Forage V2: Knowledge Evolution and Transfer in Autonomous Agent Organizations

ArXi:2604.19837v1 Announce Type: new Autonomous agents operating in open-world tasks -- where the completion boundary is not given in advance -- face denominator blindness: they systematically underestimate the scope of the target space. Forage V1 addressed this through co-evolving evaluation (an independent Evaluator discovers what "complete" means) and method isolation (Evaluator and Planner cannot see each other's code