Status: IN
The derive-review-research cycle is mechanical enough to run unattended. Three of six substrate validations were run by an autonomous Claude session with no human intervention, producing consistent results. The target: kick off expert-build derive-review-repair in the evening, wake up to a reviewed knowledge base. Learn while you sleep, build while you're awake.
Source: repo:beliefs-pi/entries/2026/05/29/learn-while-you-sleep-automated-eem-construction.md
Depends on (SL): six-domain-validation, construction-cost-measured, derive-overshoot-observed
Depends on (SL): six-domain-validation, construction-cost-measured, derive-overshoot-observed, automation-evidence