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- Data Points: Claude corners the market on office docs (deeplearning.ai)Why Anthropic’s books copyright deal is postponed. The U.S. government’s new AI youth safety investigation. Seedream 4.0, Bytedance’s new i…
- Alibaba’s New Model Uses Hybrid Attention Layers and a Sparse MoE Architecture For Speed and (deeplearning.ai)Alibaba updated its popular Qwen3 open-weights models with a number of fresh, speed-boosting tweaks.
- Illinois Follows Nevada, Prohibiting Certain Uses of Chatbots Unless Used By Licensed Therapists (deeplearning.ai)Illinois became the second U.S. state, after Nevada, to ban AI applications that administer psychotherapy.
- Ukraine Experiments With Small Groups of Low-Contact, High-Autonomy Drones That Strike On Initiative (deeplearning.ai)Swarms of drones that coordinate with one another autonomously have become a battlefield staple in Ukraine.
- Energy-Based Transformers (EBTs) Use Gradient Descent To Gradually Predict the Next Token (deeplearning.ai)A new type of transformer can check its work. Instead of guessing the next output token in one shot like a typical transformer, it starts w…
- Drone Swarms Go To War, States Ban AI Mental-Health Treatments, Qwen3-Next Accelerates, and more... (deeplearning.ai)The Batch AI News and Insights: Automated software testing is growing in importance in the era of AI-assisted coding.
- Agentic Coding and Agentic Software Testing Go Together (deeplearning.ai)Automated software testing is growing in importance in the era of AI-assisted coding.
- Data Points: GPT-5 gets a Codex-specific model update (deeplearning.ai)GitHub’s new MCP server registry. Google and OpenAI’s gold medal achievements at ICPC. VaultGemma, an open, privacy-first language model. H…
- Data Points: Nvidia and OpenAI make a deal (deeplearning.ai)Anthropic’s latest Claude bug report. How Google is injecting Gemini into Chrome. Research on AI model scheming. Grok-4-Fast, a distilled v…
- Google’s AP2 Gives Developers New Tools to Build Agentic Payments (deeplearning.ai)Google launched an open protocol for agentic payments that enables agents based on any large language model to purchase items over the inte…
- ChatGPT Users Now More Likely to Be Young, Female, and Seeking Info, Study Shows (deeplearning.ai)What do ChatGPT’s 700 million weekly active users do with it? OpenAI teamed up with a Harvard economist to find out.
- AI Agents Spend Money, Online Betting Automates, ChatGPT Users Shift, and more... (deeplearning.ai)The Batch AI News and Insights: Last week, China barred its major tech companies from buying Nvidia chips.
- New Technique Auto-Selects Training Examples to Speed Up Fine-Tuning (deeplearning.ai)Fine-tuning large language models via reinforcement learning is computationally expensive, but researchers found a way to streamline the pr…
- Gambling Sites Roll Out AI Tools That Predict Wins and Track Bets for Sports Fans (deeplearning.ai)AI agents are getting in on the action of online sports gambling.
- High Stakes in the U.S.-China AI Chip Race (deeplearning.ai)Last week, China barred its major tech companies from buying Nvidia chips.
- Data Points: Meta’s newest world model research project (deeplearning.ai)DeepSeek’s recent model update. SWE-Bench-Pro, a tough new coding benchmark. ChromeDevTools, a new way for agents to control a web browser.…
- Data Points: Anthropic updates Sonnet, Claude Code, and agentic dev tools (deeplearning.ai)Two new Gemini robotics that coordinate to learn and act. ChatGPT bringing news and research to you with Pulse. Spotify’s crackdown on AI s…
- OpenAI’s Trillion-Dollar Bet, Generating Viruses, Modeling Planet Earth, and more... (deeplearning.ai)The Batch AI News and Insights: LandingAI’s Agentic Document Extraction (ADE) turns PDF files into LLM-ready markdown text.
- OpenAI Partners with Oracle, Nvidia, Softbank, and More to Build Out 20 Gigawatts of Data Center (deeplearning.ai)A flurry of announcements brought into sharper focus OpenAI’s plans to build what may amount to trillions of dollars of global computing ca…
- How to Liberate Data From Large, Complex PDFs (deeplearning.ai)LandingAI’s Agentic Document Extraction (ADE) turns PDF files into LLM-ready markdown text.
- Researchers Use Genomic Language Models to Create Custom Viruses (deeplearning.ai)Researchers used AI models to create novel viruses from scratch.
- Sweden’s STIM Built An Ecosystem for Training AI Models on Copyrighted Music and Compensating (deeplearning.ai)A Swedish organization that collects royalties on behalf of songwriters and record companies has formed a technology-legal-business ecosyst…
- Google’s AlphaEarth Foundations Tracks the Whole Planet’s Climate, Land Use, Potential for (deeplearning.ai)Researchers built a model that integrates satellite imagery and other sensor readings across the entire surface of the Earth to reveal patt…
- Data Points: DeepSeek 3.2 turns to experimental attention (deeplearning.ai)Mira Murati’s Tinker’s simplified approach to fine-tuning. OpenAI’s new video model and social app. IBM’s embrace of Mamba for Granite 4.0…
- Data Points: OpenAI SDK helps devs build apps in ChatGPT (deeplearning.ai)Google’s research preview for CodeMender. Anthropic’s Petri, an open framework for automating alignment tests. Music labels near a deal wit…
- Anthropic Launches Claude Sonnet 4.5 and Claude Agent SDK, Overhauls Claude Code for Developers (deeplearning.ai)Anthropic updated its mid-size Claude Sonnet model, making it the first member of the Claude family to reach version 4.5. It also enhanced…
- OpenAI and Meta Launch Social Video Apps as ChatGPT Adds Pulse and Instant Checkout (deeplearning.ai)OpenAI and Meta, which have been content to offer standalone chatbots or tuck them into existing products, introduced dueling social video…
- Alibaba Expands Qwen3 Family With 1 Trillion-Parameter Max, Open-Weights Qwen3-VL, and Qwen3-Omni (deeplearning.ai)Alibaba rounded out the Qwen3 family with its biggest large language model to date as well as smaller models that process text, images, vid…
- Text-to-LoRA Generates Task-Specific LoRA Adapters Directly From Natural Language Descriptions (deeplearning.ai)The approach known as LoRA streamlines fine-tuning by training a small adapter that modifies a pretrained model’s weights at inference. Res…
- Check Out Our Course on How to Build AI Agents! (deeplearning.ai)I’m thrilled to announce my latest course: Agentic AI! This course will get you up to speed building cutting-edge agentic workflows.
- The Batch AI News and Insights: Claude Levels Up, Qwen3 Proliferates, Big AI Diversifies Product (deeplearning.ai)The Batch AI News and Insights: I’m thrilled to announce my latest course: Agentic AI! This course will get you up to speed building cuttin…
- Data Points: Figure AI unveils its third-generation robot (deeplearning.ai)AI companies’ dominance of global venture funding. Samsung’s 7-million-parameter Tiny Recursion Model. The U.S.–UAE agreement for 500,000 N…
- Thinking Machines’ New Tinker API Makes It Easier To Fine-Tune Models On Many GPUs (deeplearning.ai)The first offering from Thinking Machines Lab, the startup founded by former OpenAI CTO Mira Murati, aims to simplify — and democratize — t…
- OpenAI's Latest Multi-Billion Dollar Chip Deal Would Give It Six Gigawatts of Computing Power and (deeplearning.ai)OpenAI, strapped for processing power to drive a worldwide constellation of planned data centers, turned to Nvidia’s archrival AMD.
- DeepSeek-V3.2-Exp Streamlines Processing Using A "Lightning Indexer," Boosting Efficiency (deeplearning.ai)DeepSeek’s latest large language model can cut inference costs by more than half and processes long contexts dramatically faster relative t…
- MolmoAct Creates Spatial Maps for Robots to Plot Their Actions Before Executing Text Directions (deeplearning.ai)Robot control systems that accept only text input struggle to translate words into motions in space. Researchers developed a system that en…
- Improve Agentic Performance with Evals and Error Analysis, Part 1 (deeplearning.ai)Readers responded with both surprise and agreement last week when I wrote that the single biggest predictor of how rapidly a team makes pro…
- DeepSeek Cuts Inference Costs, OpenAI Tightens Ties with AMD, Thinking Machines Simplifies (deeplearning.ai)The Batch AI News and Insights: Readers responded with both surprise and agreement last week when I wrote that the single biggest predictor…
- Data Points: Skills remakes Claude with custom instructions (deeplearning.ai)Microsoft’s Copilot Voice and Vision for Windows 11. HunyuanImage-3.0, a leaderboard-topping image generator. Adobe’s new plan for custom F…
- Data Points: Claude’s Haiku Boasts Top Performance, Fast (deeplearning.ai)Alibaba’s small, edge-optimized vision-language models. Microsoft’s new image generator. GitHub’s free kit for spec-driven development. Cha…
- All About Ant Group’s Ling-1T, an Open, Non-reasoning Model That Outperforms Closed Competitors (deeplearning.ai)Reasoning models typically learn to undertake a separate process of “thinking” through their output of before they produce final response.…
- Experts Identify Holes in the Popular Model Context Protocol For Attackers to Access Data (deeplearning.ai)The ability to easily connect large language models to tools and data sources has made Model Context Protocol popular among developers, but…
- The U.S.’s Biggest State By Population and Economy Passed Four AI Transparency Bills In Less Than (deeplearning.ai)In the absence of national laws that specifically regulate AI in the United States, California moved to regulate the technology within its…
- Authors Devised GEPA, An Algorithm For Better Prompts To Improve Agentic Systems’ Performance (deeplearning.ai)Honing an agent’s prompt can yield better results than fine-tuning the underlying large language model via reinforcement learning.
- Ling-1T Leads Non-Reasoning Performance, MCP Poses Security Risks, California Regulates AI, and (deeplearning.ai)The Batch AI News and Insights: In last week’s letter, I explained how effective agentic AI development needs a disciplined evals and error…
- Data Points: Atlas ushers in OpenAI’s browser era (deeplearning.ai)Claude Code’s launch on the web and mobile. Reddit’s lawsuit against Perplexity and web-scraping firms. Meta and Hugging Face’s secure envi…
- Improve Agentic Performance with Evals and Error Analysis, Part 2 (deeplearning.ai)In last week’s letter, I explained how effective agentic AI development needs a disciplined evals and error analysis process, and described…
- Data Points: LeRobot adds support for PI and Nvidia models (deeplearning.ai)GitHub Copilot’s new code completion model. OpenAI’s acquisition of a top computer use company. Anthropic’s latest deal for more computing…
- When Paranoia, Delusions, and Other Signs of Mental Illness Meet AI (deeplearning.ai)Conversations with chatbots are loosening users’ grips on reality, fueling the sorts of delusions that can trigger episodes of severe menta…
- What If Big Investments in AI Models, Data Centers, and Hot Startups Don't Pay Off? (deeplearning.ai)Leading AI companies are spending mountains of cash in hopes that the technology will deliver outsize profits before investors lose patienc…