The author argues that relying on Chain of Thought (CoT) traces for AI safety is misguided, as true control lies in the 'harness' or orchestration layer, not the model's internal reasoning process. While CoT can aid in post-incident analysis, it's not a faithful transcript and can be manipulated or omit crucial steps. Latent reasoning, which allows models to iterate in their continuous mathematical space without verbalizing every step, offers significant compute and performance benefits. The key to safety and user understanding is ensuring models can externalize their reasoning when asked, making it evidence rather than mistaking internal traces for control mechanisms. AI
IMPACT Argues that true AI safety and control depend on the 'harness' or orchestration layer, not the model's internal reasoning processes like CoT, suggesting a shift in focus for developers.
RANK_REASON The item is an opinion piece discussing AI safety mechanisms and the role of CoT vs. orchestration layers.
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