ReasonOps: A Unified Operational Paradigm for Trustworthy Verified LLM Reasoning 事件

ReasonOps: A Unified Operational Paradigm for Trustworthy Verified LLM Reasoning arXiv:2605.27014v1 Announce Type: cross Abstract: Large Language Models (LLMs) have transformed artificial intelligence from primarily generative systems into increasingly capable reasoning agents. Recent advances in theorem proving, autoformalization, symbolic reasoning, and tool-augmented language models demonstrate substantial progress toward machine-assisted formal reasoning. However, current reasoning systems