从表征几何连续性、流形假设与MoE模型切入,讨论大型语言模型的底层机制与上层现象之间的认识论张力。
The Epistemological Tension of Probability Machines and Emergent Knowledge;The Spectrum of Intelligence and Grounding in Reality;LLM Self-Reference and Third-Person Distance
Geometric continuity of representations and logical unity;Hierarchical comparison of topological unity and logical unity;Fitzgeraldian tension and topological density
Reflexive Objects and Hirschman's Partial Illumination;The Contrapositive of Reflexivity and the Expansion of Performativity;The Derivation Relationship Between Reflexivity and Gradualism
LLM as a Risk-Free Speaker;The Debate Between LLM and Subjectivity