AI Builder
Introducing DeepLearning.AI Pro
With exclusive courses, tools, and community, DeepLearning.AI Pro is a universal passport to learn every AI skill that matters.
Latest
The Batch Newsletter
Monsters of AI: AI Psychosis, Lethal Drones, Decaying Data, Speculative Bubbles
The Batch AI News and Insights: Today I’m launching DeepLearning.AI Pro — the one membership that keeps you at the forefront of AI. Please join!
Tech & Society
Autonomous Systems Wage War: Drones are redefining warfare. What if humans lose control?
Drones are becoming the deadliest weapons in today’s war zones, and they’re not just following orders. Should AI decide who lives or dies?
Machine Learning Research
Web Data Diminishes: What if online publishers make it harder and more expensive to train models?
For decades, AI developers have treated the web as an open faucet of training data. Now publishers are shutting the tap. Will web data dry up?
Business
The AI Boom Is Bound to Bust: What if big investments in AI models, data centers, and hot startups don't pay off?
Leading AI companies are spending mountains of cash in hopes that the technology will deliver outsize profits before investors lose patience. Are exuberant bets on big returns grounded in the quicksand of wishful thinking?
Tech & Society
Chatbots Lead Users Into Rabbit Holes: When paranoia, delusions, and other signs of mental illness meet AI
Conversations with chatbots are loosening users’ grips on reality, fueling the sorts of delusions that can trigger episodes of severe mental illness. Are AI models driving us insane?
Letters
Announcing the DeepLearning.AI Pro Membership!: The time to build with AI is now! One membership gives you all DeepLearning.AI courses, labs, practice sessions, and certificates for completed courses.
Today I’m launching DeepLearning.AI Pro — the one membership that keeps you at the forefront of AI. Please join!
Data Points
LeRobot adds support for PI and Nvidia models: Qualcomm squares off with Nvidia in AI inference
GitHub Copilot’s new code completion model. OpenAI’s acquisition of a top computer use company. Anthropic’s latest deal for more computing power. Manus’s updated agentic assistant.
Data Points
Atlas ushers in OpenAI’s browser era: DeepSeek’s efficient new OCR model
Claude Code’s launch on the web and mobile. Reddit’s lawsuit against Perplexity and web-scraping firms. Meta and Hugging Face’s secure environments for agents. GigaBrain’s use of world models to better train robots.
Letters
Improve Agentic Performance with Evals and Error Analysis, Part 2: Best practices for error analysis in agentic AI development, and how LLMs make them easier
In last week’s letter, I explained how effective agentic AI development needs a disciplined evals and error analysis process, and described an approach to performing evals.
The Batch Newsletter
Ling-1T Leads Non-Reasoning Performance, MCP Poses Security Risks, California Regulates AI, Auto-Tune for Agentic Prompts
The Batch AI News and Insights: In last week’s letter, I explained how effective agentic AI development needs a disciplined evals and error analysis process, and described an approach to performing evals.
Machine Learning Research
Better Agentic Prompts Automatically: Authors devised GEPA, an algorithm for better prompts to improve agentic systems’ performance
Honing an agent’s prompt can yield better results than fine-tuning the underlying large language model via reinforcement learning.