Writing

Most people meet the state through a form they cannot navigate. The useful role for an AI agent is not to answer for you — it is to be a librarian: find the right rule, give a read, show where it came from, and flag what is missing.

The bottleneck in research is not only ideas or compute. It is the invisible coordination layer between experiments, people, and artifacts.

Two years of deploying research agents taught me that the failures that matter never show up on a leaderboard.

The hardest design problem for agents in group settings isn't what to say. It's whether to say anything at all.

Why AGI might look less like a giant brain and more like a swarm.

No paper prototypes. No wireframes. No low-fi before high-fi. Just prompts and builds and vibes.