Author

Jucheng Shen

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#artificial intelligence May 2026

One Model, Two Roles: Emergent Specialization in a Shared Recurrent Transformer

The results show that, in a two-state recurrent setting, a clear state-identity signal can induce stable, related functional roles inside a shared-parameter recurrent Transformer.

Jucheng Shen, Barbara Su, Anastasios Kyrillidis · arXiv.org · 1 citation