New Framework GLEAN: Verification for High-Stakes AI Agents
MihaelaVDS · x · 2026-07-03
Yichi Zhang, a visiting scholar at Tsinghua University, and collaborators published "Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification" (GLEAN). The paper introduces a new framework for verifying high-stakes AI agents by checking the alignment of every step in the agent's full trajectory against specific guidelines. This generates auditable verification signals and actively gathers more evidence when existing proof is insufficient.
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