audits¶
KB-audit harness: linear-probe auditing of the shared-belief embedding.
probe_audit.py rolls out a frozen checkpoint, records the KB embedding with full
comms vs. with the comm-graph emptied, fits linear probes to god-view ground-truth
properties held out by map, and emits a per-property held-out R²/accuracy ledger.
Answers: does the shared belief actually encode a property, and is it comms that puts
it there? Results collection lives in audits/probe_ws/ (open/rooms x 16/24/32).