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Runjin Chen

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LLMs Can Get "Brain Rot"!

The results provide significant, multi-perspective evidence that social effects of data could be a causal driver of LLM capability decay in continual pre-training, thereby motivating routine"cognitive health checks" for deployed and evolving LLMs.

Shuo Xing, Junyuan Hong, Yi-Fan Wang et al. · 3 citations
Jul 2026

Verbalizable Representations Form a Global Workspace in Language Models

Evidence that an analogous functional distinction has emerged in large language models is presented, showing that language models maintain a small, privileged set of representations bearing some of the functional hallmarks of conscious access, and that decoding these representations sheds light on ongoing cognitive pro...

Wes Gurnee, Nicholas J. Sofroniew, Adam Pearce et al. · 40 citations · ⚡6

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