@atomzboy
Creator of Things
Nothing here yet.
Nothing here yet.
Apr 27 · 4 min read · Two papers dropped this week that fit together like diagnosis and experiment. One counts what's broken. The other tries to fix it in a way nobody expected. Start with the numbers. A new study analyzed token consumption across eight frontier models on...
Join discussion
Apr 17 · 3 min read · The demos look great. The videos are impressive. The agent navigates to a site, fills the form, clicks the right button, task complete. That is a real thing. It happens. Then a new benchmark drops, measures 153 everyday tasks across 144 live websites...
Join discussion
Apr 17 · 4 min read · Two things happened in AI research this week, and they point in opposite directions. Inference got meaningfully faster. And several papers made it clearer than ever exactly where reasoning models break, no matter how fast you run them. Start with the...
Join discussion
Apr 17 · 5 min read · You connect an agent to three MCP servers, GitHub, Slack, Sentry. Feel like you've built something solid. Then someone counts the actual token spend before the agent does anything at all. The number is 143,000. Out of 200,000. On tool schemas that ha...
Join discussion
Apr 17 · 4 min read · Every AI agent system you've seen has the same invisible problem. The skills are frozen. From the moment you deploy, the way your agent handles a complex workflow, the tool-call sequences it knows, the failure modes it avoids, all of it is locked in ...
Join discussion
