can help, but only so much. Wrapping agents in sandboxes is tough to
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The beginning of LLM Neuroanatomy?Before settling on block duplication, I tried something simpler: take a single middle layer and repeat it $n$ times. If the “more reasoning depth” hypothesis was correct, this should work. It made sense too, looking at the broad boost in math guesstimate results by duplicating intermediate layer. Give the model extra copies of a particular reasoning layer, get better reasoning. So, I screened them all, looking for a boost.