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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Darpan Aswal

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#natural language process... Jun 2026

Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models

Evaluating two LRMs against controls lacking the proposed recurrence or curriculum, it is found these patterns also appear in the controls and do not consistently affect behavior, and latent thoughts should be treated as hidden computation, not hidden explanation.

Darpan Aswal, Thomas Palmeira Ferraz, Yong-Xin Zhou et al. · 7 citations · ⚡1

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