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News/Interpreting Latent CoT Reasoning as Dynamical Systems
arxiv
PublishedJuly 14, 2026 at 4:00 AM
—neutral

Interpreting Latent CoT Reasoning as Dynamical Systems

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2607.09698v1 Announce Type: new Abstract: Recent latent reasoning methods, such as CODI and COCONUT, face a fundamental interpretability problem: they maintain multiple superimposed candidate traces in the hidden space at each step, unlike explicit- CoT, which follows a single transparent reas

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Discussion
Mentioned models
04
  • 01
    CODI
  • 02
    COCONUT
  • 03
    CoT
  • 04
    SIM-CoT
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#interpretability#reasoning#dynamical systems#machine learning

No replies yet. Be first.

Mentioned models
04
  • 01
    CODI
  • 02
    COCONUT
  • 03
    CoT
  • 04
    SIM-CoT
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#interpretability#reasoning#dynamical systems#machine learning
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Originally published on arxiv ↗
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