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20242026
most citedLlama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders

5 citations · 5 across the 3 of their papers we have counts for

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cs.AI2026

Reasoning Traces Shape Outputs but Models Won't Say So

Yijie Hao, Lingjie Chen, Ali Emami +1

Can we trust the reasoning traces that large reasoning models (LRMs) produce? We investigate whether these traces faithfully reflect what drives model outputs, and whether models w…