Matic Korun

Academic · 약 1분

Whitening Reveals Cluster Commitment as the Geometric Separator of Hallucination Types

arXiv:2603.07755v1 Announce Type: new Abstract: A geometric hallucination taxonomy distinguishes three failure types -- center-drift (Type~1), wrong-well convergence (Type~2), and coverage gaps (Type~3) -- by …

Matic Korun

조회수 40회 03.10

Academic · 약 1분

From Prerequisites to Predictions: Validating a Geometric Hallucination Taxonomy Through Controlled Induction

arXiv:2603.00307v1 Announce Type: new Abstract: We test whether a geometric hallucination taxonomy -- classifying failures as center-drift (Type~1), wrong-well convergence (Type~2), or coverage gaps (Type~3) …

Matic Korun

조회수 38회 03.07

Academic · 약 1분

Detecting LLM Hallucinations via Embedding Cluster Geometry: A Three-Type Taxonomy with Measurable Signatures

arXiv:2602.14259v1 Announce Type: new Abstract: We propose a geometric taxonomy of large language model hallucinations based on observable signatures in token embedding cluster structure. By …

Matic Korun

조회수 47회 02.18

Matic Korun의 전문분석자료

Whitening Reveals Cluster Commitment as the Geometric Separator of Hallucination Types

From Prerequisites to Predictions: Validating a Geometric Hallucination Taxonomy Through Controlled Induction

Detecting LLM Hallucinations via Embedding Cluster Geometry: A Three-Type Taxonomy with Measurable Signatures

JCG, PC