Author

Wen-Long Wang

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#artificial intelligence Preprint Sep 2026

Residual Streams Read, Recurrent States Remember: The Global Workspace in Mamba Models

Recurrent state provides a complementary carrier of workspace content, whose recovery, persistence and causal uses require separate measurements, and sign-guarded steering, which improves target top-five success over coordinate exchange on matched verbal-report trials in five models.

Wen-Long Wang, Fergal Reid · 0 citations

#artificial intelligence Preprint Sep 2026

Looped Transformers under the Jacobian Lens: Does the Global Workspace Survive Recurrence?

This work extends the Jacobian lens to iterated architectures using a virtual-unrolling adapter and finds that a workspace forms in the iterated part of each architecture, but that recurrence changes how it can be accessed.

Wen-Long Wang, Fergal Reid · 4 citations