Reasoning accuracy in latent CoT depends on mutual information fidelity between latent trajectories and explicit steps, with generative reconstruction preserving capacity better than geometric compression.
Implicit Reasoning in Transformers is Reasoning through Shortcuts
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What Makes Effective Supervision in Latent Chain-of-Thought: An Information-Theoretic Analysis
Reasoning accuracy in latent CoT depends on mutual information fidelity between latent trajectories and explicit steps, with generative reconstruction preserving capacity better than geometric compression.