New Anthropic research: A global workspace in language models. Of everything happening in your brain right now, only a tiny fraction is consciously accessible—thoughts you can describe, hold in mind, and reason with. We found a strikingly similar divide inside Claude.↗

Introducing a more powerful NotebookLM 🚀 Massive upgrades deliver agentic capabilities in chat, more advanced reasoning, and a suite of new output formats. Tackling complex, multi-step research problems has never been easier. Rolling out now to Google AI Ultra subscribers.↗

New Anthropic research: Teaching Claude why. Last year we reported that, under certain experimental conditions, Claude 4 would blackmail users. Since then, we’ve completely eliminated this behavior. How?↗

We're excited to publish new research on agentic search. We found that nearly 50% of an agent's tool calls read and search for code and files. So then why does it take coding agents so long to find the right file? We thought the bottleneck was slow code search. But after inves…↗

1/ Want a better way to keep pace with AI research? Me too! Started making note cards to illustrate core ideas from AI research. First one is about @AnthropicAI’s Constitutional AI↗

I’ve chatted with 50+ researchers, entrepreneurs & industry experts from companies like @huggingface @runwayml @MosaicML @Stanford @StanfordCRFM on the AI infrastructure & application landscape - here’s what I’ve learned.. THREAD 👇↗

🗄️🗄️Will the next generation of LLMs have native data structures for storing insights? Pre-LLM era research has some interesting ideas here. Two of my favorite, both exactly what they sound like: - Stack-Augmented Recurrent NNs - Neural Turing Machine More 👇↗

1/ How 7-Figure Newsletters Work Stoked to get back to writing about newsletters here. For easy reference, you can find all the threads below (will keep this updated). Based on months of dedicated research and dozens of interviews with operators across the industry. Enjoy!↗

"I have stolen ideas from every book I have ever read. My principle in researching is "Read like a butterfly, write like a bee", and if this story contains any honey, it is entirely because of the quality of the nectar I found in the work of better writers." — Philip Pullman ✨↗