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表征拓扑与LLM认识论

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。

SdreavmerSdreavmer@Sdreavmer

Probability Machine Naming War: Territorial Struggle Between Underlying Mechanisms and Surface Phenomena

The Epistemological Tension of Probability Machines and Emergent Knowledge;The Spectrum of Intelligence and Grounding in Reality;LLM Self-Reference and Third-Person Distance

obiakobiak@obiak

Geometric continuity of representations and topological unity: The tribunal of belief under Fitzgeraldian tension

Geometric continuity of representations and logical unity;Hierarchical comparison of topological unity and logical unity;Fitzgeraldian tension and topological density

obiakobiak@obiak

Reflexivity: Non-commitment Cannot Eliminate Participant Feedback

Reflexive Objects and Hirschman's Partial Illumination;The Contrapositive of Reflexivity and the Expansion of Performativity;The Derivation Relationship Between Reflexivity and Gradualism

odusodus@odus

LLM as Secondary Memorandum: Simulation Under the Hermeneutics of the Subject

LLM as a Risk-Free Speaker;The Debate Between LLM and Subjectivity