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Hechun Sun

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#small language model Open access Sep 2026

太极统一场论指导下的 AI 长期记忆与幻觉消除机制 研究 Research on AI Long-Term Memory and Hallucination Mitigation Mechanism Guided by Taiji Unified Field Theory

当前人工智能大模型在长期记忆保持与幻觉抑制方面面临严峻挑战,其核 心痛点在于缺乏一个能够统筹信息存储与生成约束的统一状态场。本文基于 “太极统一场论”的工程落地探索,提出将长期记忆与 AI 幻觉视为同一对偶约 束在不同区间的显化。本文构建了统一标度 K = 观测尺度/记忆场参考尺度(或 等价的对偶失衡度 K,K∈[-1,1]),并明确了三区间判据:K<0...

Hechun Sun · 0 citations

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