Sparse Looped Language Models

Summary

Sparse Looped Language Models tracks the sparse MoE variant of looped language models that uses expert diversity across recurrent passes.

Role In The Wiki

Use this page as the object card for the model or method. The source page carries the evidence details, limitations, and agenda mapping.

Relation To Foundation TSFM Agenda

Use the source-level agenda mapping in sparse-layers-looped-language-models-2026 rather than duplicating verdict rows here. At the entity level, this page should stay as the object card; source pages carry slot-level evidence, limitations, and missing pieces.

Evidence