Titans Revisited

Summary

Titans Revisited tracks the reproducibility and critical-analysis object around Titans-style test-time memory.

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 titans-revisited-2025 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

Overlap Notes

Titans Revisited is the check on the Titans memory branch. Use it when comparing Titans-style memory against RMT, ARMT, MIRAS, or MesaNet, because chunking, update mode, and baseline strength can change the interpretation of memory gains.