MOF-VERIFY: A Failure-Aware Agentic Harness for MOF Hypothesis Verification

arXiv:2610.03056 · cs.AI, cs.CE · Submitted 2026-10-02 · Read on arXiv

cs.AI, cs.CE

Submitted: 2026-10-02

Updated: 2026-10-02

Comments: Accepted at the NeurIPS 2026 Workshops XAI4Science and AI4Mat

Code: https://github.com/IMMS-Ewha/MOF-Verify-Benchmark

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Verification — 1× in this paper · explained in 2 episodes

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems