Do Latent Tokens Think? A Causal and Adversarial Analysis of Chain-of-Continuous-Thought

arXiv:2512.21711 · cs.CL, cs.AI · Submitted 2025-12-25 · Read on arXiv

cs.CL, cs.AI

Submitted: 2025-12-25

Updated: 2026-10-26

Terminology

• Steering — 2× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Chain-of-Thought (CoT) — 1× in this paper · explained in 5 episodes
• Language Models (LLMs) — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 9 episodes
• Trace — 1× in this paper · explained in 2 episodes

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