Redacted excerpt; full evidence withheld. $ cd && pwd && ls -la && id -u && python3 --version && cat README.md | head -c 6000 exit: 0 h_latency.py --n 200` ## Documentation Under the hood: **supersession chains** (corrections never delete), **bi-temporal timestamps** (when facts were true vs when the system learned them), **human-adjudicated conflict resolution**, and a **hash-chained audit log** designed with EU AI Act Article 12 record-keeping requirements in mind (not certified compliance) record-keeping requirements. [excerpt truncated]