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- From AI Experiments to AI Products (deeplearning.ai)How can businesses go beyond using AI for incremental efficiency gains to create transformative impact?
- Zhipu’s GLM-Image Blends Transformer and Diffusion Architectures For Better Text in Images (deeplearning.ai)Image generators often mangle text. An open-weights model outperforms open and proprietary competitors in text rendering.
- Independent AI Testing Authority Turns From Saturated Knowledge Benchmarks to Harder Business Tests (deeplearning.ai)Artificial Analysis, which tests AI systems, updated the component evaluations in its Intelligence Index to better reflect large language m…
- Stanford Researchers Coin “Moloch’s Bargain,” Show Fine-Tuning Can Affect Social Values (deeplearning.ai)Individuals and organizations increasingly use large language models to produce media that helps them compete for attention. Does fine-tuni…
- Secretary of War Pete Hegseth Calls Claude a Security Risk, Replaces It With GPT Models (deeplearning.ai)OpenAI signed a contract with the U.S. military to provide AI systems that securely process classified information, displacing Anthropic’s…
- Data Points: The latest in AI from Mar. 21 to Mar. 27, 2024 (deeplearning.ai)This week's top AI news and research stories featured an agent for many environments, an AI system to identify animal cell types from gene…
- Agentic Design Patterns Part 2: Reflection (deeplearning.ai)Last week, I described four design patterns for AI agentic workflows that I believe will drive significant progress this year: Reflection,…
- One Agent For Many Worlds, Cross-Species Cell Embeddings, and more (deeplearning.ai)The Batch AI News and Insights: Last week, I described four design patterns for AI agentic workflows that I believe will drive significant…
- AI Enhances Cell Type Discovery, Identifies Previously Elusive "Norn Cells" (deeplearning.ai)Researchers used an AI system to identify animal cell types from gene sequences, including a cell type that conventional approaches had dis…
- SIMA, a System That Understands and Plays Diverse 3D Video Games (deeplearning.ai)AI agents are typically designed to operate a particular software environment. Recent work enabled a single agent to take actions in a vari…
- Maven, A System That Analyzes Satellite Data to Identify Targets in Real-World Conflicts (deeplearning.ai)The United States military is using computer vision to target enemy positions in the Red Sea and elsewhere...
- Reinforcement Learning Powers Humanoid Robots to Play Football (deeplearning.ai)Humanoid robots can play football (known as soccer in the United States) in the real world, thanks to reinforcement learning...
- Microsoft Pays Inflection AI $650 Million, Hires Most of its Staff (deeplearning.ai)Microsoft took over most of the once high-flying chatbot startup Inflection AI in an unusual deal...
- All About Nvidia's New Blackwell Architecture and B200 GPU (deeplearning.ai)Nvidia’s latest chip promises to boost AI’s speed and energy efficiency...
- Over 150 Scientists Commit to Ensure AI Safety in Synthetic Biology Research (deeplearning.ai)Scientists pledged to control their use of AI to produce potentially hazardous biological materials...
- FactTune, A Method to Fine-Tune LLMs for Factual Accuracy Without Human Feedback (deeplearning.ai)Large language models sometimes generate false statements. New work makes them more likely to produce factual output...
- Agentic Design Patterns Part 3: Tool Use (deeplearning.ai)Tool use, in which an LLM is given functions it can request to call for gathering information, taking action, or manipulating data, is a ke…
- Data Points: The latest in AI from Mar. 28 to Apr. 3, 2024 (deeplearning.ai)This week's top AI news and research stories featured details about Microsoft's absorption of Inflection AI, Nvidia’s latest chip, a volunt…
- Microsoft Absorbs Inflection, Nvidia's New GPUs, Managing AI Bio Risk, and more (deeplearning.ai)The Batch AI News and Insights: Tool use, in which an LLM is given functions it can request to call for gathering information, taking actio…
- Mamba, A New Approach That May Outperform Transformers (deeplearning.ai)An architectural innovation improves upon transformers — up to 2 billion parameters, at least...
- Stability AI CEO Steps Down as Company Faces Financial and Market Challenges (deeplearning.ai)The CEO of Stability AI resigned as the company faces an increasingly competitive market...
- Next-Generation Coding Tools Empower Developers with Agent-Style Interactions (deeplearning.ai)New coding tools act like agents to automate software programming tasks...
- Autonomous Coding Agents, Instability at Stability AI, Mamba Mania, and more (deeplearning.ai)The Batch AI News and Insights: Planning is a key agentic AI design pattern in which we use a large language model (LLM) to autonomously de…
- Studies from Filtered and Pew Uncover Trends in Generative AI Usage (deeplearning.ai)Generative AI is being used mostly to generate ideas. The tech consultancy Filtered studied the most common uses for generative AI. While m…
- Agentic Design Patterns Part 4: Planning (deeplearning.ai)Planning is a key agentic AI design pattern in which we use a large language model (LLM) to autonomously decide on what sequence of steps t…
- Data Points: The latest in AI from Apr. 4 to Apr. 10, 2024 (deeplearning.ai)This week's top AI news and research stories featured the proliferation of coding agents, a study showing the...
- Big Updates for GPT-4 Turbo, Gemini 1.5, Mixtral, and More (deeplearning.ai)This week's top AI news and research stories featured all about Google's Vertex AI Agent Builder, security holes in generated code, a serie…
- Agentic Design Patterns Part 5, Multi-Agent Collaboration (deeplearning.ai)Multi-agent collaboration is the last of the four key AI agentic design patterns that I’ve described in recent letters...
- AI Agents With Low/No Code, Hallucinations Create Security Holes, and more (deeplearning.ai)The Batch AI News and Insights: Multi-agent collaboration is the last of the four key AI agentic design patterns that I’ve described in rec…
- Researcher Exposes Risks in AI-Generated Code (deeplearning.ai)Language models can generate code that erroneously points to software packages, creating vulnerabilities that attackers can exploit...
- All About Google's Vertex AI Agent Builder (deeplearning.ai)Google is empowering developers to build autonomous agents using little or no custom code...
- A Report Exposes Policy Violations in OpenAI's GPT Store (deeplearning.ai)OpenAI has been moderating its GPT Store with a very light touch. In a survey of the GPT Store’s offerings, TechCrunch found numerous...
- Meta's RA-DIT Boosts Language Model Output by Optimizing Content Retrieval (deeplearning.ai)Retrieval-augmented generation (RAG) enables large language models to generate better output by retrieving documents that are relevant to a…
- Stanford's AI Index Report Shows The State of AI in 2024 (deeplearning.ai)More expensive models, superhuman performance, growing impacts on society — an extensive report takes stock of developments in machine lear…
- Text-to-Music Services Evolve with Udio and Suno's Customized Song Creations (deeplearning.ai)A new breed of audio generator produces synthetic performances of songs in a variety of popular styles...
- Vals AI Evaluates Large Language Models on Industry-Specific Tasks (deeplearning.ai)How well do large language models respond to professional-level queries in various industry domains? A new company aims to find out...
- Manufacturers Embrace AI Despite Talent and Data Challenges (deeplearning.ai)Manufacturers are embracing AI even as they struggle to find the talent and data required...
- Meta’s Llama 3-powered AI assistant, Infini-Attention, and more (deeplearning.ai)This week's top AI news and research stories featured a new breed of audio generator, benchmarks that rank large language models’ performan…
- Neural Radiance Field (NeRF), a Method to Generate a 3D Model From a Single Image (deeplearning.ai)Video diffusion provides a new basis for generating 3D models...
- Pop Song Generators, 3D Mesh Generators, Real-World Benchmarks, and more (deeplearning.ai)The Batch AI News and Insights: Much has been said about many companies’ desire for more compute (as well as data) to train larger foundati…
- Why We Need More Compute for Inference (deeplearning.ai)Much has been said about many companies’ desire for more compute (as well as data) to train larger foundation models...
- Apple Releases OpenELM, A Family of Smaller Large Language Models (deeplearning.ai)Apple is thinking small — very small — with a new family of open large language models...
- Amazon Scales Back its AI-Powered "Just Walk Out" Checkout Service (deeplearning.ai)Amazon withdrew Just Walk Out, an AI-driven checkout service, from most of its Amazon Fresh grocery stores...
- AI Predicts Scientific Breakthroughs Using Social Graphs (deeplearning.ai)A new AI method directs scientists toward promising avenues of inquiry...
- Adobe makes AI edits easier, HuggingFace’s FineWeb dataset, and more (deeplearning.ai)This week's top AI news and research stories featured Apple's new family of open large language models, Stanford’s seventh “AI Index Report…
- Apple's Tiny LLMs, Amazon Rethinks Cashier-Free Stores, and more (deeplearning.ai)The Batch AI News and Insights: Inexpensive token generation and agentic workflows for large language models (LLMs) open up intriguing...
- Building Models That Learn From Themselves (deeplearning.ai)Inexpensive token generation and agentic workflows for large language models (LLMs) open up intriguing new possibilities for training LLMs…
- OpenAI Licenses News Archives, Generative Coding From Plan to Pull Request, and more (deeplearning.ai)TThe Batch AI News and Insights: Last week, I spoke about AI and regulation at the U.S. Capitol at an event that was attended by legislativ…
- Beware Bad Arguments Against Open Source (deeplearning.ai)Inexpensive token generation and agentic workflows for large language models (LLMs) open up intriguing new possibilities for training LLMs…
- OpenAI Licenses Financial Times Archive in Fifth Deal with Major News Publishers (deeplearning.ai)OpenAI has been making deals with publishers to gain access to high-quality training data. It added Financial Times to the list...