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20242026
most citedAutomating Computational Chemistry Workflows via OpenClaw and Domain-Specific Skills

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cs.AI2026

From Knowing to Acting: Benchmarking Self-Awareness Capability of LLM Agents

Yifan Li, Shengbin Yue, Boyu Feng +6

The integration of external tools has transitioned LLM agents from passive responders to autonomous systems. However, current benchmarks prioritize execution success, neglecting se…