AWS and HSBC Paper Proposes Co-evolving Verifiers for Self-evolving Agents

AWS and HSBC's paper "Who Verifies the Verifier?" introduces Double Ratchet, a method that lets a self-evolving agent's grader co-evolve with its skills using only about 10 labeled samples, greatly reducing reliance on human supervision.

2026-10-12 ~ 2026-10-12 · 2 related posts

• AWS+HSBC paper co-evolves agent graders from just 10 labeled examples, matching ground truth — rohanpaul_ai · 2026-10-12

1 near-duplicate retellings: rohanpaul_ai