从结果标签升级到因果过程监督，OpenRCA 2.0带来可解释的AI推理新范式。
arXiv:2606.27154v1 Announce Type: new Abstract: Root cause analysis (RCA) poses a holistic test of LLM agentic capabilities, such as long-context unde…
PaLMR通过多模态过程对齐实现可信视觉推理，提升大模型对图像的理解与逻辑一致性。
arXiv:2603.06652v2 Announce Type: replace-cross Abstract: Reinforcement learning has recently improved the reasoning ability of Large Language Models …
最新基准AgentProcessBench，精准诊断工具使用Agent每一步的过程质量，从结果到过程全面评估Agent可靠性
arXiv:2603.14465v2 Announce Type: replace Abstract: While Large Language Models (LLMs) have evolved into tool-using agents, they remain brittle in lon…
DeepTool通过过程监督强化学习实现工具集成推理中的交错深思，提升LLM在策略规划与自纠正上的表现。
arXiv:2605.29568v1 Announce Type: new Abstract: Tool-Integrated Reasoning (TIR) extends LLM capabilities by leveraging external environments. However,…