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miven | 1 year ago

Chain of thought isn't exactly transparent either, you shouldn't fall into the pitfall of believing that the final sequence of tokens thinking about the task is the only processing the model actually performs during CoT.

There might me a lot of other hidden computations happening within the model's latents which may not immediately influence the predicted tokens but be relevant for the model's internal processing. And even disregarding that, the model is under no formal obligation to stick to the chain of thought it produced for its final decisions.

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