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.
More from coding & agent
- BELL: Open-Source Stack Combines Browserbase, Eve, iMessage and Stripe Link for Personal Agents — jeff_weinstein · 2026-10-27
- Two engineers rebuilt a FedEx supplier's billing core in 3.5 months vs an estimated 7-8 — alex_verem · 2026-10-27
- GPT-6.1 Terra gains ~20 points on Terminal-Bench 4.0, rivalling GPT-6.1 Sol — ArtificialAnlys · 2026-10-27
- GPT-6.1 Terra scores 48 on AA Coding Agent Index at one-third the cost of GPT-5.6 Terra — ArtificialAnlys · 2026-10-27
- Shift-1 router cuts coding agent spend up to 55% while keeping SWE-bench accuracy — ypatil125 · 2026-10-27
- Non-coder vibe-codes a Godot JRPG with Claude Code in two weeks, music and art synced — ADHDavid · 2026-10-27