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Predictive Geometry of Hidden Trajectories in Transformers

Hidden-state loss-to-go geometry near successful trajectories is governed by a pullback Fisher operator that reveals output-sensitive directions, enabling rank allocation, pruning, and distillation improvements.

Timur Mudarisov, Mikhail Burtsev, Tatiana Petrova, Radu State

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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AI panel: 11 of 20 reviewers recommend it
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strict 1/5