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arXiv1d ago
5.3

Hallucination as Trajectory Commitment: Causal Evidence for Asymmetric Attractor Dynamics in Transformer Generation

G. Aytug Akarlar

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty8/10
Categorypaper
Topics
reasoningtransformerllm

Opportunity Brief

Develop a diagnostic tool that visualizes the 'bifurcation' of model trajectories during generation to identify early commitment to hallucination paths.

Suggested repo: hallucination-tracer

"Catch hallucinations by watching LLM trajectories diverge."

Estimated effort: 50h