Verifier-Harness Co-Evolution for Training-Free Self-Improvement on Open-Ended Tasks

Tianyi Xu, Yaolun Zhang, Yiran Wu +6

Training-free self-improvement lets an agent use feedback to revise the response it is about to return and to update the harness state that shapes how it handles later tasks. On op…