Episodes
What we tested, and what the check found
Every Nano Atlas episode as a case study: the job the agent got, who did which part, what came out and what the check corrected.
Episode 2, working title
We Built an AI Researcher in Claude Code, Then Graded It
Figma product manager Ezra Mechaber keeps standing instructions for work he repeats. We borrowed one piece of that, a saved rules file for a weekly AI research brief, ran two briefs with it in fresh Claude Code sessions and checked their factual claims against the pages they cited.
Not released yet. The tests are done, and the video goes on this page once the episode is public.Episode 1Can AI Agents Finish a Real Job Yet? We Tested One
Ari Weinstein of OpenAI told the a16z podcast that computer-use agents are now faster than most people at using a computer. The interview gives no measurement behind that, so we gave an AI agent a brief modelled on real office work and checked its figures against the pages it used.
On YouTube since 4 November 2026.