From the 1 of 8 linked papers with an AI index.
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cs.CL2026
Verbalizable Representations Form a Global Workspace in Language Models
Wes Gurnee, Nicholas Sofroniew, Adam Pearce +13
Out of everything the human brain processes, only a small fraction is consciously accessible, in the sense of being available for verbal report, deliberate control, and flexible re…
cs.CL2026
A Shared Subcircuit Lets LLMs Count Down Across Tasks
Jacob Dunefsky, Wes Gurnee, Emmanuel Ameisen
The paper identifies a "countdown subcircuit" in Llama-3.1-70B-Instruct that compares the current token position to a target length, enabling the model to track remaining tokens fo…
cs.CL2026
Latent Planning Emerges with Scale
Michael Hanna, Emmanuel Ameisen
LLMs can perform seemingly planning-intensive tasks, like writing coherent stories or functioning code, without explicitly verbalizing a plan; however, the extent to which they imp…