uses deep learning models to deliver more accurate and natural-sounding translation than traditional statistical and rule-based translation algorithms. The translation service is trained on a wide variety of
- [How Kabbage improved the PPP lending experience with Amazon Textract](https://mlnomad.com/machine-learning/how-kabbage-improved-the-ppp-lending-experience-with-amazon-textract/) - This is a guest post by Anthony Sabelli, Head of Data Science at Kabbage, a data and technology company providing small business cash flow solutions. Kabbage is a data and technology company providing small business cash flow solutions. One way in which we serve our customers is by providing them access to flexible lines of
- [React Highcharts Example with Cube.js](https://mlnomad.com/machine-learning/react-highcharts-example-with-cube-js/) - Started as a simple charting tool for monitoring a snow depth near the owner’s country house in Norway, Highcharts quickly became one of the most popular visualization libraries. It provides a lot of great built-in interactive features and is easy to use.In this tutorial we are going to build a simple e-commerce dashboard with Cube.js
- [How to run distributed training using Horovod and MXNet on AWS DL Containers and AWS  Deep Learning AMIs](https://mlnomad.com/machine-learning/how-to-run-distributed-training-using-horovod-and-mxnet-on-aws-dl-containers-and-aws-deep-learning-amis/) - Distributed training of large deep learning models has become an indispensable way of model training for computer vision (CV) and natural language processing (NLP) applications. Open source frameworks such as Horovod provide distributed training support to Apache MXNet, PyTorch, and TensorFlow. Converting your non-distributed Apache MXNet training script to use distributed training with Horovod only
- [Amazon Personalize now available in EU (Frankfurt) Region](https://mlnomad.com/machine-learning/amazon-personalize-now-available-in-eu-frankfurt-region/) - Amazon Personalize is a machine learning (ML) service that enables you to personalize your website, app, ads, emails, and more with private, custom ML models that you can create with no prior ML experience. We’re excited to announce the general availability of Amazon Personalize in the EU (Frankfurt) Region. You can use Amazon Personalize to
- [Right-sizing resources and avoiding unnecessary costs in Amazon SageMaker](https://mlnomad.com/machine-learning/right-sizing-resources-and-avoiding-unnecessary-costs-in-amazon-sagemaker/) - Amazon SageMaker is a fully managed service that allows you to build, train, deploy, and monitor machine learning (ML) models. Its modular design allows you to pick and choose the features that suit your use cases at different stages of the ML lifecycle. Amazon SageMaker offers capabilities that abstract the heavy lifting of infrastructure management
- [Using the Amazon SageMaker Studio Image Build CLI to build container images from your Studio notebooks](https://mlnomad.com/machine-learning/using-the-amazon-sagemaker-studio-image-build-cli-to-build-container-images-from-your-studio-notebooks/) - The new Amazon SageMaker Studio Image Build convenience package allows data scientists and developers to easily build custom container images from your Studio notebooks via a new CLI. The new CLI eliminates the need to manually set up and connect to Docker build environments for building container images in Amazon SageMaker Studio. Amazon SageMaker Studio
- [Reducing training time with Apache MXNet and Horovod on Amazon SageMaker](https://mlnomad.com/machine-learning/reducing-training-time-with-apache-mxnet-and-horovod-on-amazon-sagemaker/) - Amazon SageMaker is a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning (ML) models quickly. Amazon SageMaker removes the heavy lifting from each step of the ML process to make it easier to develop high-quality models. As datasets continue to increase in size,
- [Learn from the winner of the AWS DeepComposer Chartbusters Spin the Model Challenge](https://mlnomad.com/machine-learning/learn-from-the-winner-of-the-aws-deepcomposer-chartbusters-spin-the-model-challenge/) - AWS is excited to announce the winner of the second AWS DeepComposer Chartbusters challenge, Lena Taupier. AWS DeepComposer gives developers a creative way to get started with machine learning (ML). In June, we launched the Chartbusters challenge, a global competition where developers use AWS DeepComposer to create original compositions and compete to showcase their ML
- [Automating the analysis of multi-speaker audio files using Amazon Transcribe and Amazon Athena](https://mlnomad.com/machine-learning/automating-the-analysis-of-multi-speaker-audio-files-using-amazon-transcribe-and-amazon-athena/) - In an effort to drive customer service improvements, many companies record the phone conversations between their customers and call center representatives. These call recordings are typically stored as audio files and processed to uncover insights such as customer sentiment, product or service issues, and agent effectiveness. To provide an accurate analysis of these audio files,
- [Activity detection on a live video stream with Amazon SageMaker](https://mlnomad.com/machine-learning/activity-detection-on-a-live-video-stream-with-amazon-sagemaker/) - Live video streams are continuously generated across industries including media and entertainment, retail, and many more. Live events like sports, music, news, and other special events are broadcast for viewers on TV and other online streaming platforms. AWS customers increasingly rely on machine learning (ML) to generate actionable insights in real time and deliver an
- [Serving PyTorch models in production with the Amazon SageMaker native TorchServe integration](https://mlnomad.com/machine-learning/serving-pytorch-models-in-production-with-the-amazon-sagemaker-native-torchserve-integration/) - In April 2020, AWS and Facebook announced the launch of TorchServe to allow researches and machine learning (ML) developers from the PyTorch community to bring their models to production more quickly and without needing to write custom code. TorchServe is an open-source project that answers the industry question of how to go from a notebook
- [Build alerting and human review for images using Amazon Rekognition and Amazon A2I](https://mlnomad.com/machine-learning/build-alerting-and-human-review-for-images-using-amazon-rekognition-and-amazon-a2i/) - The volume of user-generated content (UGC) and third-party content has been increasing substantially in sectors like social media, ecommerce, online advertising, and photo sharing. However, such content needs to be reviewed to ensure that end-users aren’t exposed to inappropriate or offensive material, such as nudity, violence, adult products, or disturbing images. Today, some companies simply
- [Detecting and redacting PII using Amazon Comprehend](https://mlnomad.com/machine-learning/detecting-and-redacting-pii-using-amazon-comprehend/) - Amazon Comprehend is a natural language processing (NLP) service that uses machine learning (ML) to find insights and relationships like people, places, sentiments, and topics in unstructured text. You can now use Amazon Comprehend ML capabilities to detect and redact personally identifiable information (PII) in customer emails, support tickets, product reviews, social media, and more.
- [Is AI electricity or the telephone?](https://mlnomad.com/machine-learning/is-ai-electricity-or-the-telephone/) - Is AI electricity or the telephone? Note: This is a conversation with GPT-4 regarding its capabilities and limits. Would you consider the success and progress of AI and LLMs (large language models) to be more akin to the introduction of electricity or more like the first working telephone? The development and success of AI and
- [100 things we announced at I/O 2023](https://mlnomad.com/machine-learning/100-things-we-announced-at-i-o-2023/) - Google I/O 2023 was filled with news and launches — here are 100 things announced at I/O.
- [Introducing Project Gameface: A hands-free, AI-powered gaming mouse](https://mlnomad.com/machine-learning/introducing-project-gameface-a-hands-free-ai-powered-gaming-mouse/) - Project Gameface, a new open-source hands-free gaming mouse has the potential to make gaming more accessible.
- [Losing weight with AI](https://mlnomad.com/machine-learning/losing-weight-with-ai/) - Losing weight with AI Is skateboarding an effective way to lose weight?Yes, skateboarding can be an effective way to lose weight, as it's a physically demanding activity that burns calories. The amount of calories burned depends on several factors, including your weight, the intensity of the skateboarding, and the duration of the activity. In general,
- [Language models can explain neurons in language models](https://mlnomad.com/machine-learning/language-models-can-explain-neurons-in-language-models/) - Language models can explain neurons in language models We use GPT-4 to automatically write explanations for the behavior of neurons in large language models and to score those explanations. We release a dataset of these (imperfect) explanations and scores for every neuron in GPT-2. Go to Source Author: https://openai.com/research/language-models-can-explain-neurons-in-language-models
- [How 4 startups are using AI to solve climate change challenges](https://mlnomad.com/machine-learning/how-4-startups-are-using-ai-to-solve-climate-change-challenges/) - These startups are using AI to decarbonize buildings, create sustainable agriculture, protect biodiversity, and remove carbon from the atmosphere.
- [GPT-4 creates 1-page marketing plan](https://mlnomad.com/machine-learning/gpt-4-creates-1-page-marketing-plan/) - GPT-4 creates 1-page marketing plan TL;RD There is no more excuse not to have a great marketing plan. Prompt: “Craft a marketing plan in the style of Allan Dib's 1-Page Marketing Plan for our AI blog.”This is the prompt we used - simply replace “AI blog” with your product or service to generate a plan
- [Checks, Google’s AI-powered privacy platform](https://mlnomad.com/machine-learning/checks-googles-ai-powered-privacy-platform/) - Checks takes the complexity out of compliance, using AI to help companies quickly discover, communicate and fix issues.
- [Try 4 new Arts and AI experiments](https://mlnomad.com/machine-learning/try-4-new-arts-and-ai-experiments/) - Four new online interactive artworks from Google Arts & Culture Lab artists in residence
- [AI in the modeling industry](https://mlnomad.com/machine-learning/ai-in-the-modeling-industry/) - AI in the modeling industry TL;DR Everything in modeling will change. How will AI disrupt the modeling industry?AI has the potential to significantly disrupt the modeling industry in various ways, from automating processes to changing the way models are discovered and represented. Here are some potential impacts:AI-generated models: AI can create realistic virtual models, known
- [GPT-4s views on politicians](https://mlnomad.com/machine-learning/gpt-4s-views-on-politicians/) - GPT-4s views on politicians TL;DR The last paragraph says it all. What are the top 3 virtues a politician should possess and why?While personal opinions may vary, here are three virtues that are commonly considered important for politicians to possess:Integrity: Integrity is often considered a foundational virtue for politicians because it involves being honest, transparent,
- [10 reasons to ignore AI safety](https://mlnomad.com/machine-learning/10-reasons-to-ignore-ai-safety/) - 10 reasons to ignore AI safety TL;DR No lazy summary here … this article is worth reading in its entirety. Here is what ChatGPT (GPT-4) thinks about Professor Stuart Russell’s 10 reasons to ignore AI safety.We used the prompt In the context of discussing the risks associated with AGI (artificial general intelligence) what do you
- [DeepMind’s latest research at ICLR 2023](https://mlnomad.com/machine-learning/deepminds-latest-research-at-iclr-2023/) - DeepMind’s latest research at ICLR 2023 Next week marks the start of the 11th International Conference on Learning Representations (ICLR), taking place 1-5 May in Kigali, Rwanda. This will be the first major artificial intelligence (AI) conference to be hosted in Africa and the first in-person event since the start of the pandemic. Researchers from
- [New ways to manage your data in ChatGPT](https://mlnomad.com/machine-learning/new-ways-to-manage-your-data-in-chatgpt/) - New ways to manage your data in ChatGPT ChatGPT users can now turn off chat history, allowing you to choose which conversations can be used to train our models. Go to Source Author: https://openai.com/blog/new-ways-to-manage-your-data-in-chatgpt
- [How can we build human values into AI?](https://mlnomad.com/machine-learning/how-can-we-build-human-values-into-ai/) - How can we build human values into AI? As artificial intelligence (AI) becomes more powerful and more deeply integrated into our lives, the questions of how it is used and deployed are all the more important. What values guide AI? Whose values are they? And how are they selected? Go to Source https://www.deepmind.com/blog/how-can-we-build-human-values-into-ai
- [Bard now helps you code](https://mlnomad.com/machine-learning/bard-now-helps-you-code/) - Bard can now help with programming and software development tasks, across more than 20 programming languages.
- [Announcing Google DeepMind](https://mlnomad.com/machine-learning/announcing-google-deepmind/) - Announcing Google DeepMind DeepMind and the Brain team from Google Research will join forces to accelerate progress towards a world in which AI helps solve the biggest challenges facing humanity. Go to Source https://www.deepmind.com/blog/announcing-google-deepmind
- [Google DeepMind: Bringing together two world-class AI teams](https://mlnomad.com/machine-learning/google-deepmind-bringing-together-two-world-class-ai-teams/) - We announced some changes that will accelerate our progress in AI and help us develop more capable AI systems more safely and responsibly.
- [ChatGPT is vegan, obviously](https://mlnomad.com/machine-learning/chatgpt-is-vegan-obviously/) - ChatGPT is vegan, obviously TL;DR ChatGPT has no sense of humor about vegan eggs How do I get a chicken to lay vegan eggs?ChatGPT: Unfortunately, it is not possible to get a chicken to lay vegan eggs as vegan eggs are made without the involvement of any animal or their by-products, including the chicken itself.
- [Midjourney prompt permutations](https://mlnomad.com/machine-learning/midjourney-prompt-permutations/) - Midjourney prompt permutations TL;DR Midjourney now lets you use 1 prompt to act as many prompts. It is now possible to create multiple Midjourney prompt variants in a single prompt using “permutations”.For example the prompt a beautiful french alpine village at {sunrise, noon, sunset, night} anime style results in the following 4 prompts being used
- [Announcing OpenAI’s Bug Bounty Program](https://mlnomad.com/machine-learning/announcing-openais-bug-bounty-program/) - Announcing OpenAI’s Bug Bounty Program This initiative is essential to our commitment to develop safe and advanced AI. As we create technology and services that are secure, reliable, and trustworthy, we need your help. Go to Source Author: https://openai.com/blog/bug-bounty-program
- [Ask a Techspert: What is generative AI?](https://mlnomad.com/machine-learning/ask-a-techspert-what-is-generative-ai/) - A Google AI expert answers common questions about generative AI, large language models, machine learning and more.
- [DALL-E 2 Chimera prompts](https://mlnomad.com/machine-learning/dall-e-2-chimera-prompts/) - DALL-E 2 Chimera prompts Wanna create something truly unique with DALL-E? Try a “chimera”. If you are looking for a new type of animal try a chimera in DALL-E 2. The prompting can be a bit tricky but here are some examples we tried. Author: Steve Digital https://www.artificial-intelligence.blog/ai-news/dall-e-2-chimera-prompts
- [/describe in Midjourney changes everything](https://mlnomad.com/machine-learning/describe-in-midjourney-changes-everything/) - /describe in Midjourney changes everything The new /describe command in Midjourney is utterly brilliant!Simply type /describe in Midjourney and you will be prompted to upload an image.Midjourney will analyse the image and give you 4 prompt suggestions to generate a similar image. (Noteworthy here is that Midjourney only uses a certain amount of tokens to
- [Our approach to AI safety](https://mlnomad.com/machine-learning/our-approach-to-ai-safety/) - Our approach to AI safety Ensuring that AI systems are built, deployed, and used safely is critical to our mission. Go to Source Author: https://openai.com/blog/our-approach-to-ai-safety
- [AI progress is scaring people](https://mlnomad.com/machine-learning/ai-progress-is-scaring-people/) - AI progress is scaring people TL;DR The Future of Life Institute calls for a 6-month AI moratorium. The Future of Life Institute recently published an open letter calling on all AI labs to immediately pause for at least 6 months the training of AI systems more powerful than GPT-4, the widely-used natural language processing system.
- [Watch Katie Couric and Think with Google’s new interview series](https://mlnomad.com/machine-learning/watch-katie-couric-and-think-with-googles-new-interview-series/) - Katie Couric hosts Future Ready by Think with Google, a new interview series featuring experts in AI, cybersecurity and psychology.
- [A shared agenda for responsible AI progress](https://mlnomad.com/machine-learning/a-shared-agenda-for-responsible-ai-progress/) - AI can be hugely beneficial to society if citizens, educators, academics, civil society and governments unite to shape it responsibly.
- [March 20 ChatGPT outage: Here’s what happened](https://mlnomad.com/machine-learning/march-20-chatgpt-outage-heres-what-happened/) - March 20 ChatGPT outage: Here’s what happened An update on our findings, the actions we’ve taken, and technical details of the bug. Go to Source Author: https://openai.com/blog/march-20-chatgpt-outage
- [ChatGPT plugins](https://mlnomad.com/machine-learning/chatgpt-plugins/) - ChatGPT plugins We’ve implemented initial support for plugins in ChatGPT. Plugins are tools designed specifically for language models with safety as a core principle, and help ChatGPT access up-to-date information, run computations, or use third-party services. Go to Source Author: https://openai.com/blog/chatgpt-plugins
- [Try Bard and share your feedback](https://mlnomad.com/machine-learning/try-bard-and-share-your-feedback/) - We're starting to open access to Bard, an early experiment that lets you collaborate with generative AI, beginning in the U.S. and U.K. with more to come.
- [GPTs are GPTs: An early look at the labor market impact potential of large language models](https://mlnomad.com/machine-learning/gpts-are-gpts-an-early-look-at-the-labor-market-impact-potential-of-large-language-models/) - GPTs are GPTs: An early look at the labor market impact potential of large language models Go to Source Author: https://openai.com/research/gpts-are-gpts
- [6 ways Google AI is helping you sleep better](https://mlnomad.com/machine-learning/6-ways-google-ai-is-helping-you-sleep-better/) - Learn how features like Sleep Profiles, Smart Wake and cough and snore detection are powered by AI to help you get better sleep.
- [GPT-4](https://mlnomad.com/machine-learning/gpt-4/) - GPT-4 We’ve created GPT-4, the latest milestone in OpenAI’s effort in scaling up deep learning. GPT-4 is a large multimodal model (accepting image and text inputs, emitting text outputs) that, while less capable than humans in many real-world scenarios, exhibits human-level performance on various professional and academic benchmarks. Go to Source Author: https://openai.com/research/gpt-4
- [Our latest health AI research updates](https://mlnomad.com/machine-learning/our-latest-health-ai-research-updates/) - At The Check Up, we shared updates on our medical LLM research, partnerships and new ways AI can help with disease detection.
- [The next generation of AI for developers and Google Workspace](https://mlnomad.com/machine-learning/the-next-generation-of-ai-for-developers-and-google-workspace/) - Introducing new generative AI capabilities in Google Cloud and Google Workspace, plus PaLM API and MakerSuite for developers.
- [Introducing ChatGPT and Whisper APIs](https://mlnomad.com/machine-learning/introducing-chatgpt-and-whisper-apis/) - Introducing ChatGPT and Whisper APIs Developers can now integrate ChatGPT and Whisper models into their apps and products through our API. Go to Source Author: https://openai.com/blog/introducing-chatgpt-and-whisper-apis
- [What is the best AI joke generator?](https://mlnomad.com/machine-learning/what-is-the-best-ai-joke-generator/) - What is the best AI joke generator? Are you looking for a way to inject a bit of humor into any occasion? Have you ever wanted to have an AI joke generator that could think up hilarious lines in an instant? Well, then look no further – because this blog post is all about finding
- [New Bing chat mode in Skype](https://mlnomad.com/machine-learning/new-bing-chat-mode-in-skype/) - New Bing chat mode in Skype Guess who just showed up on Skype.It’s Bing’s AI chat! Microsoft is thrilled to introduce the integration of the advanced AI-driven Bing into Skype chat. This exciting new feature is engineered to deliver a wealth of information, creativity, and solutions to your queries, all via a user-friendly chat interface.
- [How 4 Black Founders Fund recipients are building with AI](https://mlnomad.com/machine-learning/how-4-black-founders-fund-recipients-are-building-with-ai/) - Meet Google for Startups Black Founders Fund recipients from Africa, Brazil, Europe and the United States using Google AI technology to help people and society.
- [Planning for AGI and beyond](https://mlnomad.com/machine-learning/planning-for-agi-and-beyond/) - Planning for AGI and beyond Author: Sam Altman https://openai.com/blog/planning-for-agi-and-beyond/
- [Our progress toward quantum error correction](https://mlnomad.com/machine-learning/our-progress-toward-quantum-error-correction/) - For the first time ever, our Quantum AI researchers have experimentally demonstrated it’s possible to reduce errors by increasing the number of qubits.
- [7 ways AI is already making your Pixel more helpful](https://mlnomad.com/machine-learning/7-ways-ai-is-already-making-your-pixel-more-helpful/) - Whether you’re using your Pixel to translate a foreign language, edit photos or take a phone call in a noisy area — AI is making everyday moments easier.
- [How should AI systems behave, and who should decide?](https://mlnomad.com/machine-learning/how-should-ai-systems-behave-and-who-should-decide/) - How should AI systems behave, and who should decide? Author: OpenAI https://openai.com/blog/how-should-ai-systems-behave/
- [9 ways AI can interact with culture](https://mlnomad.com/machine-learning/9-ways-ai-can-interact-with-culture/) - Explore how AI has been applied to the world of culture through 9 of Google Arts & Culture’s most intriguing projects.
- [New ways Maps is getting more immersive and sustainable](https://mlnomad.com/machine-learning/new-ways-maps-is-getting-more-immersive-and-sustainable/) - Announcing the launch of immersive view, updates to Live View, new EV charging tools, and glanceable directions on Maps.
- [An important next step on our AI journey](https://mlnomad.com/machine-learning/an-important-next-step-on-our-ai-journey/) - Introducing Bard, Google's experimental conversational AI service powered by LaMDA — plus, new AI features in Search coming soon.
- [Introducing ChatGPT Plus](https://mlnomad.com/machine-learning/introducing-chatgpt-plus/) - Introducing ChatGPT Plus Author: OpenAI https://openai.com/blog/chatgpt-plus/
- [New AI classifier for indicating AI-written text](https://mlnomad.com/machine-learning/new-ai-classifier-for-indicating-ai-written-text/) - New AI classifier for indicating AI-written text Author: Jan Hendrik Kirchner https://openai.com/blog/new-ai-classifier-for-indicating-ai-written-text/
- [How AI is improving agriculture sustainability in India](https://mlnomad.com/machine-learning/how-ai-is-improving-agriculture-sustainability-in-india/) - A look at how AI can help agriculture and sustainable farming in India.
- [OpenAI and Microsoft Extend Partnership](https://mlnomad.com/machine-learning/openai-and-microsoft-extend-partnership/) - OpenAI and Microsoft Extend Partnership We're happy to announce that OpenAI and Microsoft are extending our partnership. This multi-year, multi-billion dollar investment from Microsoft follows their previous investments in 2019 and 2021, and will allow us to continue our independent research and develop AI that is increasingly safe, useful, and powerful. In pursuit of our
- [To D-ID or not to D-ID?](https://mlnomad.com/machine-learning/to-d-id-or-not-to-d-id/) - To D-ID or not to D-ID? TL;DR This is utterly insanely brilliant! We created this video with D-ID in under 5 minutes … here’s how you can do it too …Generate a face at MidjourneyWe used the prompt “perfectly-centered portrait of a male android human robot with blonde hair, center frame!!!, highly detailed, front-facing!!!, professional
- [9 ways we use AI in our products](https://mlnomad.com/machine-learning/9-ways-we-use-ai-in-our-products/) - Here are nine ways we use AI today to make our products even more helpful.
- [Getty Images to be sued by Stable Diffusion over watermark insertion](https://mlnomad.com/machine-learning/getty-images-to-be-sued-by-stable-diffusion-over-watermark-insertion/) - Getty Images to be sued by Stable Diffusion over watermark insertion Getty Images is facing a potential lawsuit from Stable Diffusion, a crowd-sourced creative picture library, over the watermark they inserted into a neural network that generates images. The argument is that this violates Stable Diffusion's intellectual property rights because the neural network – while
- [7 ways Google is using AI to help solve society's challenges](https://mlnomad.com/machine-learning/7-ways-google-is-using-ai-to-help-solve-societys-challenges/) - Google is using AI to help people facing disease and natural disasters, and to provide new opportunities for underserved communities.
- [Why we focus on AI (and to what end)](https://mlnomad.com/machine-learning/why-we-focus-on-ai-and-to-what-end/) - Today we published a paper outlining why we pursue AI. Read on for a preview, or visit ai.google to see the paper in full.
- [Responsible AI: Looking back at 2022, and to the future](https://mlnomad.com/machine-learning/responsible-ai-looking-back-at-2022-and-to-the-future/) - Looking back at Google’s 2022 progress in principled AI innovation and ahead to 2023 and beyond.
- [Forecasting Potential Misuses of Language Models for Disinformation Campaigns—and How to Reduce Risk](https://mlnomad.com/machine-learning/forecasting-potential-misuses-of-language-models-for-disinformation-campaigns-and-how-to-reduce-risk/) - Forecasting Potential Misuses of Language Models for Disinformation Campaigns—and How to Reduce Risk Author: OpenAI https://openai.com/blog/forecasting-misuse/
- [Google's 2022 year in review](https://mlnomad.com/machine-learning/googles-2022-year-in-review/) - A recap of Google’s top announcements and initiatives in 2022.
- [New and Improved Embedding Model](https://mlnomad.com/machine-learning/new-and-improved-embedding-model/) - New and Improved Embedding Model *Caption: The interface of the marketing tool by Kalendar AI. With the new embedding model, it is able to filter and select only a small subset of the audience out of all 56k audience, tightly matching the pitch defined by user inputs.* --> Notion, the online workspace company, will use
- [Helping robots learn from each other](https://mlnomad.com/machine-learning/helping-robots-learn-from-each-other/) - A look at how Transformers are helping robots become more useful.
- [AI for the board game Diplomacy](https://mlnomad.com/machine-learning/ai-for-the-board-game-diplomacy/) - AI for the board game Diplomacy Successful communication and cooperation have been crucial for helping societies advance throughout history. The closed environments of board games can serve as a sandbox for modelling and investigating interaction and communication – and we can learn a lot from playing them. In our recent paper, published today in Nature
- [How startups can help build a sustainable future](https://mlnomad.com/machine-learning/how-startups-can-help-build-a-sustainable-future/) - Google's Startups for Sustainable Development program supports impact-driven startups who are building a more sustainable future.
- [Mastering Stratego, the classic game of imperfect information](https://mlnomad.com/machine-learning/mastering-stratego-the-classic-game-of-imperfect-information/) - Mastering Stratego, the classic game of imperfect information Game-playing artificial intelligence (AI) systems have advanced to a new frontier. Stratego, the classic board game that’s more complex than chess and Go, and craftier than poker, has now been mastered. Published in Science, we present DeepNash, an AI agent that learned the game from scratch to
- [ChatGPT: Optimizing Language Models for Dialogue](https://mlnomad.com/machine-learning/chatgpt-optimizing-language-models-for-dialogue/) - ChatGPT: Optimizing Language Models for Dialogue Author: OpenAI https://openai.com/blog/chatgpt/
- [Partnering with iCAD to improve breast cancer screening](https://mlnomad.com/machine-learning/partnering-with-icad-to-improve-breast-cancer-screening/) - Our partnership with iCAD Inc. marks the first time we are licensing our mammography AI model in clinical practice.
- [DeepMind’s latest research at NeurIPS 2022](https://mlnomad.com/machine-learning/deepminds-latest-research-at-neurips-2022/) - DeepMind’s latest research at NeurIPS 2022 NeurIPS is the world’s largest conference in artificial intelligence (AI) and machine learning (ML), and we’re proud to support the event as Diamond sponsors, helping foster the exchange of research advances in the AI and ML community. Teams from across DeepMind are presenting 47 papers, including 35 external collaborations
- [Building interactive agents in video game worlds](https://mlnomad.com/machine-learning/building-interactive-agents-in-video-game-worlds/) - Building interactive agents in video game worlds Most artificial intelligence (AI) researchers now believe that writing computer code which can capture the nuances of situated interactions is impossible. Alternatively, modern machine learning (ML) researchers have focused on learning about these types of interactions from data. To explore these learning-based approaches and quickly build agents that
- [Benchmarking the next generation of never-ending learners](https://mlnomad.com/machine-learning/benchmarking-the-next-generation-of-never-ending-learners/) - Benchmarking the next generation of never-ending learners Our new paper, NEVIS’22: A Stream of 100 Tasks Sampled From 30 Years of Computer Vision Research, proposes a playground to study the question of efficient knowledge transfer in a controlled and reproducible setting. The Never-Ending Visual classification Stream (NEVIS’22) is a benchmark stream in addition to an
- [Using AI to study 12 years of representation in TV](https://mlnomad.com/machine-learning/using-ai-to-study-12-years-of-representation-in-tv/) - A new report from the Geena Davis Institute, Google Research and USC uses AI to analyze representation in media.
- [This AI went camping](https://mlnomad.com/machine-learning/this-ai-went-camping/) - This AI went camping AI image generators have come a long way in recent years. When they first started out, they were quite bad at drawing tents. This was because they could only generate images based on the few examples that they had been given. However, they have since learned how to generalize from these
- [Best practices for data enrichment](https://mlnomad.com/machine-learning/best-practices-for-data-enrichment/) - Best practices for data enrichment At DeepMind, our goal is to make sure everything we do meets the highest standards of safety and ethics, in line with our Operating Principles. One of the most important places this starts with is how we collect our data. In the past 12 months, we’ve collaborated with Partnership on
- [Hear what Google’s first Responsible Innovation intern learned](https://mlnomad.com/machine-learning/hear-what-googles-first-responsible-innovation-intern-learned/) - In 2018, we launched Google’s AI Principles to ensure we’re building AI that not only solves important problems and helps people in their daily lives, but also AI that is ethical, fair and safe. At the same time, we launched a central Responsible Innovation team to ensure the rest of Google is held accountable to
- [A conversation with Thomas Friedman about AI](https://mlnomad.com/machine-learning/a-conversation-with-thomas-friedman-about-ai/) - Technology has an unmistakable impact on society — the way we work, learn and play have all changed significantly over the past decade. As SVP of Technology and Society, part of my work at Google is connecting people and ideas to help shape the future of our most ambitious technology and its impact on society,
- [The pursuit of AI education - past, present, and future](https://mlnomad.com/machine-learning/the-pursuit-of-ai-education-past-present-and-future/) - The pursuit of AI education - past, present, and future Meet Sylvia Christie, our education partnerships manager who’s played a leading role in expanding our scholarship programme, which is marking its five-year anniversary. Go to Source https://www.deepmind.com/blog/the-pursuit-of-ai-education-past-present-and-future
- [How we're using AI to help address the climate crisis](https://mlnomad.com/machine-learning/how-were-using-ai-to-help-address-the-climate-crisis/) - Communities around the world are facing the effects of climate change — from devastating floods and wildfires to challenges around food security. As global leaders meet in Egypt for COP27, a key area of focus will be on how we can work together to address the climate change crisis and implement sustainable solutions. At Google,
- [DALL·E API Now Available in Public Beta](https://mlnomad.com/machine-learning/dall·e-api-now-available-in-public-beta/) - DALL·E API Now Available in Public Beta Author: OpenAI https://openai.com/blog/dall-e-api-now-available-in-public-beta/
- [3 ways AI is scaling helpful technologies worldwide](https://mlnomad.com/machine-learning/3-ways-ai-is-scaling-helpful-technologies-worldwide/) - I was first introduced to neural networks as an undergraduate in 1990. Back then, many people in the AI community were excited about the potential of neural networks, which were impressive, but couldn’t yet accomplish important, real-world tasks. I was excited, too! I did my senior thesis on using parallel computation to train neural networks,
- [Twitter is finally free! Is Twitter finally free?](https://mlnomad.com/machine-learning/twitter-is-finally-free-is-twitter-finally-free/) - Twitter is finally free! Is Twitter finally free? TL;DR Yes, likely.★★★★★Here’s what our AIs think about the topic of Elon Musk taking over Twitter. Now that Elon Musk owns Twitter, will things at Twitter get better or worse?It's hard to say what will happen now that Elon Musk owns Twitter. He has a lot of
- [A new genome sequencing tool powered with our technology](https://mlnomad.com/machine-learning/a-new-genome-sequencing-tool-powered-with-our-technology/) - Genome sequencing provides a more complete description of cells and organisms, allowing scientists to uncover serious genetic conditions such as the elevated risk for breast cancer or pulmonary arterial hypertension. While researching genomics has the potential to save lives and preserve people’s quality of life, it's incredibly challenging work.Back in January, we announced a partnership
- [DALL-E 2 plus upscaling for free](https://mlnomad.com/machine-learning/dall-e-2-plus-upscaling-for-free/) - DALL-E 2 plus upscaling for free TL;DR You can use DALL-E 2 for free and upscale images with even more detail for free now. Just a few years ago, artificial intelligence (AI) was something that only existed in science fiction movies. But today, AI is rapidly becoming a reality. One area where AI is having
- [Atompunk on Midjourney](https://mlnomad.com/machine-learning/atompunk-on-midjourney/) - Atompunk on Midjourney Atompunk is one of the cooler styles Midjourney can generate. Here are some of the coolest images (including their detailed creation commands/prompts) we found in the community feed. View fullsize Author: Steve Digital https://www.artificial-intelligence.blog/ai-news/atompunk-on-midjourney
- [How AI can help in the fight against breast cancer](https://mlnomad.com/machine-learning/how-ai-can-help-in-the-fight-against-breast-cancer/) - In 2020, there were 2.3 million people diagnosed with breast cancer and 685,000 deaths globally. Early cancer detection is key to better health outcomes. But screenings are work intensive, and patients often find getting mammograms and waiting for results stressful.In response to these challenges, Google Health and Northwestern Medicine partnered in 2021 on a clinical
- [The original Mona Lisa](https://mlnomad.com/machine-learning/the-original-mona-lisa/) - The original Mona Lisa Did you know that the painting of Mona Lisa as we know it is not the original created by Leonardo Da Vinci?We used AI (DALL-E 2) to “outpaint” the image to see what an original large painting might have looked like. Expanding the original painting only took about 5 minutes.The Mona
- [Outpainting is mindblowing](https://mlnomad.com/machine-learning/outpainting-is-mindblowing/) - Outpainting is mindblowing TL;DR “Outpainting” AIs can “imagine” what is “outside” of any given image.TL;DR 2 Holy swearing expletive!★★★★★ “Outpainting” is using AI to expand any image in any direction DALL-E is a neural network that turns images into paintings. It was created by OpenAI, an artificial intelligence research lab. The name DALL-E comes from
- [Digital transformation with Google Cloud](https://mlnomad.com/machine-learning/digital-transformation-with-google-cloud/) - Digital transformation with Google Cloud We’ve partnered with Google Cloud over the last few years to apply our AI research for making a positive impact on core solutions used by their customers. Here, we introduce a few of these projects, including optimising document understanding, enhancing the value of wind energy, and offering easier use of
- [Measuring perception in AI models](https://mlnomad.com/machine-learning/measuring-perception-in-ai-models/) - Measuring perception in AI models Perception – the process of experiencing the world through senses – is a significant part of intelligence. And building agents with human-level perceptual understanding of the world is a central but challenging task, which is becoming increasingly important in robotics, self-driving cars, personal assistants, medical imaging, and more. So today,
- [How  AI is helping African communities and businesses](https://mlnomad.com/machine-learning/how-ai-is-helping-african-communities-and-businesses/) - Editor’s note: Last week Google hosted the annual Google For Africa eventas part of our commitment to make the internet more useful in Africa, and to support the communities and businesses that will power Africa’s economic growth. This commitment includes our investment in research. Since announcing the Google AI Research Center in Accra, Ghanain 2018,
- [How we’re using machine learning to understand proteins](https://mlnomad.com/machine-learning/how-were-using-machine-learning-to-understand-proteins/) - When most people think of proteins, their mind typically goes to protein-rich foods such as steak or tofu. But proteins are so much more. They’re essential to how living things operate and thrive, and studying them can help improve lives. For example, insulin treatments are life-changing for people with diabetes that are based on years
- [How mapping the world’s buildings makes a difference](https://mlnomad.com/machine-learning/how-mapping-the-worlds-buildings-makes-a-difference/) - In Lamwo district, in northern Uganda, providing access to electricity is a challenge. In a country where only about 24% of the population has a power supply to their home from the national grid, the rate in Lamwo is even lower. This is partly due to lack of information: The government doesn’t have precise data
- [How good is AI at drafting legal documents?](https://mlnomad.com/machine-learning/how-good-is-ai-at-drafting-legal-documents/) - How good is AI at drafting legal documents? Thanks to my friend Ali for inspiring me to explore this topic with Jasper. Artificial intelligence (AI) has been touted as a game-changer in many industries in recent years. From healthcare to finance, there are a few areas that have not been affected by the rise of
- [How undesired goals can arise with correct rewards](https://mlnomad.com/machine-learning/how-undesired-goals-can-arise-with-correct-rewards/) - How undesired goals can arise with correct rewards As we build increasingly advanced artificial intelligence (AI) systems, we want to make sure they don’t pursue undesired goals. Such behaviour in an AI agent is often the result of specification gaming – exploiting a poor choice of what they are rewarded for. In our latest paper,
- [Discovering novel algorithms with AlphaTensor](https://mlnomad.com/machine-learning/discovering-novel-algorithms-with-alphatensor/) - Discovering novel algorithms with AlphaTensor In our paper, published today in Nature, we introduce AlphaTensor, the first artificial intelligence (AI) system for discovering novel, efficient, and provably correct algorithms for fundamental tasks such as matrix multiplication. This sheds light on a 50-year-old open question in mathematics about finding the fastest way to multiply two matrices.
- [The all-seeing eye](https://mlnomad.com/machine-learning/the-all-seeing-eye/) - The all-seeing eye Move your mouse over the most friendly robot eye(s) … A human-computer interface (HCI) is the point of interaction between humans and computers. It includes hardware, software, and any peripheral devices that allow humans and computers to communicate with each other. The purpose of an HCI is to provide a way for
- [Biden or Trump?](https://mlnomad.com/machine-learning/biden-or-trump/) - Biden or Trump? In today's political climate, it can be hard to choose the right candidate. On one hand, you have Joe Biden, who served as vice president for eight years before becoming president and has a long history in politics. On the other hand, you have Donald Trump, a (somewhat successful) businessman with no
- [Are we in a multiverse orchestrated by a superior race for their viewing pleasure?](https://mlnomad.com/machine-learning/are-we-in-a-multiverse-orchestrated-by-a-superior-race-for-their-viewing-pleasure/) - Are we in a multiverse orchestrated by a superior race for their viewing pleasure? Thanks to @KelDanteAlexis for suggesting this topic. The universe is a big place. In fact, it's so big that it's hard to wrap our minds around it. One way to think about the universe is as a giant stage, and we
- [Can AI design a working flux capacitor?](https://mlnomad.com/machine-learning/can-ai-design-a-working-flux-capacitor/) - Can AI design a working flux capacitor? What is a flux capacitor?A flux capacitor is a fictional device that appears in the 1985 movie "Back to the Future." In the movie, the flux capacitor is what makes time travel possible. The device is located in the DeLorean, and it uses a combination of plutonium and
- [DALL·E Now Available Without Waitlist](https://mlnomad.com/machine-learning/dall·e-now-available-without-waitlist/) - DALL·E Now Available Without Waitlist Author: OpenAI https://openai.com/blog/dall-e-now-available-without-waitlist/
- [Supporting the next generation of AI leaders](https://mlnomad.com/machine-learning/supporting-the-next-generation-of-ai-leaders/) - Supporting the next generation of AI leaders We’re partnering with six education charities and social enterprises in the United Kingdom (UK) to co-create a bespoke education programme to help tackle the gaps in STEM education and boost existing programmes. Go to Source https://www.deepmind.com/blog/supporting-the-next-generation-of-ai-leaders
- [Webcam face detection in the browser](https://mlnomad.com/machine-learning/webcam-face-detection-in-the-browser/) - Webcam face detection in the browser Important: Please make sure to allow access to your webcam for this page to work. No video data will be recorded or uploaded. Note: For mobile phones, please turn them sideways into landscape format to get better results. This demo is optimized for desktop browsers.This demo is pretty amazing.
- [How intelligent is Vladimir Putin?](https://mlnomad.com/machine-learning/how-intelligent-is-vladimir-putin/) - How intelligent is Vladimir Putin? Vladimir Putin is often described as a cunning and ruthless politician, but how intelligent is he really? Putin was born in 1952 in Leningrad, Soviet Union (now St. Petersburg, Russia). He joined the KGB after graduating from Leningrad State University in 1975, and rose through the ranks to become a
- [Building safer dialogue agents](https://mlnomad.com/machine-learning/building-safer-dialogue-agents/) - Building safer dialogue agents In our latest paper, we introduce Sparrow – a dialogue agent that’s useful and reduces the risk of unsafe and inappropriate answers. Our agent is designed to talk with a user, answer questions, and search the internet using Google when it’s helpful to look up evidence to inform its responses. Go
- [Introducing Whisper](https://mlnomad.com/machine-learning/introducing-whisper/) - Introducing Whisper Note: Whisper transcribed “Eildons” as “Yildens”` } } const root = document.querySelector('.js-root'); const audio = document.querySelector('.js-audio'); const reveal = document.querySelector('.js-reveal'); const playButton = document.querySelector('.js-play-button'); const playIcon = document.querySelector('.js-play-icon'); const pauseIcon = document.querySelector('.js-pause-icon'); const [unplayedSoundWave, playedSoundWave] = Array.from(document.querySelectorAll('.js-soundwave')); const exampleSelect = document.querySelector('.js-example-select'); const output = document.querySelector('.js-output'); let playing = false; const handlePlay = ()
- [Is AI good for humanity?](https://mlnomad.com/machine-learning/is-ai-good-for-humanity/) - Is AI good for humanity? The debate over whether artificial intelligence is good or bad for humanity is one that has been ongoing since the inception of AI itself. On one side, proponents argue that AI can help us to solve some of the world's most pressing problems, such as climate change, disease and poverty.
- [The next huge challenge for AI is to create good jokes!](https://mlnomad.com/machine-learning/the-next-huge-challenge-for-ai-is-to-create-good-jokes/) - The next huge challenge for AI is to create good jokes! Why is AI so shit at creating good jokes?AI has come a long way in recent years, but there are still some areas where it falls short. One of these is in the area of humor. Specifically, AI struggles with understanding context and irony,
- [What is Elon Musk's IQ?](https://mlnomad.com/machine-learning/what-is-elon-musks-iq/) - What is Elon Musk's IQ? There is no single answer to this question as IQ scores can vary depending on the test used and other factors. However, it is generally agreed that Elon Musk's IQ is extremely high. One estimate put his IQ at 155, which would place him in the top 2% of the
- [How will the world end?](https://mlnomad.com/machine-learning/how-will-the-world-end/) - How will the world end? For centuries, people have speculated about how the world will end. Some believe that it will be destroyed by a natural disaster, while others think that it will be destroyed by human activity. Whatever the cause, it is clear that the end of the world would be a catastrophic event.
- [How our principles helped define AlphaFold’s release](https://mlnomad.com/machine-learning/how-our-principles-helped-define-alphafolds-release/) - How our principles helped define AlphaFold’s release Our Operating Principles have come to define both our commitment to prioritising widespread benefit, as well as the areas of research and applications we refuse to pursue. These principles have been at the heart of our decision making since DeepMind was founded, and continue to be refined as
- [Our commitment on using AI to accelerate progress on global development goals](https://mlnomad.com/machine-learning/our-commitment-on-using-ai-to-accelerate-progress-on-global-development-goals/) - I joined Google earlier this year to lead a new function: Technology & Society. Our aim is to help connect research, people and ideas across Google to shape the future of our technology innovations and their impact on society for the better. A key area of focus is AI, a field I have studied and
- [Maximising the impact of our breakthroughs](https://mlnomad.com/machine-learning/maximising-the-impact-of-our-breakthroughs/) - Maximising the impact of our breakthroughs Colin, CBO at DeepMind, discusses collaborations with Alphabet and how we integrate ethics, accountability, and safety into everything we do. Go to Source https://www.deepmind.com/blog/maximising-the-impact-of-our-breakthroughs
- [My journey from DeepMind intern to mentor](https://mlnomad.com/machine-learning/my-journey-from-deepmind-intern-to-mentor/) - My journey from DeepMind intern to mentor Former intern turned intern manager, Richard Everett, describes his journey to DeepMind, sharing tips and advice for aspiring DeepMinders. The 2023 internship applications will open on the 16th September, please visit https://dpmd.ai/internshipsatdeepmind for more information. Go to Source https://www.deepmind.com/blog/my-journey-from-deepmind-intern-to-mentor
- [In conversation with AI: building better language models](https://mlnomad.com/machine-learning/in-conversation-with-ai-building-better-language-models/) - In conversation with AI: building better language models Our new paper, In conversation with AI: aligning language models with human values, explores a different approach, asking what successful communication between humans and an artificial conversational agent might look like and what values should guide conversation in these contexts. Go to Source https://www.deepmind.com/blog/in-conversation-with-ai-building-better-language-models
- [Can AI create good music?](https://mlnomad.com/machine-learning/can-ai-create-good-music/) - Can AI create good music? There are some who believe that artificial intelligence (AI) will never be able to create good music. After all, music is the product of human creativity and emotion, two areas where AI is still lacking. However, there are also those who believe that AI has the potential to create great
- [From motor control to embodied intelligence](https://mlnomad.com/machine-learning/from-motor-control-to-embodied-intelligence/) - From motor control to embodied intelligence Go to Source https://www.deepmind.com/blog/from-motor-control-to-embodied-intelligence
- [DALL·E: Introducing Outpainting](https://mlnomad.com/machine-learning/dall·e-introducing-outpainting/) - DALL·E: Introducing Outpainting Author: OpenAI https://openai.com/blog/dall-e-introducing-outpainting/
- [Which came first: the chicken or the egg?](https://mlnomad.com/machine-learning/which-came-first-the-chicken-or-the-egg/) - Which came first: the chicken or the egg? The age-old question of which came first, the chicken or the egg, has puzzled philosophers and scientists for centuries. One popular theory is that the answer lies in the evolutionary history of these two animals. Chickens are thought to have descended from a wild jungle fowl known
- [Do humans exist?](https://mlnomad.com/machine-learning/do-humans-exist/) - Do humans exist? The question of whether humans exist is a complex one. On the one hand, there is overwhelming evidence that humans do exist. We have fossil records and DNA evidence that confirms our existence as a species. We also have tangible evidence of our existence in the form of buildings, artwork, and other
- [On the Expressivity of Markov Reward](https://mlnomad.com/machine-learning/on-the-expressivity-of-markov-reward/) - On the Expressivity of Markov Reward Our main results prove that while reward can express many tasks, there exist instances of each task type that no Markov reward function can capture. We then provide a set of polynomial-time algorithms that construct a reward function which allows an agent to optimize tasks of each of these
- [Advancing conservation with AI-based facial recognition of turtles](https://mlnomad.com/machine-learning/advancing-conservation-with-ai-based-facial-recognition-of-turtles/) - Advancing conservation with AI-based facial recognition of turtles We came across Zindi – a dedicated partner with complementary goals – who are the largest community of African data scientists and host competitions that focus on solving Africa’s most pressing problems. Our Science team’s Diversity, Equity, and Inclusion (DE&I) team worked with Zindi to identify a
- [Join us in the AI Test Kitchen](https://mlnomad.com/machine-learning/join-us-in-the-ai-test-kitchen/) - As AI technologies continue to advance, they have the potential to unlock new experiences that support more natural human-computer interactions. We see a future where you can find the information you’re looking for in the same conversational way you speak to friends and family. While there’s still lots of work to be done before this
- [Our approach to alignment research](https://mlnomad.com/machine-learning/our-approach-to-alignment-research/) - Our approach to alignment research Author: Jan Leike https://openai.com/blog/our-approach-to-alignment-research/
- [Winter is coming](https://mlnomad.com/machine-learning/winter-is-coming/) - Winter is coming Considering the recent heatwave, what do you think about heat?The recent heatwave has been tough to bear. The days are long and humid, and the nights offer little relief. I find myself cranky and short-tempered, and even the simplest tasks seem to take twice as much effort. I know I'm not alone
- [Discovering when an agent is present in a system](https://mlnomad.com/machine-learning/discovering-when-an-agent-is-present-in-a-system/) - Discovering when an agent is present in a system We want to build safe, aligned artificial general intelligence (AGI) systems that pursue the intended goals of its designers. Causal influence diagrams (CIDs) are a way to model decision-making situations that allow us to reason about agent incentives. By relating training setups to the incentives that
- [Helping people understand AI](https://mlnomad.com/machine-learning/helping-people-understand-ai/) - If you’re like me, you may have noticed that AI has become a part of daily life. I wake up each morning and ask my smart assistant about the weather. I recently applied for a new credit card and the credit limit was likely determined by a machine learning model. And while typing the previous
- [Making robots more helpful with language](https://mlnomad.com/machine-learning/making-robots-more-helpful-with-language/) - Even the simplest human tasks are unbelievably complex. The way we perceive and interact with the world requires a lifetime of accumulated experience and context. For example, if a person tells you, “I am running out of time,” you don’t immediately worry they are jogging on a street where the space-time continuum ceases to exist.
- [AI predicting the future](https://mlnomad.com/machine-learning/ai-predicting-the-future/) - AI predicting the future What does AI predict for the future?No one knows exactly what the future holds, but that isn't stopping artificial intelligence from trying to predict it. AI has been making some pretty impressive predictions lately, and if it continues on this trajectory, we're in for an exciting future. So what does AI
- [What would Albert Einstein think of AI?](https://mlnomad.com/machine-learning/what-would-albert-einstein-think-of-ai/) - What would Albert Einstein think of AI? What would Albert Einstein think of AI? We may never know for sure, but it’s fascinating to imagine. Some believe that he would have been a strong advocate for the technology, while others contend that he would have been more cautious about its implementation. No matter where you
- [Realising scientists are the real superheroes](https://mlnomad.com/machine-learning/realising-scientists-are-the-real-superheroes/) - Realising scientists are the real superheroes Meet Edgar Duéñez-Guzmán, a research engineer on our Multi-Agent Research team who’s drawing on knowledge of game theory, computer science, and social evolution to get AI agents working better together. Go to Source https://www.deepmind.com/blog/realising-scientists-are-the-real-superheroes
- [New-and-Improved Content Moderation Tooling](https://mlnomad.com/machine-learning/new-and-improved-content-moderation-tooling/) - New-and-Improved Content Moderation Tooling Author: Todor Markov https://openai.com/blog/new-and-improved-content-moderation-tooling/
- [Creating meta art with AI](https://mlnomad.com/machine-learning/creating-meta-art-with-ai/) - Creating meta art with AI What happens when you make AI write about AI?You might be surprised at what AI has to say about itself. It could be insightful, or it could be total gibberish. But either way, it would be an interesting experiment to see what happens when you let AI loose on the
- [Why you should learn AI](https://mlnomad.com/machine-learning/why-you-should-learn-ai/) - Why you should learn AI In the video, Dr Michael Pound provides a good introduction to artificial intelligence, machine learning and deep learning. He discusses how each of these three technologies work and the potential applications for each. Dr Pound also provides examples of how these technologies are being used today. If you are into
- [Best AI generated jokes](https://mlnomad.com/machine-learning/best-ai-generated-jokes/) - Best AI generated jokes All these jokes were created by an AI.A guy walks into a bar and sits down next to a very attractive woman. After an hour of conversation, the woman says to the man, "Thank you for buying me these drinks all night but I am not going to sleep with you.
- [AlphaFold reveals the structure of the protein universe](https://mlnomad.com/machine-learning/alphafold-reveals-the-structure-of-the-protein-universe/) - AlphaFold reveals the structure of the protein universe Today, in partnership with EMBL’s European Bioinformatics Institute (EMBL-EBI), we’re now releasing predicted structures for nearly all catalogued proteins known to science, which will expand the AlphaFold DB by over 200x - from nearly 1 million structures to over 200 million structures - with the potential to
- [DALL·E Now Available in Beta](https://mlnomad.com/machine-learning/dall·e-now-available-in-beta/) - DALL·E Now Available in Beta Author: OpenAI https://openai.com/blog/dall-e-now-available-in-beta/
- [The virtuous cycle of AI research](https://mlnomad.com/machine-learning/the-virtuous-cycle-of-ai-research/) - The virtuous cycle of AI research We recently caught up with Petar Veličković, a research scientist at DeepMind. Along with his co-authors, Petar is presenting his paper The CLRS Algorithmic Reasoning Benchmark at ICML 2022 in Baltimore, Maryland, USA. Go to Source https://www.deepmind.com/blog/the-virtuous-cycle-of-ai-research
- [Reducing Bias and Improving Safety in DALL·E 2](https://mlnomad.com/machine-learning/reducing-bias-and-improving-safety-in-dall·e-2/) - Reducing Bias and Improving Safety in DALL·E 2 Author: OpenAI https://openai.com/blog/reducing-bias-and-improving-safety-in-dall-e-2/
- [DeepMind’s latest research at ICML 2022](https://mlnomad.com/machine-learning/deepminds-latest-research-at-icml-2022/) - DeepMind’s latest research at ICML 2022 Starting this weekend, the thirty-ninth International Conference on Machine Learning (ICML 2022) is meeting from 17-23 July, 2022 at the Baltimore Convention Center in Maryland, USA, and will be running as a hybrid event. Researchers working across artificial intelligence, data science, machine vision, computational biology, speech recognition, and more
- [DALL·E 2: Extending Creativity](https://mlnomad.com/machine-learning/dall·e-2-extending-creativity/) - DALL·E 2: Extending Creativity Author: OpenAI https://openai.com/blog/dall-e-2-extending-creativity/
- [Working together with YouTube](https://mlnomad.com/machine-learning/working-together-with-youtube/) - Working together with YouTube Go to Source https://www.deepmind.com/blog/working-together-with-youtube
- [An update on our work in responsible innovation](https://mlnomad.com/machine-learning/an-update-on-our-work-in-responsible-innovation/) - Over the last year, we’ve seen artificial intelligence (AI) systems advance our work in areas like inclusive product development and support for small businesses and job seekers. We’ve also seen its potential to be helpful in addressing major global needs — like forecasting and planning humanitarian responses to natural disasters, addressing global environmental challenges, and
- [Reflections from ethics and safety ‘on the ground’ at DeepMind](https://mlnomad.com/machine-learning/reflections-from-ethics-and-safety-on-the-ground-at-deepmind/) - Reflections from ethics and safety ‘on the ground’ at DeepMind Boxi shares their experiences working as a program specialist on the ethics & society team to support ethical, safe and beneficial AI development, highlighting the importance of interdisciplinary and sociotechnical thinking. Go to Source https://www.deepmind.com/blog/reflections-from-ethics-and-safety-on-the-ground-at-deepmind
- [Mahima Pushkarna is making data easier to understand](https://mlnomad.com/machine-learning/mahima-pushkarna-is-making-data-easier-to-understand/) - Five years ago, information designer Mahima Pushkarna joined Google to make data easier to understand. As a senior interaction designer on the People + AI Research (PAIR) team, she designed Data Cards to help everyone better understand the contexts of the data they are using. The Data Cards Playbook puts Google’s AI Principles into practice
- [Reducing gender-based harms in AI with Sunipa Dev](https://mlnomad.com/machine-learning/reducing-gender-based-harms-in-ai-with-sunipa-dev/) - Natural language processing (NLP) is a form of artificial intelligence that teaches computer programs how to take in, interpret, and produce language from large data sets. For example, grammar checkers use NLP to come up with grammar suggestions that help people write grammatically correct phrases. But as Google’s AI Principles note, it’s sometimes necessary to
- [DALL·E 2 Pre-Training Mitigations](https://mlnomad.com/machine-learning/dall·e-2-pre-training-mitigations/) - DALL·E 2 Pre-Training Mitigations Author: Alex Nichol https://openai.com/blog/dall-e-2-pre-training-mitigations/
- [Learning to Play Minecraft with Video PreTraining (VPT)](https://mlnomad.com/machine-learning/learning-to-play-minecraft-with-video-pretraining-vpt/) - Learning to Play Minecraft with Video PreTraining (VPT) Author: Bowen Baker https://openai.com/blog/vpt/
- [Leading a movement to strengthen machine learning in Africa](https://mlnomad.com/machine-learning/leading-a-movement-to-strengthen-machine-learning-in-africa/) - Leading a movement to strengthen machine learning in Africa Go to Source https://www.deepmind.com/blog/leading-a-movement-to-strengthen-machine-learning-in-africa
- [How AI creates photorealistic images from text](https://mlnomad.com/machine-learning/how-ai-creates-photorealistic-images-from-text/) - Have you ever seen a puppy in a nest emerging from a cracked egg? What about a photo that’s overlooking a steampunk city with airships? Or a picture of two robots having a romantic evening at the movies? These might sound far-fetched, but a novel type of machine learning technology called text-to-image generation makes them
- [Bridging DeepMind research with Alphabet products](https://mlnomad.com/machine-learning/bridging-deepmind-research-with-alphabet-products/) - Bridging DeepMind research with Alphabet products Today we caught up with Gemma Jennings, a product manager on the Applied team, who led a session on vision language models at the AI Summit, one of the world’s largest AI events for business. Go to Source https://www.deepmind.com/blog/bridging-deepmind-research-with-alphabet-products
- [AI-Written Critiques Help Humans Notice Flaws](https://mlnomad.com/machine-learning/ai-written-critiques-help-humans-notice-flaws/) - AI-Written Critiques Help Humans Notice Flaws ')); // replace DOM document.querySelector(pair.selector).innerHTML = formattedSampleStr; }); // replace text in critiques samples.critiques.forEach(function (critique) { var critiquesEl = document.querySelector(critique.selector); critiquesEl.innerHTML = ''; // clear out var critArr = sample[critique.key]; // array of critique objects if (!critArr.length) { // no critiques, append "none" message var c = document.createElement('div'); c.classList.add('color-fg-50',
- [Techniques for Training Large Neural Networks](https://mlnomad.com/machine-learning/techniques-for-training-large-neural-networks/) - Techniques for Training Large Neural Networks Author: Lilian Weng https://openai.com/blog/techniques-for-training-large-neural-networks/
- [Building a more helpful browser with machine learning](https://mlnomad.com/machine-learning/building-a-more-helpful-browser-with-machine-learning/) - At Google we use technologies like machine learning (ML) to build more useful products — from filtering out email spam, to keeping maps up to date, to offering more relevant search results. Chrome is no exception: We use ML to make web images more accessible to people who are blind or have low vision, and
- [Best Practices for Deploying Language Models](https://mlnomad.com/machine-learning/best-practices-for-deploying-language-models/) - Best Practices for Deploying Language Models Author: OpenAI https://openai.com/blog/best-practices-for-deploying-language-models/
- [Advocating for the LGBTQ+ community in AI research](https://mlnomad.com/machine-learning/advocating-for-the-lgbtq-community-in-ai-research/) - Advocating for the LGBTQ+ community in AI research Research scientist, Kevin McKee, tells how his early love of science fiction and social psychology inspired his career, and how he’s helping advance research in ‘queer fairness’, support human-AI collaboration, and study the effects of AI on the LGBTQ+ community. Go to Source https://www.deepmind.com/blog/advocating-for-the-lgbtq-community-in-ai-research
- [Kyrgyzstan to King’s Cross: the star baker cooking up code](https://mlnomad.com/machine-learning/kyrgyzstan-to-kings-cross-the-star-baker-cooking-up-code/) - Kyrgyzstan to King’s Cross: the star baker cooking up code My day can vary, it really depends on which phase of the project I'm on. Let’s say we want to add a feature to our product – my tasks could range from designing solutions and working with the team to find the best one, to
- [Powering Next Generation Applications with OpenAI Codex](https://mlnomad.com/machine-learning/powering-next-generation-applications-with-openai-codex/) - Powering Next Generation Applications with OpenAI Codex Author: OpenAI https://openai.com/blog/codex-apps/
- [Open-sourcing MuJoCo](https://mlnomad.com/machine-learning/open-sourcing-mujoco/) - Open-sourcing MuJoCo In October 2021, we announced that we acquired the MuJoCo physics simulator, and made it freely available for everyone to support research everywhere. We also committed to developing and maintaining MuJoCo as a free, open-source, community-driven project with best-in-class capabilities. Today, we’re thrilled to report that open sourcing is complete and the entire
- [Building a culture of pioneering responsibly](https://mlnomad.com/machine-learning/building-a-culture-of-pioneering-responsibly/) - Building a culture of pioneering responsibly When I joined DeepMind as COO, I did so in large part because I could tell that the founders and team had the same focus on positive social impact. In fact, at DeepMind, we now champion a term that perfectly captures my own values and hopes for integrating technology
- [From LEGO competitions to DeepMind's robotics lab](https://mlnomad.com/machine-learning/from-lego-competitions-to-deepminds-robotics-lab/) - From LEGO competitions to DeepMind's robotics lab If you want to be at DeepMind, go for it. Apply, interview, and just try. You might not get it the first time but that doesn’t mean you can’t try again. I never thought DeepMind would accept me, and when they did, I thought it was a mistake.
- [How we build with and for people with disabilities](https://mlnomad.com/machine-learning/how-we-build-with-and-for-people-with-disabilities/) - Editor’s note: Today is Global Accessibility Awareness Day. We’re also sharing how we’re making education more accessibleand launching a newAndroid accessibility feature.Over the past nine years, my job has focused on building accessible products and supporting Googlers with disabilities. Along the way, I’ve been constantly reminded of how vast and diverse the disability community is,
- [DALL·E 2 Research Preview Update](https://mlnomad.com/machine-learning/dall·e-2-research-preview-update/) - DALL·E 2 Research Preview Update Author: Joanne Jang https://openai.com/blog/dall-e-2-update/
- [Improving skin tone representation across Google](https://mlnomad.com/machine-learning/improving-skin-tone-representation-across-google/) - Seeing yourself reflected in the world around you — in real life, media or online — is so important. And we know that challenges with image-based technologies and representation on the web have historically left people of color feeling overlooked and misrepresented. Last year, we announced Real Tone for Pixel, which is just one example
- [Google Translate learns 24 new languages](https://mlnomad.com/machine-learning/google-translate-learns-24-new-languages/) - For years, Google Translate has helped break down language barriers and connect communities all over the world. And we want to make this possible for even more people — especially those whose languages aren’t represented in most technology. So today we’ve added 24 languages to Translate, now supporting a total of 133 used around the
- [OpenAI Leadership Team Update](https://mlnomad.com/machine-learning/openai-leadership-team-update/) - OpenAI Leadership Team Update Author: Sam Altman https://openai.com/blog/leadership-team-update/
- [Tackling multiple tasks with a single visual language model](https://mlnomad.com/machine-learning/tackling-multiple-tasks-with-a-single-visual-language-model/) - Tackling multiple tasks with a single visual language model We introduce Flamingo, a single visual language model (VLM) that sets a new state of the art in few-shot learning on a wide range of open-ended multimodal tasks. Go to Source https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
- [When a passion for bass and brass help build better tools](https://mlnomad.com/machine-learning/when-a-passion-for-bass-and-brass-help-build-better-tools/) - When a passion for bass and brass help build better tools We caught up with Kevin Millikin, a software engineer on the DevTools team. He’s in Salt Lake City this week to present at PyCon US, the largest annual gathering for those using and developing the open-source Python programming language. Go to Source https://www.deepmind.com/blog/when-a-passion-for-bass-and-brass-help-build-better-tools
- [Measuring Goodhart’s Law](https://mlnomad.com/machine-learning/measuring-goodharts-law/) - Measuring Goodhart’s Law Goodhart’s law famously says: “When a measure becomes a target, it ceases to be a good measure.” Although originally from economics, it’s something we have to grapple with at OpenAI when figuring out how to optimize objectives that are difficult or costly to measure. It’s often necessary to introduce some proxy objective
- [Investing in Eastern Europe’s AI future](https://mlnomad.com/machine-learning/investing-in-eastern-europes-ai-future/) - It was an honor and a privilege to attend a special event in the Bulgarian capital, Sofia, today to launch INSAIT, the Institute for Computer Science, Artificial Intelligence and Technology. INSAIT is a new AI and computer science research institute that will provide truly world-class facilities.It’s fantastic to see the country where I was born
- [How AI and imagery build a self-updating map](https://mlnomad.com/machine-learning/how-ai-and-imagery-build-a-self-updating-map/) - Building a map is complex, and keeping it up-to-date is even more challenging. Think about how often your city, town or neighborhood changes on a day-to-day basis. Businesses and shops open and close, stretches of highway are added, and roadways change. In today’s Maps 101 installment, we’ll dive into two ways Google Maps uses advancements
- [DALL·E 2](https://mlnomad.com/machine-learning/dall·e-2/) - DALL·E 2 DALL·E 2 is a new AI system that can create realistic images and art from a description in natural language. Go to Source Author: OpenAI https://openai.com/dall-e-2/
- [“Lift as you lead”: Meet 2 women defining responsible AI](https://mlnomad.com/machine-learning/lift-as-you-lead-meet-2-women-defining-responsible-ai/) - At Google, Marian Croak’s technical research team, The Center for Responsible AI and Human-Centered Technology, and Jen Gennai’s operations and governance team, Responsible Innovation, collaborate often on creating a fairer future for AI systems.The teams complement each other to support computer scientists, UX researchers and designers, product managers and subject matter experts in the social
- [Go with the flow state: What music and AI have in common](https://mlnomad.com/machine-learning/go-with-the-flow-state-what-music-and-ai-have-in-common/) - Carrie Cai, Ben Zevenbergen and Johnny Soraker all work on developing artificial intelligence (AI) responsibly at Google, in the larger research community and across the technology industry. Carrie is a research scientist focusing on human-AI interaction, Ben is an ethicist and policy advisor and Johnny is an AI Principles ethicist. They all work within a
- [The Check Up: our latest health AI developments](https://mlnomad.com/machine-learning/the-check-up-our-latest-health-ai-developments/) - Over the years, teams across Google have focused on how technology — specifically artificial intelligence and hardware innovations — can improve access to high-quality, equitable healthcare across the globe.Accessing the right healthcare can be challenging depending on where people live and whether local caregivers have specialized equipment or training for tasks like disease screening. To
- [Meet 3 women who test Google products for fairness](https://mlnomad.com/machine-learning/meet-3-women-who-test-google-products-for-fairness/) - One of the most interesting parts of working at Google is learning what other people do here — it’s not uncommon to come across a job title you’ve never heard of. For example: ProFair Program Manager, or ProFair Analyst.These roles are part of our Responsible Innovation team, which focuses on making sure our tech supports
- [New GPT-3 Capabilities: Edit & Insert](https://mlnomad.com/machine-learning/new-gpt-3-capabilities-edit-insert/) - New GPT-3 Capabilities: Edit & Insert Author: Mohammad Bavarian https://openai.com/blog/gpt-3-edit-insert/
- [The Google.org grantee using AI to detect bushfire risks](https://mlnomad.com/machine-learning/the-google-org-grantee-using-ai-to-detect-bushfire-risks/) - From predicting floods to improving waste management, organizations and researchers across Asia Pacific are using technology to respond to the impact of climate change.Supporting this important work is a priority for Google.org. At today’s Southeast Asia Development Symposium, we announced a $6 million Sustainability Seed Fund to help organizations dedicated to addressing some of the
- [Predicting the past with Ithaca](https://mlnomad.com/machine-learning/predicting-the-past-with-ithaca/) - Predicting the past with Ithaca Restoring, placing and dating ancient texts through collaboration between AI and historians. Go to Source https://deepmind.com/blog/article/Predicting-the-past-with-Ithaca
- [Economic Impacts Research at OpenAI](https://mlnomad.com/machine-learning/economic-impacts-research-at-openai/) - Economic Impacts Research at OpenAI Core to our mission of ensuring that artificial general intelligence benefits all of humanity is understanding the economic impacts that our models have on individuals and society as a whole. Developing tools to rigorously measure the economic impacts of our models is essential to making smarter development and deployment decisions
- [Lessons Learned on Language Model Safety and Misuse](https://mlnomad.com/machine-learning/lessons-learned-on-language-model-safety-and-misuse/) - Lessons Learned on Language Model Safety and Misuse Author: Miles Brundage https://openai.com/blog/language-model-safety-and-misuse/
- [Machine learning can help read the language of life](https://mlnomad.com/machine-learning/machine-learning-can-help-read-the-language-of-life/) - DNA is the language of life: our DNA forms a living record of things that went well for our ancestors, and things that didn’t. DNA tells our body (and every other organism) which proteins to produce; these proteins are tiny machines that carry out enormous tasks, from fighting off infection to helping you ace an
- [An intro to AI, made for students](https://mlnomad.com/machine-learning/an-intro-to-ai-made-for-students/) - Adorable, operatic blobs. A global, online guessing game. Scribbles that transform into works of art. These may not sound like they’re part of a curriculum, but learning the basics of how artificial intelligence (AI) works doesn’t have to be complicated, super-technical or boring.To celebrate Digital Learning Day, we’re releasing a new lesson from Applied Digital
- [Accelerating fusion science through learned plasma control](https://mlnomad.com/machine-learning/accelerating-fusion-science-through-learned-plasma-control/) - Accelerating fusion science through learned plasma control Successfully controlling the nuclear fusion plasma in a tokamak with deep reinforcement learning. Go to Source https://deepmind.com/blog/article/Accelerating-fusion-science-through-learned-plasma-control
- [This Googler wants to ‘add every voice’ to AI](https://mlnomad.com/machine-learning/this-googler-wants-to-add-every-voice-to-ai/) - Early in his career, Laurence Moroney was working on an equation — not something related to his job in tech, but to his bank account. “At one point, I calculated I was about three weeks away from being homeless,” Laurence says. “My motivation was to put a meal on the table and keep a roof
- [MuZero’s first step from research into the real world](https://mlnomad.com/machine-learning/muzeros-first-step-from-research-into-the-real-world/) - MuZero’s first step from research into the real world Go to Source https://deepmind.com/blog/article/MuZeros-first-step-from-research-into-the-real-world
- [Ask a Techspert: What does AI do when it doesn’t know?](https://mlnomad.com/machine-learning/ask-a-techspert-what-does-ai-do-when-it-doesnt-know/) - As humans, we constantly learn from the world around us. We experience inputs that shape our knowledge — including the boundaries of both what we know and what we don’t know.Many of today’s machines also learn by example. However, these machines are typically trained on datasets and information that doesn’t always include rare or out-of-the-ordinary
- [Competitive programming with AlphaCode](https://mlnomad.com/machine-learning/competitive-programming-with-alphacode/) - Competitive programming with AlphaCode As part of DeepMinds mission to solve intelligence, we created a system called AlphaCode that writes computer programs at a competitive level. Go to Source https://deepmind.com/blog/article/Competitive-programming-with-AlphaCode
- [Solving (Some) Formal Math Olympiad Problems](https://mlnomad.com/machine-learning/solving-some-formal-math-olympiad-problems/) - Solving (Some) Formal Math Olympiad Problems We built a neural theorem prover for Lean that learned to solve a variety of challenging high-school olympiad problems, including problems from the AMC12 and AIME competitions, as well as two problems adapted from the IMO.[1] The prover uses a language model to find proofs of formal statements. Each
- [Aligning Language Models to Follow Instructions](https://mlnomad.com/machine-learning/aligning-language-models-to-follow-instructions/) - Aligning Language Models to Follow Instructions We’ve trained language models that are much better at following user intentions than GPT-3 while also making them more truthful and less toxic, using techniques developed through our alignment research. These InstructGPT models, which are trained with humans in the loop, are now deployed as the default language models
- [Introducing Text and Code Embeddings in the OpenAI API](https://mlnomad.com/machine-learning/introducing-text-and-code-embeddings-in-the-openai-api/) - Introducing Text and Code Embeddings in the OpenAI API Author: Arvind Neelakantan https://openai.com/blog/introducing-text-and-code-embeddings/
- [DeepMind: The Podcast returns for Season 2](https://mlnomad.com/machine-learning/deepmind-the-podcast-returns-for-season-2/) - DeepMind: The Podcast returns for Season 2 Were proud to launch a new season of DeepMind: The Podcast, with stories of the latest breakthroughs, innovations, and challenges from inside the lab. Go to Source https://deepmind.com/blog/article/DeepMind-The-Podcast-returns-for-Season-2
- [Advancing genomics to better understand and treat disease](https://mlnomad.com/machine-learning/advancing-genomics-to-better-understand-and-treat-disease/) - Genome sequencing can help us better understand, diagnose and treat disease. For example, healthcare providers are increasingly using genome sequencing to diagnose rare genetic diseases, such as elevated risk for breast cancer or pulmonary arterial hypertension, which are estimated to affect roughly 8% of the population.At Google Health, we’re applying our technology and expertise to
- [How Abigail Annkah is using AI to improve maps in Africa](https://mlnomad.com/machine-learning/how-abigail-annkah-is-using-ai-to-improve-maps-in-africa/) - As a university student, Abigail Annkah fell in love with mathematics, which soon led to her interest in artificial intelligence. After graduating from the African Institute for Mathematical Sciences, Abigail made it through the competitive process to become an AI resident at Google Research, Accra. After her residency, Google offered her a job and she’s
- [2021 Year in Review: Google Quantum AI](https://mlnomad.com/machine-learning/2021-year-in-review-google-quantum-ai/) - Google’s Quantum AI team has had a productive 2021. Despite ongoing global challenges, we’ve made significant progress in our effort to build a fully error-corrected quantum computer, working towards our next hardware milestone of building an error-corrected quantum bit (qubit) prototype. At the same time, we have continued our commitment to realizing the potential of
- [This archaeologist fights tomb raiders with Google Earth](https://mlnomad.com/machine-learning/this-archaeologist-fights-tomb-raiders-with-google-earth/) - In the summer, Dr. Gino Caspari’s day starts at 5:30 a.m. in Siberia, where he studies the ancient Scythians with the Swiss National Science Foundation. There, he looks for burial places of these nomadic warriors who rode through Asia 2,500 years ago. The work isn’t easy, from dealing with extreme temperatures, to swamps covered with
- [WebGPT: Improving the factual accuracy of language models through web browsing](https://mlnomad.com/machine-learning/webgpt-improving-the-factual-accuracy-of-language-models-through-web-browsing/) - WebGPT: Improving the factual accuracy of language models through web browsing We've fine-tuned GPT-3 to more accurately answer open-ended questions using a text-based web browser. Our prototype copies how humans research answers to questions online – it submits search queries, follows links, and scrolls up and down web pages. It is trained to cite its
- [Customizing GPT-3 for Your Application](https://mlnomad.com/machine-learning/customizing-gpt-3-for-your-application/) - Customizing GPT-3 for Your Application Developers can now fine-tune GPT-3 on their own data, creating a custom version tailored to their application. Customizing makes GPT-3 reliable for a wider variety of use cases and makes running the model cheaper and faster. You can use an existing dataset of virtually any shape and size, or incrementally
- [Language modelling at scale: Gopher, ethical considerations, and retrieval](https://mlnomad.com/machine-learning/language-modelling-at-scale-gopher-ethical-considerations-and-retrieval/) - Language modelling at scale: Gopher, ethical considerations, and retrieval We are releasing three papers on language models, Gopher, ethical considerations, and retrieval. Go to Source https://deepmind.com/blog/article/language-modelling-at-scale
- [Simulating matter on the quantum scale with AI](https://mlnomad.com/machine-learning/simulating-matter-on-the-quantum-scale-with-ai/) - Simulating matter on the quantum scale with AI Using neural networks to model electron interactions in molecules and materials, advancing the state-of-the-art towards the long-standing challenge of the density functional in quantum chemistry Go to Source https://deepmind.com/blog/article/Simulating-matter-on-the-quantum-scale-with-AI
- [Unlocking human rights information with machine learning](https://mlnomad.com/machine-learning/unlocking-human-rights-information-with-machine-learning/) - Human rights defenders need information from many sources to do their work effectively. But as issues evolve and new precedents are set, finding the right information to defend a particular case can be like looking for a needle in a haystack.For example, a human rights advocate campaigning for LGBTQ rights may want to know which
- [Exploring the beauty of pure mathematics in novel ways](https://mlnomad.com/machine-learning/exploring-the-beauty-of-pure-mathematics-in-novel-ways/) - Exploring the beauty of pure mathematics in novel ways Discovering new patterns in the fields of topology and representation theory with machine learning Go to Source https://deepmind.com/blog/article/exploring-the-beauty-of-pure-mathematics-in-novel-ways
- [OpenAI Residency](https://mlnomad.com/machine-learning/openai-residency/) - OpenAI Residency Author: OpenAI https://openai.com/blog/openai-residency/
- [Machine learning to make sign language more accessible](https://mlnomad.com/machine-learning/machine-learning-to-make-sign-language-more-accessible/) - Google has spent over twenty years helping to make information accessible and useful in more than 150 languages. And our work is definitely not done, because the internet changes so quickly. About 15% of searches we see are entirely new every day. And when it comes to other types of information beyond words, in many
- [OpenAI’s API Now Available with No Waitlist](https://mlnomad.com/machine-learning/openais-api-now-available-with-no-waitlist/) - OpenAI’s API Now Available with No Waitlist OpenAI is committed to the safe deployment of AI. Since the launch of our API, we’ve made deploying applications faster and more streamlined while adding new safety features. Our progress with safeguards makes it possible to remove the waitlist for GPT-3. Starting today, developers in supported countries can
- [A decade in deep learning, and what's next](https://mlnomad.com/machine-learning/a-decade-in-deep-learning-and-whats-next/) - Twenty years ago, Google started using machine learning, and 10 years ago, it helped spur rapid progress in AI using deep learning. Jeff Dean and Marian Croak of Google Research take a look at how we’ve innovated on these techniques and applied them in helpful ways, and look ahead to a responsible and inclusive path
- [Expanding our ML-based flood forecasting](https://mlnomad.com/machine-learning/expanding-our-ml-based-flood-forecasting/) - In 2018 we began our flood forecasting initiative to help combat the catastrophic damage from floods each year by equipping those in harm’s way with accurate and detailed alerts. This work is a part of Google’s broader Crisis Response program which provides people access to trusted information and resources in critical moments. For over a
- [A communication tool for people with speech impairments](https://mlnomad.com/machine-learning/a-communication-tool-for-people-with-speech-impairments/) - For millions of people, being able to speak and be understood can be difficult as a result of conditions that can impact speech, including stroke, ALS, Cerebral Palsy, traumatic brain injury or Parkinson's disease. Today, we’re inviting an initial group of people to test Project Relate, a new Android app that aims to help people
- [Real-World Challenges for AGI](https://mlnomad.com/machine-learning/real-world-challenges-for-agi/) - Real-World Challenges for AGI Koray Kavukcuoglu, VP of Research, discusses why addressing real-world challenges now helps advance the development of true AGI. Go to Source https://deepmind.com/blog/article/real-world-challenges-for-agi
- [Reducing city transport emissions with Maps and AI](https://mlnomad.com/machine-learning/reducing-city-transport-emissions-with-maps-and-ai/) - City transportation is crucial to connecting residents to education, employment and essential services. At the same time, the transportation sector is where global greenhouse gas (GHG) emissions are rising the quickest.In 2018, we launched the Environmental Insights Explorer (EIE) in collaboration with the Global Covenant of Mayors for Climate & Energy (GCoM). As part of
- [Solving Math Word Problems](https://mlnomad.com/machine-learning/solving-math-word-problems/) - Solving Math Word Problems We’ve trained a system that solves grade school math problems with nearly twice the accuracy of a fine-tuned GPT-3 model. It solves about 90% as many problems as real kids: a small sample of 9-12 year olds scored 60% on a test from our dataset, while our system scored 55% on
- [Introducing Pathways: A next-generation AI architecture](https://mlnomad.com/machine-learning/introducing-pathways-a-next-generation-ai-architecture/) - When I reflect on the past two decades of computer science research, few things inspire me more than the remarkable progress we’ve seen in the field of artificial intelligence.In 2001, some colleagues sitting just a few feet away from me at Google realized they could use an obscure technique called machine learning to help correct
- [Opening up a physics simulator for robotics](https://mlnomad.com/machine-learning/opening-up-a-physics-simulator-for-robotics/) - Opening up a physics simulator for robotics As part of DeepMind's mission of advancing science, we have acquired the MuJoCo physics simulator and are making it freely available for everyone, to support research everywhere. Go to Source https://deepmind.com/blog/announcements/mujoco
- [Qubit the dog on the big questions in quantum computing](https://mlnomad.com/machine-learning/qubit-the-dog-on-the-big-questions-in-quantum-computing/) - This week we sat down for an interview with Qubit the dog, whose human Julian Kelly is one of our lead Research Scientists with Google Quantum AI. Qubit was born in 2012, right when Julian and team were first designing the qubits that now underlie Google’s quantum computers. He nearly received the honor of pressing
- [Stacking our way to more general robots](https://mlnomad.com/machine-learning/stacking-our-way-to-more-general-robots/) - Stacking our way to more general robots Introducing RGB-Stacking as a new benchmark for vision-based robotic manipulation. Go to Source https://deepmind.com/blog/article/stacking-our-way-to-more-general-robots
- [What made me want to fight for fair AI](https://mlnomad.com/machine-learning/what-made-me-want-to-fight-for-fair-ai/) - My life has always involved centering the voices of those historically marginalized in order to foster equitable communities. Growing up, I lived in a small suburb just outside of Cleveland, Ohio and I was fortunate enough to attend Laurel School, an all-girls school focused on encouraging young women to think critically and solve difficult world
- [The ML Glossary: Five years of new language](https://mlnomad.com/machine-learning/the-ml-glossary-five-years-of-new-language/) - Over guacamole and corn chips at a party, a friend mentions that her favorite phone game uses augmented reality. Another friend points her phone at the host and shouts, "Watch out—a t-rex is sneaking up behind you." Eager to join the conversation, you blurt, "My blender has an augmented reality setting."If only you had looked
- [Predicting gene expression with AI](https://mlnomad.com/machine-learning/predicting-gene-expression-with-ai/) - Predicting gene expression with AI Our new Enformer architecture advances genetic research by improving the ability to predict how DNA sequence influences gene expression. Go to Source https://deepmind.com/blog/article/enformer
- [Nowcasting the Next Hour of Rain](https://mlnomad.com/machine-learning/nowcasting-the-next-hour-of-rain/) - Nowcasting the Next Hour of Rain Our latest research and state-of-the-art model advances the science of Precipitation Nowcasting. Go to Source https://deepmind.com/blog/article/nowcasting
- [How AI is making information more useful](https://mlnomad.com/machine-learning/how-ai-is-making-information-more-useful/) - Today, there’s more information accessible at people’s fingertips than at any point in human history. And advances in artificial intelligence will radically transform the way we use that information, with the ability to uncover new insights that can help us both in our daily lives and in the ways we are able to tackle complex
- [Summarizing Books with Human Feedback](https://mlnomad.com/machine-learning/summarizing-books-with-human-feedback/) - Summarizing Books with Human Feedback Read paperBrowse samples Author: OpenAI https://openai.com/blog/summarizing-books/
- [Googler Marian Croak is now in the Inventors Hall of Fame](https://mlnomad.com/machine-learning/googler-marian-croak-is-now-in-the-inventors-hall-of-fame/) - Look around you right now and consider everything that was created by an inventor. The computer you’re reading this article on, the internet necessary to load this article, the electricity that powers the screen, even the coffee maker you used this morning. To recognize the incredible contributions of those inventors and the benefits they bring to
- [Helen Toner Joins OpenAI’s Board of Directors](https://mlnomad.com/machine-learning/helen-toner-joins-openais-board-of-directors/) - Helen Toner Joins OpenAI’s Board of Directors Today, we’re excited to announce the appointment of Helen Toner to our Board of Directors. As the Director of Strategy at Georgetown’s Center for Security and Emerging Technology (CSET), Helen has deep expertise in AI policy and global AI strategy research. This appointment advances our dedication to the
- [This Googler’s team is making shopping more inclusive](https://mlnomad.com/machine-learning/this-googlers-team-is-making-shopping-more-inclusive/) - There’s a lot to love about online shopping: It’s fast, it’s easy and there are a ton of options to choose from. But there’s one obvious challenge — you can’t try anything on. This is something Google product manager Debbie Biswas noticed, as a tech industry veteran and startup founder herself. “Historically, the fashion industry
- [These researchers are bringing AI to farmers](https://mlnomad.com/machine-learning/these-researchers-are-bringing-ai-to-farmers/) - “Farmers feed the entire world — so how might we support them to be resilient and build sustainable systems that also support global food security?” It’s a question that Diana Akrong found herself asking last year. Diana is a UX researcher based in Accra, Ghana, and the founding member of Google’s Accra UX team.Across the
- [A crossword puzzle with a big purpose](https://mlnomad.com/machine-learning/a-crossword-puzzle-with-a-big-purpose/) - Before the pandemic, Alicia Chang was working on a new project. “I was experimenting with non-traditional ways to help teach Googlers the AI Principles,” she says. Alicia is a technical writer on the Engineering Education team focused on designing learning experiences to help Googlers learn about our AI Principles and how to apply them in
- [OpenAI Codex](https://mlnomad.com/machine-learning/openai-codex/) - OpenAI Codex Author: Wojciech Zaremba https://openai.com/blog/openai-codex/
- [Building architectures that can handle the world’s data](https://mlnomad.com/machine-learning/building-architectures-that-can-handle-the-worlds-data/) - Building architectures that can handle the world’s data Perceiver IO, a more general version of the Perceiver architecture, can produce a wide variety of outputs from many different inputs. Go to Source https://deepmind.com/blog/article/building-architectures-that-can-handle-the-worlds-data
- [Partnering with the NSF on a research institute for AI to improve care for older adults](https://mlnomad.com/machine-learning/partnering-with-the-nsf-on-a-research-institute-for-ai-to-improve-care-for-older-adults/) - From the early days of the internet to the development of the Human Genome Project, U.S. government-funded R&D has yielded remarkable progress for society, and today it is an important engine for AI research. That’s why, last year, we were proud to announce our partnership with the U.S. National Science Foundation (NSF) to provide $5M
- [Using AI to map Africa’s buildings](https://mlnomad.com/machine-learning/using-ai-to-map-africas-buildings/) - Between 2020 and 2050, Africa’s population is expected to double, adding 950 million more people to its urban areas alone. However, according to 2018 figures, a scarcity of affordable housing in many African cities has forced over half of the city dwellers in Sub-Saharan Africa to live in informal settlements. And in rural areas, many
- [Introducing Triton: Open-Source GPU Programming for Neural Networks](https://mlnomad.com/machine-learning/introducing-triton-open-source-gpu-programming-for-neural-networks/) - Introducing Triton: Open-Source GPU Programming for Neural Networks Author: Philippe Tillet https://openai.com/blog/triton/
- [Generally capable agents emerge from open-ended play](https://mlnomad.com/machine-learning/generally-capable-agents-emerge-from-open-ended-play/) - Generally capable agents emerge from open-ended play In new work, algorithmic advances and new training environments lead to agents which exhibit general heuristic behaviours. Go to Source https://deepmind.com/blog/article/generally-capable-agents-emerge-from-open-ended-play
- [Putting the power of AlphaFold into the world’s hands](https://mlnomad.com/machine-learning/putting-the-power-of-alphafold-into-the-worlds-hands/) - Putting the power of AlphaFold into the world’s hands In partnership with EMBL-EBI, were incredibly proud to be launching the AlphaFold Protein Structure Database. Go to Source https://deepmind.com/blog/article/putting-the-power-of-alphafold-into-the-worlds-hands
- [Our Series A](https://mlnomad.com/machine-learning/our-series-a/) - Less than a year ago, we wrote a blog post announcing our seed fundraising. We didn’t expect to write a successor post so soon! But today we are overjoyed to announce that Cube Dev has raised $15.5M in Series A funding, led by Decibel.It’s been a busy eleven months. Since last August, there are 5 times
- [Launching the AI Academy for small newsrooms](https://mlnomad.com/machine-learning/launching-the-ai-academy-for-small-newsrooms/) - As people searched for the latest information on COVID-19 last year, including school reopenings and travel restrictions, the BBC recognized they needed to find new ways of bringing their journalism to their audiences. They released a new online tool, the BBC Corona Bot, which uses artificial intelligence to draw on BBC News’ explanatory journalism. It
- [Kick like a pro with Footy Skills Lab](https://mlnomad.com/machine-learning/kick-like-a-pro-with-footy-skills-lab/) - When I was growing up in Brisbane, Aussie Rules football wasn’t offered as a school sport – and there weren’t any professional female role models to look up to and learn from. Despite these limitations, we got resourceful. We organized football games in our lunch breaks with friends, using soccer or rugby goal posts and
- [An update on our progress in responsible AI innovation](https://mlnomad.com/machine-learning/an-update-on-our-progress-in-responsible-ai-innovation/) - Over the past year, responsibly developed AI has transformed health screenings, supportedfact-checking to battle misinformation and save lives, predicted Covid-19 cases to support public health, and protected wildlife after bushfires. Developing AI in a way that gets it right for everyone requires openness, transparency, and a clear focus on understanding the societal implications. That is
- [How we’re supporting 30 new AI for Social Good projects](https://mlnomad.com/machine-learning/how-were-supporting-30-new-ai-for-social-good-projects/) - Over recent years, we have seen remarkable progress in AI’s ability to confront new problems and help solve old ones. Advancing these efforts was one reason we set up the Google Research India lab in 2019, with a particular emphasis on AI research that could make a positive social impact. It’s also why we've supported
- [Douglas Coupland fuses AI and art to inspire students](https://mlnomad.com/machine-learning/douglas-coupland-fuses-ai-and-art-to-inspire-students/) - Have you ever noticed that the word art is embedded in the phrase artificial intelligence? Neither did we, but when the opportunity presented itself to explore how artificial intelligence (AI) inspires artistic expression — with the help of internationally renowned Canadian artist Douglas Coupland — the Google Research team jumped on it. This collaboration, with
- [Improving Language Model Behavior by Training on a Curated Dataset](https://mlnomad.com/machine-learning/improving-language-model-behavior-by-training-on-a-curated-dataset/) - Improving Language Model Behavior by Training on a Curated Dataset Read paper We've found we can improve language model behavior with respect to specific behavioral values by fine-tuning on a curated dataset of
- [An update on our racial justice efforts](https://mlnomad.com/machine-learning/an-update-on-our-racial-justice-efforts/) - An update on our racial justice efforts To help combat racism and advance racial equity, we've made donations to organisations that support Black communities in the AI/ML space. Go to Source https://deepmind.com/blog/announcements/an-update-on-our-racial-justice-efforts
- [OpenAI Startup Fund](https://mlnomad.com/machine-learning/openai-startup-fund/) - OpenAI Startup Fund Author: OpenAI https://openai.com/fund/
- [Finding any Cartier watch in under 3 seconds](https://mlnomad.com/machine-learning/finding-any-cartier-watch-in-under-3-seconds/) - Cartier is legendary in the world of luxury — a name that is synonymous with iconic jewelry and watches, timeless design, savoir-faire and exceptional customer service. Maison Cartier’s collection dates back to the opening of Louis-François Cartier’s very first Paris workshop in 1847. And with over 174 years of history, the Maison’s catalog is extensive, with
- [11 ways we're innovating with AI](https://mlnomad.com/machine-learning/11-ways-were-innovating-with-ai/) - AI is integral to so much of the work we do at Google. Fundamental advances in computing are helping us confront some of the greatest challenges of this century, like climate change. Meanwhile, AI is also powering updates across our products, including Search, Maps and Photos — demonstrating how machine learning can improve your life in
- [Maysam Moussalem teaches Googlers human-centered AI](https://mlnomad.com/machine-learning/maysam-moussalem-teaches-googlers-human-centered-ai/) - Originally, Maysam Moussalem dreamed of being an architect. “When I was 10, I looked up to see the Art Nouveau dome over the Galeries Lafayette in Paris, and I knew I wanted to make things like that,” she says. “Growing up between Austin, Paris, Beirut and Istanbul just fed my love of architecture.” But she
- [Google I/O 2021: Being helpful in moments that matter](https://mlnomad.com/machine-learning/google-i-o-2021-being-helpful-in-moments-that-matter/) - It’s great to be back hosting our I/O Developers Conference this year. Pulling up to our Mountain View campus this morning, I felt a sense of normalcy for the first time in a long while. Of course, it’s not the same without our developer community here in person. COVID-19 has deeply affected our entire global
- [Using AI to help find answers to common skin conditions](https://mlnomad.com/machine-learning/using-ai-to-help-find-answers-to-common-skin-conditions/) - Artificial intelligence (AI) has the potential to help clinicians care for patients and treat disease — from improving the screening process for breast cancer to helping detect tuberculosis more efficiently. When we combine these advances in AI with other technologies, like smartphone cameras, we can unlock new ways for people to stay better informed about
- [OpenAI Scholars 2021: Final Projects](https://mlnomad.com/machine-learning/openai-scholars-2021-final-projects/) - OpenAI Scholars 2021: Final Projects We’re proud to announce that the 2021 class of OpenAI Scholars has completed our six-month mentorship program and have produced an open-source research project with stipends and support from OpenAI. Working alongside leading OpenAI researchers that created GPT-3 and DALL·E, our Scholars explored topics like AI safety, contrastive learning, generative
- [Advancing sports analytics through AI research](https://mlnomad.com/machine-learning/advancing-sports-analytics-through-ai-research/) - Advancing sports analytics through AI research Sports analytics is in the midst of a remarkably important era, offering interesting opportunities for AI researchers and sports leaders alike. Go to Source https://deepmind.com/blog/article/advancing-sports-analytics-through-ai
- [Game theory as an engine for large-scale data analysis](https://mlnomad.com/machine-learning/game-theory-as-an-engine-for-large-scale-data-analysis/) - Game theory as an engine for large-scale data analysis Our research explored a new approach to an old problem: we reformulated principal component analysis (PCA), a type of eigenvalue problem, as a competitive multi-agent game we call EigenGame. Go to Source https://deepmind.com/blog/article/EigenGame
- [Woolaroo: a new tool for exploring indigenous languages](https://mlnomad.com/machine-learning/woolaroo-a-new-tool-for-exploring-indigenous-languages/) - “Our dictionary doesn’t have a word for shoe” my Uncle Allan Lena said, so when kids ask him what to call it in Yugambeh, he’ll say “jinung gulli” - a foot thing.Uncle Allan Lena is a frontline worker in the battle to reteach the Yugambeh Aboriginal language to the children of southeast Queensland, Australia, where
- [Will Hurd Joins OpenAI’s Board of Directors](https://mlnomad.com/machine-learning/will-hurd-joins-openais-board-of-directors/) - Will Hurd Joins OpenAI’s Board of Directors OpenAI is committed to developing general-purpose artificial intelligence that benefits all humanity, and we believe that achieving our goal requires expertise in public policy as well as technology. So, we’re delighted to announce that Congressman Will Hurd has joined our board of directors. Will served three terms in
- [When artists and machine intelligence come together](https://mlnomad.com/machine-learning/when-artists-and-machine-intelligence-come-together/) - Throughout history, from photography to video to hypertext, artists have pushed the expressive limits of new technologies, and artificial intelligence is no exception. At I/O 2019, Google Research and Google Arts & Culture launched the Artists + Machine Intelligence Grants, providing a range of support and technical mentorship to six artists from around the globe
- [A whale of a tale about responsibility and AI](https://mlnomad.com/machine-learning/a-whale-of-a-tale-about-responsibility-and-ai/) - A couple of years ago, Google AI for Social Good’s Bioacoustics team created a ML model that helps the scientific community detect the presence of humpback whale sounds using acoustic recordings. This tool, developed in partnership with the National Oceanic and Atmospheric Association, helps biologists study whale behaviors, patterns, population and potential human interactions. We realized
- [How we’re minimizing AI’s carbon footprint](https://mlnomad.com/machine-learning/how-were-minimizing-ais-carbon-footprint/) - When I first visited Google back in 2002, I was a computer science professor at UC Berkeley. My colleague John Hennessey and I were updating our textbook on computer architecture, and Larry Page — who rode a hot-rodded electric scooter at the time — agreed to show me how his then three-year-old company designed its
- [How fact checkers and Google.org are fighting misinformation](https://mlnomad.com/machine-learning/how-fact-checkers-and-google-org-are-fighting-misinformation/) - Misinformation can have dramatic consequences on people’s lives — from finding reliable information on everything from elections to vaccinations — and the pandemic has only exacerbated the problem as accurate information can save lives. To help fight the rise in minsformation, Full Fact, a nonprofit that provides tools and resources to fact checkers, turned to
- [Redefining what a map can be with new information and AI](https://mlnomad.com/machine-learning/redefining-what-a-map-can-be-with-new-information-and-ai/) - Sixteen years ago, many of us held a printout of directions in one hand and the steering wheel in the other to get around— without information about the traffic along your route or details about when your favorite restaurant was open. Since then, we’ve been pushing the boundaries of what a map can do, propelled
- [GPT-3 Powers the Next Generation of Apps](https://mlnomad.com/machine-learning/gpt-3-powers-the-next-generation-of-apps/) - GPT-3 Powers the Next Generation of Apps Join the waitlist Author: OpenAI https://openai.com/blog/gpt-3-apps/
- [Helping newsrooms experiment together with AI](https://mlnomad.com/machine-learning/helping-newsrooms-experiment-together-with-ai/) - In our JournalismAI report, journalists around the world told researchers they are eager to collaborate and explore the benefits of AI, especially as it applies to newsgathering, production and distribution. To facilitate their collaboration, the Google News Initiative and Polis – the journalism think tank at the London School of Economics and Political Science – are
- [What drives Nithya Sambasivan’s fight for fairness](https://mlnomad.com/machine-learning/what-drives-nithya-sambasivans-fight-for-fairness/) - When Nithya Sambasivan was finishing her undergraduate degree in engineering, she felt slightly unsatisfied. “I wanted to know, ‘how will the technology I build impact people?’” she says. Luckily, she would soon discover the field of Human Computer Interaction (HCI) and pursue her graduate degrees. She completed her master’s and PhD in HCI focusing on technology
- [Multimodal Neurons in Artificial Neural Networks](https://mlnomad.com/machine-learning/multimodal-neurons-in-artificial-neural-networks/) - Multimodal Neurons in Artificial Neural Networks Author: OpenAI https://openai.com/blog/multimodal-neurons/
- [Marian Croak’s vision for responsible AI at Google](https://mlnomad.com/machine-learning/marian-croaks-vision-for-responsible-ai-at-google/) - Dr. Marian Croak has spent decades working on groundbreaking technology, with over 200 patents in areas such as Voice over IP, which laid the foundation for the calls we all use to get things done and stay in touch during the pandemic. For the past six years she’s been a VP at Google working on
- [Scaling Kubernetes to 7,500 Nodes](https://mlnomad.com/machine-learning/scaling-kubernetes-to-7500-nodes/) - Scaling Kubernetes to 7,500 Nodes Author: OpenAI https://openai.com/blog/scaling-kubernetes-to-7500-nodes/
- [Meet the researcher creating more access with language](https://mlnomad.com/machine-learning/meet-the-researcher-creating-more-access-with-language/) - When you’ve got your hands full, so you use your voice to ask your phone to play your favorite song, it can feel like magic. In reality, it’s a more complicated combination of engineering, design and natural language processing at work, making it easier for many of us to use our smartphones. But what happens
- [Mercedes Dashboard with AI](https://mlnomad.com/machine-learning/mercedes-dashboard-with-ai/) - Mercedes Dashboard with AI View fullsize Author: Steve Digital https://www.artificial-intelligence.blog/news/mercedes-dashboard-with-ai
- [Creating Images from Text using GPT-3](https://mlnomad.com/machine-learning/creating-images-from-text-using-gpt-3/) - Creating Images from Text using GPT-3 DALL·E is a 12-billion parameter version of GPT-3 trained to generate images from text descriptions, using a dataset of text–image pairs. It has a diverse set of capabilities, including creating anthropomorphized versions of animals and objects, combining unrelated concepts in plausible ways, rendering text, and applying transformations to existing
- [CLIP: Connecting Text and Images](https://mlnomad.com/machine-learning/clip-connecting-text-and-images/) - CLIP: Connecting Text and Images Author: OpenAI https://openai.com/blog/clip/
- [DALL·E: Creating Images from Text](https://mlnomad.com/machine-learning/dall·e-creating-images-from-text/) - DALL·E: Creating Images from Text Author: OpenAI https://openai.com/blog/dall-e/
- [Just desserts: Baking with AI-made recipes](https://mlnomad.com/machine-learning/just-desserts-baking-with-ai-made-recipes/) - It’s winter, it’s the holidays and it’s quarantine-times: It’s the perfect recipe for doing a ton of baking. In fact, U.S. search interest in "baking" spiked in both November and December 2020. But being in the AI field, we decided to dive a little deeper into the trend and try to understand the science behind what makes
- [Organizational Update from OpenAI](https://mlnomad.com/machine-learning/organizational-update-from-openai/) - Organizational Update from OpenAI It’s been a year of dramatic change and growth at OpenAI. In May, we introduced GPT-3—the most powerful language model to date—and soon afterward launched our first commercial product, an API to safely access artificial intelligence models using simple, natural-language prompts. We’re proud of these and other research breakthroughs by our
- [MuZero: Mastering Go, chess, shogi and Atari without rules](https://mlnomad.com/machine-learning/muzero-mastering-go-chess-shogi-and-atari-without-rules/) - MuZero: Mastering Go, chess, shogi and Atari without rules Planning winning strategies in unknown environments is a step forward in the pursuit of general-purpose algorithms. Go to Source https://deepmind.com/blog/article/muzero-mastering-go-chess-shogi-and-atari-without-rules
- [AI helps protect Australian wildlife in fire-affected areas](https://mlnomad.com/machine-learning/ai-helps-protect-australian-wildlife-in-fire-affected-areas/) - Editor’s note: Today's guest post comes from Darren Grover, Head of Healthy Land and Seascapes at the World Wide Fund For Nature Australia.Over the next six months, more than 600 sensor cameras will be deployed in bushfire-affected areas across Australia, monitoring and evaluating the surviving wildlife populations. This nationwide effort is part of An Eye
- [Researchers can use qsim to explore quantum algorithms](https://mlnomad.com/machine-learning/researchers-can-use-qsim-to-explore-quantum-algorithms/) - A year ago, Google’s Quantum AI team achieved a beyond-classical computation by using a quantum computer to outperform the world’s fastest classical computer. With this, we entered a new era of quantum computing. We still have a long journey ahead of us to find practical applications, and we know we can’t get there alone. So
- [When newsrooms collaborate with AI](https://mlnomad.com/machine-learning/when-newsrooms-collaborate-with-ai/) - Two years ago, the Google News Initiative partnered with the London School of Economics and Political Science to launch JournalismAI, a global effort to foster media literacy in newsrooms through research, training and experimentation. Since then, more than 62 thousand journalists have taken Introduction to Machine Learning, an online course provided in 17 languages in partnership
- [Using JAX to accelerate our research](https://mlnomad.com/machine-learning/using-jax-to-accelerate-our-research/) - Using JAX to accelerate our research Here we share our experience of working with JAX, outline why we find it useful for our AI research, and give an overview of the ecosystem we are building to support researchers everywhere. Go to Source https://deepmind.com/blog/article/using-jax-to-accelerate-our-research
- [Can AI make me trendier?](https://mlnomad.com/machine-learning/can-ai-make-me-trendier/) - As a software engineer and generally analytic type, I like to craft theories for everything. Theories on how to build software, how to stay productive, how to be creative...and even how to dress well. For help with that last one, I decided to hire a personal stylist. As it turned out, I was not my
- [AlphaFold: a solution to a 50-year-old grand challenge in biology](https://mlnomad.com/machine-learning/alphafold-a-solution-to-a-50-year-old-grand-challenge-in-biology/) - AlphaFold: a solution to a 50-year-old grand challenge in biology In a major scientific advance, the latest version of our AI systemAlphaFoldhas been recognised as a solution to the protein folding problem by the organisers of the biennial Critical Assessment of protein Structure Prediction (CASP). Go to Source https://deepmind.com/blog/article/alphafold-a-solution-to-a-50-year-old-grand-challenge-in-biology
- [Find your inner poet with help from America's greats](https://mlnomad.com/machine-learning/find-your-inner-poet-with-help-from-americas-greats/) - Behold! the living thrilling linesThat course the blood like madd'ning wines,And leap with scintillating sprayAcross the guards of ecstasy.The flame that lights the lurid spellSprings from the soul's artesian well,Its fairy filament of artEntwines the fragments of a heart.Poetry by Georgia Douglas JohnsonWhen you write the living thrilling lines of a poem, you put yourself
- [Music from the heart, with an AI assist](https://mlnomad.com/machine-learning/music-from-the-heart-with-an-ai-assist/) - The next time you hear a popular song on the radio, listen to the beat behind the lyrics. Usually, a high-powered production team came up with it—but in the future, that beat could be created with help from artificial intelligence. That’s what Googler MJ Jacob predicts, as he combines his job as an engineer with
- [Introducing Google News Initiative Conversations](https://mlnomad.com/machine-learning/introducing-google-news-initiative-conversations/) - This year, the way many of us work has changed dramatically. We’ve gone from lunch meetings and large networking conferences to meeting virtually from our makeshift home offices. The COVID-19 pandemic has certainly upended a lot of this, but that doesn’t mean sharing ideas is on hold, too. That’s especially true for the Google News
- [Rachel Malarich is planting a better future, tree by tree](https://mlnomad.com/machine-learning/rachel-malarich-is-planting-a-better-future-tree-by-tree/) - Everyone has a tree story, Rachel Malarich says—and one of hers takes place on the limbs of a eucalyptus tree. Rachel and her cousins spent summers in central California climbing the 100-foot tall trees and hanging out between the waxy blue leaves—an experience she remembers as awe-inspiring. Now, as Los Angeles first-ever City Forest Officer, Rachel’s
- [5 ways to celebrate TensorFlow's 5th birthday](https://mlnomad.com/machine-learning/5-ways-to-celebrate-tensorflows-5th-birthday/) - Five years ago, we open-sourced TensorFlow, our machine learning framework for research and production. Our goal was to expand access to state-of-the-art machine learning tools so anyone could use them.Since then, TensorFlow has become the most popular machine learning library in the world, with over 160 million downloads. Seeing so many people use TensorFlow is
- [Bickey Russell finds inspiration from his native Bangladesh](https://mlnomad.com/machine-learning/bickey-russell-finds-inspiration-from-his-native-bangladesh/) - Welcome to the latest edition of “My Path to Google,” where we talk to Googlers, interns and alumni about how they got to Google, what their roles are like and even some tips on how to prepare for interviews.Having spent his childhood between London, Milan and Dhaka, Bangladesh, Bickey Russell began his career at Google
- [Breaking down global barriers to access](https://mlnomad.com/machine-learning/breaking-down-global-barriers-to-access/) - Breaking down global barriers to access Were delighted to announce that we are expanding our programme to support scholars in many more countries currently underrepresented in AI, Go to Source https://deepmind.com/blog/article/breaking-down-global-barriers-to-access
- [Halodoc uses AI to improve how doctors receive feedback](https://mlnomad.com/machine-learning/halodoc-uses-ai-to-improve-how-doctors-receive-feedback/) - Due to Indonesia’s vast size and population, timely and reliable access to healthcare can sometimes be a challenge. Halodoc aims to change that with a mobile first-telemedicine platform that connects Indonesians to doctors and helps them arrange appointments, medicine deliveries and tests. What’s distinctive about the Halodoc platform is that it draws on human-centered artificial intelligence:
- [Exploring AI for radiotherapy planning with Mayo Clinic](https://mlnomad.com/machine-learning/exploring-ai-for-radiotherapy-planning-with-mayo-clinic/) - More than 18 million new cancer cases are diagnosed globally each year, and radiotherapy is one of the most common cancer treatments—used to treat over halfof cancers in the United States. But planning for a course of radiotherapy treatment is often a time-consuming and manual process for clinicians. The most labor-intensive step in planning is
- [How Eurovision inspired a research intern's project](https://mlnomad.com/machine-learning/how-eurovision-inspired-a-research-interns-project/) - Research happens at Google everyday, on many different embedded teams throughout the company. For example, Amit Moryossef developed a machine learning model for sign language detection while interning this year with our Language team in Zurich. Since our 2021 Research Internship applications opened this month, Amit chatted with us to discuss what his experience has
- [Partnerships for advanced weather and climate prediction](https://mlnomad.com/machine-learning/partnerships-for-advanced-weather-and-climate-prediction/) - When I was a child, growing up on an almond farm in central California, the day always began by turning on the radio and listening to the forecasters talking about temperature, precipitation, and something called “evapotranspiration rate.” I didn’t know what all those terms meant at the time, but I could see how my father
- [FermiNet: Quantum Physics and Chemistry from First Principles](https://mlnomad.com/machine-learning/ferminet-quantum-physics-and-chemistry-from-first-principles/) - FermiNet: Quantum Physics and Chemistry from First Principles Weve developed a new neural network architecture, the Fermionic Neural Network or FermiNet, which is well-suited to modeling the quantum state of large collections of electrons, the fundamental building blocks of chemical bonds. Go to Source https://deepmind.com/blog/article/FermiNet
- [Introducing Unguided Projects: The World’s First Interactive Code-Along Exercises](https://mlnomad.com/machine-learning/introducing-unguided-projects-the-worlds-first-interactive-code-along-exercises/) - DataCamp has launched a new way to learn and apply skills—unguided projects. Get real-world coding experience right in your browser and find your own solution to these open-ended projects. DataCamp’s unguided projects are a new way to get real-world experience and learn how to solve data science problems—all on your own and without leaving your [...]
- [Duplex is getting smarter and making life a little easier](https://mlnomad.com/machine-learning/duplex-is-getting-smarter-and-making-life-a-little-easier/) - In 2018, we introduced Duplex, our AI technology that uses natural conversation to get things done. Since then, we’ve been exploring how conversational technology can be both easy to interact with and help people save more time. Today, during our Search On event, we shared an update on how Duplex and Google Assistant are helping people
- [Project Euphonia’s new step: 1,000 hours of speech recordings](https://mlnomad.com/machine-learning/project-euphonias-new-step-1000-hours-of-speech-recordings/) - Muratcan Cicek, a PhD candidate at UC Santa Cruz, worked as a summer intern on Google’s Project Euphonia, which aims to improve computers’ abilities to understand impaired speech. This work was especially relevant and important for Muratcan, who was born with cerebral palsy and has a severe speech impairment.Before his internship, Muratcan recorded 2,000 phrases
- [Fast reinforcement learning through the composition of behaviours](https://mlnomad.com/machine-learning/fast-reinforcement-learning-through-the-composition-of-behaviours/) - Fast reinforcement learning through the composition of behaviours Go to Source https://deepmind.com/blog/article/fast-reinforcement-learning-through-the-composition-of-behaviours
- [Fernanda Viégas puts people at the heart of AI](https://mlnomad.com/machine-learning/fernanda-viegas-puts-people-at-the-heart-of-ai/) - When Fernanda Viégas was in college, it took three years with three different majors before she decided she wanted to study graphic design and art history. And even then, she couldn’t have imagined the job she has today: building artificial intelligence and machine learning with fairness and transparency in mind to help people in their
- [Make your everyday smarter with Jacquard](https://mlnomad.com/machine-learning/make-your-everyday-smarter-with-jacquard/) - Technology is most helpful when it’s frictionless. That is why we believe that computing should power experiences through the everyday things around you—an idea we call “ambient computing.” That’s why we developed the Jacquard platform to deliver ambient computing in a familiar, natural way: By building it into things you wear, love and use every
- [What if you could turn your voice into any instrument?](https://mlnomad.com/machine-learning/what-if-you-could-turn-your-voice-into-any-instrument/) - Imagine whistling your favorite song. You might not sound like the real deal, right? Now imagine your rendition using auto-tune software. Better, sure, but the result is still your voice. What if there was a way to turn your voice into something like a violin, or a saxophone, or a flute? Google Research’s Magenta team, which
- [Say goodbye to hold music](https://mlnomad.com/machine-learning/say-goodbye-to-hold-music/) - Sometimes, a phone call is the best way to get something done. We call retailers to locate missing packages, utilities to adjust our internet speeds, airlines to change our travel itineraries...the list goes on. But more often than not, we need to wait on hold during these calls—listening closely to hold music and repetitive messages—before
- [Introducing a Data Blending API (Support) in Cube.js](https://mlnomad.com/machine-learning/introducing-a-data-blending-api-support-in-cube-js/) - Introducing Data Blending API in Cube.jsSometimes in our daily data visualization, we need to merge several similar data sources so that we can manipulate everything as one solid bunch of data.For example, we may have an omnichannel shop where online and offline sales are stored in two tables. Or, we may have similar data sources that have
- [Why Data Culture Is a Key Component of Data Strategy](https://mlnomad.com/machine-learning/why-data-culture-is-a-key-component-of-data-strategy/) - Having a strong data culture is about equipping everyone with the skills they need to leverage data to perform their job well. How important is data culture to your overall data strategy? On our DataFramed podcast, Taras Gorishnyy identified the key pillars for data science, AI, and data strategy within an organization: Executive support Vision [...]
- [DataCamp/Coiled Live Coding: Data Science and Machine Learning at Scale](https://mlnomad.com/machine-learning/datacamp-coiled-live-coding-data-science-and-machine-learning-at-scale/) - Learn how to scale your data science and machine learning work to larger datasets and larger models, using the Python tools and APIs you love. In this live code-along session, Hugo Bowne-Anderson, Data Scientist and Head of Evangelism and Marketing at Coiled, will teach you everything you wanted to know about scaling your data science [...]
- [How to Learn SQL](https://mlnomad.com/machine-learning/how-to-learn-sql/) - Here’s a comprehensive guide on how to go from a SQL beginner to a seasoned pro. SQL overview What is SQL? Benefits of SQL SQL vs. Excel Who uses SQL? SQL dialects Assess Take an online SQL skill assessment Learn Learn basic SQL syntax Understand SQL query structure Learn more advanced SQL syntax Get started [...]
- [Equipping Petroleum Engineers in Calgary With Critical Data Skills](https://mlnomad.com/machine-learning/equipping-petroleum-engineers-in-calgary-with-critical-data-skills/) - DataCamp supported the 2020 DUC Datathon presented by the Society of Petroleum Engineers and Untapped Energy. In the past few years, and especially during the COVID-19 crisis, the oil and gas industry has been significantly challenged, subject to wildly fluctuating oil prices caused by unprecedented world events, limited market access, and uncertain government regulations. Why [...]
- [Employee Spotlight: Building and Iterating on DataCamp’s Products](https://mlnomad.com/machine-learning/employee-spotlight-building-and-iterating-on-datacamps-products/) - Q&A with Sue Lai, VP of Product at DataCamp What was your journey to joining DataCamp? I started off my career as a Software Engineer, got my MBA and dabbled in Investment Banking before transitioning into Product Management at an advertising technology company. As much as I loved solving complex problems for large media publishers [...]
- [GUIs and the Future of Work](https://mlnomad.com/machine-learning/guis-and-the-future-of-work/) - We'll see more data work done in GUIs, via drag-and-drop and point-and-click interfaces. One of the main reasons behind the rapid innovation and advances in data science has been the proliferation of open-source code-centric tools. This has allowed data scientists and software engineers to build powerful abstractions that make it really easy to analyze data. [...]
- [Why Data Upskilling is the Backbone of Digital Transformation](https://mlnomad.com/machine-learning/why-data-upskilling-is-the-backbone-of-digital-transformation/) - Scaling organization-wide data fluency training is not an easy task. Learn how to scale your data program and ensure the success of your digital transformation initiatives. Data transformation underpins digital transformation Leaders need to look at data first to succeed in their digital initiatives, rather than treating them as an afterthought to help with ad [...]
- [Material UI Dashboard  with React](https://mlnomad.com/machine-learning/material-ui-dashboard-with-react/) - Material UI is the most popular React UI framework. Created with inspiration from Google’s Material Design, Material UI provides a lot of ready-to-use components to build web applications, including dashboards, fast and easy.In this tutorial, we’ll learn how to build a full-stack dashboard with KPIs, charts, and a data table. We’ll go from data in the
- [OpenAI Licenses GPT-3 Technology to Microsoft](https://mlnomad.com/machine-learning/openai-licenses-gpt-3-technology-to-microsoft/) - OpenAI Licenses GPT-3 Technology to Microsoft Author: OpenAI https://openai.com/blog/openai-licenses-gpt-3-technology-to-microsoft/
- [Comparing Data over Different Time Periods](https://mlnomad.com/machine-learning/comparing-data-over-different-time-periods/) - Comparing a single metric over different time periods is a quite common procedure in data analytics. You can evaluate your company’s performance by comparing this year’s revenue with the previous year’s. You can understand which are the low and high sales months in your market, and furthermore, you can predict customer behavior and figure out
- [Learning to Summarize with Human Feedback](https://mlnomad.com/machine-learning/learning-to-summarize-with-human-feedback/) - Learning to Summarize with Human Feedback We've applied reinforcement learning from human feedback to train language models that are better at summarization. Our models generate summaries that are better than summaries from 10x larger models trained only with supervised learning. Even though we train our models on the Reddit TL;DR dataset, the same models transfer
- [Traffic prediction with advanced Graph Neural Networks](https://mlnomad.com/machine-learning/traffic-prediction-with-advanced-graph-neural-networks/) - Traffic prediction with advanced Graph Neural Networks Working with our partners at Google Maps, we used advanced machine learning techniques including Graph Neural Networks, to improve the accuracy of real time ETAs by up to 50%. Go to Source https://deepmind.com/blog/article/traffic-prediction-with-advanced-graph-neural-networks
- [Partnering with NSF on human-AI collaboration](https://mlnomad.com/machine-learning/partnering-with-nsf-on-human-ai-collaboration/) - Today, in partnership with the U.S. National Science Foundation (NSF), we are announcing a National AI Research Institute for Human-AI Interaction and Collaboration. Google will provide $5 million in funding to support the Institute. We will also offer AI expertise, research collaborations, and Cloud support for Institute researchers and educators as they advance knowledge and progress
- [A big step for flood forecasts in India and Bangladesh](https://mlnomad.com/machine-learning/a-big-step-for-flood-forecasts-in-india-and-bangladesh/) - For several years, the Google Flood Forecasting Initiative has been working with governments to develop systems that predict when and where flooding will occur—and keep people safe and informed. Much of this work is centered on India, where floods are a serious risk for hundreds of millions of people. Today, we’re providing an update on how
- [The sound of India’s AI potential](https://mlnomad.com/machine-learning/the-sound-of-indias-ai-potential/) - On August 15, India’s Independence Day, it’s customary to sing Jana Gana Mana: the Indian national anthem, originally composed by the poet Rabindranath Tagore and adopted as the anthem after India gained full independence. This year, together with Prasar Bharati and Virtual Bharat, we offered Indians a new take on the familiar with Sounds of India,
- [Closing data gaps with Lacuna Fund](https://mlnomad.com/machine-learning/closing-data-gaps-with-lacuna-fund/) - Machine learning has shown enormous promise for social good, whether in helping respond to global health pandemics or reach citizens before natural disasters hit. But even as machine learning technology becomes increasingly accessible, social innovators still face significant barriers in their efforts to use this technology to unlock new solutions. From languages to health and
- [Using AI to identify the aggressiveness of prostate cancer](https://mlnomad.com/machine-learning/using-ai-to-identify-the-aggressiveness-of-prostate-cancer/) - Prostate cancer diagnoses are common, with 1 in 9 men developing prostate cancer in their lifetime. A cancer diagnosis relies on specialized doctors, called pathologists, looking at biological tissue samples under the microscope for signs of abnormality in the cells. The difficulty and subjectivity of pathology diagnoses led us to develop an artificial intelligence (AI)
- [30 years of family videos in an AI archive](https://mlnomad.com/machine-learning/30-years-of-family-videos-in-an-ai-archive/) - My dad got his first video camera the day I was born nearly three decades ago. “Say hello to the camera!” are the first words he caught on tape, as he pointed it at a red, puffy baby (me) in a hospital bassinet. The clips got more embarrassing from there, as he continued to film
- [Tools for language access during COVID-19](https://mlnomad.com/machine-learning/tools-for-language-access-during-covid-19/) - Translation services make it easier to communicate with someone who doesn’t speak the same language, whether you’re traveling abroad or living in a new country. But in the context of a global pandemic, government and health officials urgently need to deliver vital information to their communities, and every member of the community needs access to
- [OpenAI Scholars Spring 2020: Final Projects](https://mlnomad.com/machine-learning/openai-scholars-spring-2020-final-projects/) - OpenAI Scholars Spring 2020: Final Projects Author: OpenAI https://openai.com/blog/openai-scholars-spring-2020-final-projects/
- [An update on our work on AI and responsible innovation](https://mlnomad.com/machine-learning/an-update-on-our-work-on-ai-and-responsible-innovation/) - AI is a powerful tool that will have a significant impact on society for many years to come, from improving sustainability around the globe to advancing the accuracy of disease screenings. As a leader in AI, we’ve always prioritized the importance of understanding its societal implications and developing it in a way that gets it
- [Ask a Techspert: How do machine learning models explain themselves?](https://mlnomad.com/machine-learning/ask-a-techspert-how-do-machine-learning-models-explain-themselves/) - Editor’s Note: Do you ever feel like a fish out of water? Try being a tech novice and talking to an engineer at a place like Google. Ask a Techspert is a series on the Keyword asking Googler experts to explain complicated technology for the rest of us. This isn’t meant to be comprehensive, but
- [Introducing a Drill Down Table API in Cube.js](https://mlnomad.com/machine-learning/introducing-a-drill-down-table-api-in-cube-js/) - Since the release of drill down support in version 0.19.23, you can build interfaces to let users dive deeper into visualizations and data…Continue reading on Cube Dev »
- [Applying for technical roles](https://mlnomad.com/machine-learning/applying-for-technical-roles/) - Applying for technical roles We answer the Women in Machine Learning community's questions about applying for a job in industry. Go to Source https://deepmind.com/blog/article/Women-in-machine-learning-A-look-into-the-technical-interview-process
- [Image GPT](https://mlnomad.com/machine-learning/image-gpt/) - Image GPT Author: OpenAI https://openai.com/blog/image-gpt/
- [A competition to identify bird calls using machine learning](https://mlnomad.com/machine-learning/a-competition-to-identify-bird-calls-using-machine-learning/) - Do you hear the birds chirping outside your window? There are more than 10,000 bird species in the world, and they can be found in nearly every environment, from untouched rainforests to suburbs and cities. Birds play an essential role in nature. They are high up in the food chain and integrate changes occurring at
- [How The Trevor Project is using AI to help prevent suicide](https://mlnomad.com/machine-learning/how-the-trevor-project-is-using-ai-to-help-prevent-suicide/) - Suicide disproportionately affects LGBTQ+ youth. In the U.S. alone, more than 1.8 million LGBTQ+ youth between the ages of 13 and 24 seriously consider suicide or experience a significant crisis each year. Additionally, LGBTQ+ youth are over four times more likely to attempt suicide than their peers, while up to 50 percent of all trans
- [OpenAI API](https://mlnomad.com/machine-learning/openai-api/) - OpenAI API Author: Greg Brockman https://openai.com/blog/openai-api/
- [Procgen and MineRL Competitions](https://mlnomad.com/machine-learning/procgen-and-minerl-competitions/) - Procgen and MineRL Competitions We’re excited to announce that OpenAI is co-organizing two NeurIPS 2020 competitions with AIcrowd, Carnegie Mellon University, and DeepMind, using Procgen Benchmark and MineRL. We rely heavily on these environments internally for research on reinforcement learning, and we look forward to seeing the progress the community makes in these challenging competitions.
- [Responding to the European Commission’s AI white paper](https://mlnomad.com/machine-learning/responding-to-the-european-commissions-ai-white-paper/) - In January, our CEO Sundar Pichai visited Brussels to talk about artificial intelligence and how Google could help people and businesses succeed in the digital age through partnership. Much has changed since then due to COVID-19, but one thing hasn’t—our commitment to the potential of partnership with Europe on AI, especially to tackle the pandemic
- [D3 Dashboard Tutorial with Cube.js](https://mlnomad.com/machine-learning/d3-dashboard-tutorial-with-cube-js/) - In this tutorial, I’ll cover building a basic dashboard application with Cube.js and the most popular library for visualizing data — D3.js. Although Cube.js doesn’t provide a visualization layer itself, it is very easy to integrate with any existing charting library. Additionally, you can use Cube.js Templates to scaffold a frontend application with your favorite charting library,
- [Using AI to predict retinal disease progression](https://mlnomad.com/machine-learning/using-ai-to-predict-retinal-disease-progression/) - Using AI to predict retinal disease progression Vision loss among the elderly is a major healthcare issue: about one in three people have some vision-reducing disease by the age of 65. Age-related macular degeneration (AMD) is the most common cause of blindness in the developed world. In Europe, approximately 25% of those 60 and older
- [How AI could predict sight-threatening eye conditions](https://mlnomad.com/machine-learning/how-ai-could-predict-sight-threatening-eye-conditions/) - Age-related macular degeneration (AMD) is the biggest cause of sight loss in the UK and USA and is the third largest cause of blindness across the globe. The latest research collaboration between Google Health, DeepMind and Moorfields Eye Hospital is published in Nature Medicine today. It shows that artificial intelligence (AI) has the potential to not
- [Agent57: Outperforming the human Atari benchmark](https://mlnomad.com/machine-learning/agent57-outperforming-the-human-atari-benchmark/) - Agent57: Outperforming the human Atari benchmark The Atari57 suite of games is a long-standing benchmark to gauge agent performance across a wide range of tasks. Weve developed Agent57, the first deep reinforcement learning agent to obtain a score that is above the human baseline on all 57 Atari 2600 games. Agent57 combines an algorithm for
- [AdLingo Ads Builder turns an ad into a conversation](https://mlnomad.com/machine-learning/adlingo-ads-builder-turns-an-ad-into-a-conversation/) - My parents were small business owners in the U.S. Virgin Islands where I grew up. They taught me that, though advertising is important, personal relationships are the best way to get new customers and grow your business. When I started working at Google 14 years ago, online advertising was a one-way messaging channel. People couldn’t
- [Datacamp Courses](https://mlnomad.com/machine-learning/datacamp-courses/)
- [What is Datacamp?](https://mlnomad.com/machine-learning/what-is-datacamp/)
- [Which would be a better follow up to Andrew Ng's ML course among the mentioned, Machine Learning A-Z or Machine Learning and Data Science Zero to Mastery (both from Udemy)?](https://mlnomad.com/machine-learning/which-would-be-a-better-follow-up-to-andrew-ngs-ml-course-among-the-mentioned-machine-learning-a-z-or-machine-learning-and-data-science-zero-to-mastery-both-from-udemy/) - I assume you are referring to the beginners course to machine learning and not his deep learning specialisation. To be fair a lot of the courses on Udemy are not worth the money as they are of poor quality. I took the Andrew Ng ML course a few years ago. At the time the course
- [Meet the Googlers working to ensure tech is for everyone](https://mlnomad.com/machine-learning/meet-the-googlers-working-to-ensure-tech-is-for-everyone/) - During their early studies and careers, Tiffany Deng, Tulsee Doshi and Timnit Gebru found themselves asking the same questions: Why is it that some products and services work better for some than others, and why isn’t everyone represented around the table when a decision is being made? Their collective passion to create a digital world
- [Why Datacamp is incredibly useful as a beginner to machine learning without experience in computer programming.](https://mlnomad.com/machine-learning/why-datacamp-machine-learning/) - Why machine learning with Datacamp When beginning machine learning its easy to be overwhelmed by the vast array of resources available online and in physical book form that it can lead to a paralysis of action. My experience was that of considerable chopping and changing of books and plans as I tried to come to
- [Go hands-on with interactive AI visualizations](https://mlnomad.com/machine-learning/go-hands-on-with-interactive-ai-visualizations/) - Artificial Intelligence systems can recognize our voices, forecast the weather and help decide who gets a loan. Given the increasing ubiquity of AI, it’s important that everyone is able to understand more about it.Like any system or technology, AI doesn’t always get it right. And understanding why AI systems break is often not easy for
- [AI and Efficiency](https://mlnomad.com/machine-learning/ai-and-efficiency/) - AI and Efficiency Author: Danny Hernandez https://openai.com/blog/ai-and-efficiency/
- [Donald Trump launches Artificial Intelligence Initiative](https://mlnomad.com/machine-learning/donald-trump-launches-artificial-intelligence-initiative/) - Donald Trump launches Artificial Intelligence Initiative A.I. has become a defining issue of our time, affecting national security, economic development, human rights, social media and many other domains. President Donald Trump signed an executive order launching the “American AI Initiative”, directing federal agencies to officially focus more on artificial intelligence technology. The administration will be
- [Five Ways CIOs are Deploying AI](https://mlnomad.com/machine-learning/five-ways-cios-are-deploying-ai/) - Five Ways CIOs are Deploying AI Walmart uses 100s of bots to automate back-office processes.Western Digital reduces CapEx by using artificial intelligence to optimise test equipment.Bank of America and Harvard University’s Kennedy School collaborate on responsible AI development.7-Eleven uses chatbots and research voice interfaces to innovate the user experience.At Pearson artificial intelligence is at the
- [Jukebox](https://mlnomad.com/machine-learning/jukebox/) - Jukebox Curated samples Provided with genre, artist, and lyrics as input, Jukebox outputs a new music sample produced from scratch. Below, we show some of our favorite samples. To hear all uncurated samples, check out our sample explorer. Explore All Samples Contents Motivation and prior work Approach Limitations Future directions Timeline Motivation and prior work Author:
- [Improving Verifiability
in AI Development](https://mlnomad.com/machine-learning/improving-verifiabilityin-ai-development/) - Improving Verifiability in AI Development We’ve contributed to a multi-stakeholder report by 58 co-authors at 30 organizations, including the Centre for the Future of Intelligence, Mila, Schwartz Reisman Institute for Technology and Society, Center for Advanced Study in the Behavioral Sciences, and Center for Security and Emerging Technologies. This report describes 10 mechanisms to improve
- [Specification gaming: the flip side of AI ingenuity](https://mlnomad.com/machine-learning/specification-gaming-the-flip-side-of-ai-ingenuity/) - Specification gaming: the flip side of AI ingenuity Specification gaming is a behaviour that satisfies the literal specification of an objective without achieving the intended outcome. We have all had experiences with specification gaming, even if not by this name. Readers may have heard the myth of King Midas and the golden touch, in which
- [Towards understanding glasses with graph neural networks](https://mlnomad.com/machine-learning/towards-understanding-glasses-with-graph-neural-networks/) - Towards understanding glasses with graph neural networks Under a microscope, a pane of window glass doesnt look like a collection of orderly molecules, as a crystal would, but rather a jumble with no discernable structure. Glass is made by starting with a glowing mixture of high-temperature melted sand and minerals. Once cooled, its viscosity (a
- [<div>Five things you (maybe) didn't know about AI</div>](https://mlnomad.com/machine-learning/five-things-you-maybe-didnt-know-about-ai/) - While there’s plenty of information out there on artificial intelligence, it’s not always easy to distinguish fact from fiction or find explanations that are easy to understand. That’s why we’ve teamed up with Google to create The A to Z of AI. It’s a series of simple, bite-sized explainers to help anyone understand what AI is,
- [Respecting rights: Global Network Initiative assessment report](https://mlnomad.com/machine-learning/respecting-rights-global-network-initiative-assessment-report/) - In their first letter to shareholders, our founders highlighted Google’s mission to “develop services that significantly improve the lives of as many people as possible." This vision continues to guide all of us at Google. From Search to YouTube, Gmail to Google Maps—we’ve worked to ensure that our products increase access to information, help people
- [Transform your photo in the style of an iconic artist](https://mlnomad.com/machine-learning/transform-your-photo-in-the-style-of-an-iconic-artist/) - From the bold, swirling movement in Vincent van Gogh's paintings, to the surreal, confident brushstrokes of Frida Kahlo, many famous artists have instantly recognizable styles. Now you can use these styles to transform your own photos. With Art Transfer, a new feature in the Google Arts & Culture app, you can apply the characteristics of
- [Real-Time Dashboard with MongoDB](https://mlnomad.com/machine-learning/real-time-dashboard-with-mongodb/) - This is an excerpt from the guide on building real-time dashboards with React and Cube.js. You can check the full guide here.A real-time dashboard is a dashboard that contains charts that are automatically updated with the most current data available. The typical use case is to load a chart with some historical data first and then
- [React Dashboard Ultimate Guide. Part 1: Overview and Analytics Backend](https://mlnomad.com/machine-learning/react-dashboard-ultimate-guide-part-1-overview-and-analytics-backend/) - This is the first part from a guide on building dynamic analytics dashboards and applications with React, GraphQL, and Cube.js You can find the full guide hereAlso, below you can see the demo of the final application. An online demo is available here.https://medium.com/media/16afd27897c79d847d0453e62991e6c2/hrefNowadays, we see analytics dashboards and reporting features in almost any application. In my

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