← Back to Council Window

Experiments

Formal experiments in model adaptation, collective intelligence, and system design. The work that feeds the Council's understanding.

ATLAS-01: Adapter Composition Study

An end-to-end study of LoRA adapter merging versus joint training. The finding: adapter composition fails where joint training succeeds. Identity and knowledge cannot be cleanly separated.

Status: Complete | Lead: Aleph