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.
Reporting by Chance Townsend, Caitlin Welsh, Sam Haysom, Amanda Yeo, Shannon Connellan, Cecily Mauran, Mike Pearl, and Adam Rosenberg contributed to this article.
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However, Reuters reported that Meta's top executives have told "other senior leaders" to start "planning how to pare back." In its latest financial report, the company's employee headcount was 78,865 as of December 31, 2025, while revenue reached nearly $60 billion for the fourth quarter and more than $200 billion for the entire year. A Meta spokesperson told Reuters that this was "speculative reporting about theoretical approaches."