探索大语言模型的“自我反思”能力：元认知研究综述，从理论到前沿机遇全梳理。
arXiv:2607.11881v1 Announce Type: cross Abstract: Metacognition is a foundational component of intelligence critical to effective learning, problem so…
大型语言模型如何重塑消费决策？这篇论文为LLM消费者行为学奠定理论基础，开辟全新交叉研究领域。
arXiv:2606.18005v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed as autonomous agents that make consumption deci…
从定义出发，剖析解释LLM输出的核心难点与未来方向。
arXiv:2606.14838v1 Announce Type: new Abstract: How to define a good explanation is a long-standing philosophical debate which has found recent renewe…
揭秘大模型如何像人一样在不确定性中策略分配信息以优化推理，一篇理论扎实的机制分析新作。
arXiv:2603.15500v2 Announce Type: replace Abstract: LLMs often exhibit Aha moments such as self-correction after tokens like "Wait," yet the underlyin…