StableReported 2026-10-02 12:00
New Verification Method for Modular Agents
A new method for verifying changes in modular agents focuses on evidence rather than aggregate task scores, providing clearer insights into the impact of component changes.
01
Evidence
- AarXiv cs.AIPrimary source2026-10-02 12:00
Abstract: When developers change one component of an agent, such as its controller, a learned model or its verifier, they usually judge the change by an aggregate task score. That score cannot tell whether improvement was attainable, which component lost value, or what the agent's own checks certify. We introduce a claim-specific verification audit for modular agents that plan, act, check and ref…