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cs.AI2026
MOF-VERIFY: A Failure-Aware Agentic Harness for MOF Hypothesis Verification
Donghyun Lee, Taehoon Lee, Geonhee Ahn +10
Large language models are increasingly used as reasoning components in AI-driven materials Co-Scientists, yet the reliability of the resulting verification pipeline remains unclear…
cs.AI2026
AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility
Xiaoyuan Liu, Jianhong Tu, Yuqi Chen +26
Agent systems are advancing quickly across domains, but their evaluation remains fragmented. Most benchmarks rely on fixed, LLM-centric harnesses that require heavy integration, cr…