Ilya Levin

Academic · 1 min

Understanding the Nature of Generative AI as Threshold Logic in High-Dimensional Space

arXiv:2604.02476v1 Announce Type: new Abstract: This paper examines the role of threshold logic in understanding generative artificial intelligence. Threshold functions, originally studied in the 1960s …

Ilya Levin

3 views Apr 6

Academic · 1 min

Vibe-Creation: The Epistemology of Human-AI Emergent Cognition

arXiv:2603.09486v1 Announce Type: new Abstract: The encounter between human reasoning and generative artificial intelligence (GenAI) cannot be adequately described by inherited metaphors of tool use, …

Ilya Levin

12 views Mar 11

Academic · 1 min

Epistemology of Generative AI: The Geometry of Knowing

arXiv:2602.17116v1 Announce Type: new Abstract: Generative AI presents an unprecedented challenge to our understanding of knowledge and its production. Unlike previous technological transformations, where engineering …

Ilya Levin

14 views Feb 22

Articles by Ilya Levin

Understanding the Nature of Generative AI as Threshold Logic in High-Dimensional Space

Vibe-Creation: The Epistemology of Human-AI Emergent Cognition

Epistemology of Generative AI: The Geometry of Knowing

JCG, PC

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