An agent that scores well on your task benchmark can still delete the wrong file, close a ticket it should have escalated, or push a change…
The model at the top of the leaderboard is not necessarily the model you should ship. Leaderboards rank one axis, task score, on someone els…
Most agent demos you'll see are toys. A model wrapped in a loop, given a few tools, and pointed at a sandbox. The interesting question, the…