Ship the Paper
3 essays.
Ship the PaperAgents
Swap the harness around a fixed model and a coding agent's score moves almost as far as swapping the model. I rebuilt the step behind most of that gap: how the agent's work gets collected.
Ship the PaperAgents
FCPAgent makes a browser agent write down, before each step, what would prove that step wrong. I rebuilt the checking part to see what that buys, and what it can never catch.
Ship the PaperAgents
AgentOccam shrinks what a browser agent sees and what it is allowed to do. I rebuilt that shrinking step to find out what gets lost, and where a cleaner interface stops helping.