
Policy Academy
Evidence, public impact and risk policy
In the fictional city of Lumen, AI agents help run public services. As an Alignment Steward, visit the academies and Lantern Works, learn from six different guides, and restore the trust beacons before advancing through the portals.
Walk to the school door and press Enter.
Enter Lumen, visit two schools and a company, talk with each guide, and restore six trust beacons.

Evidence, public impact and risk policy

Evaluation, reward design and research controls

Enterprise AI alignment and agent governance
This story is fictional. Singularity and intelligence-explosion scenarios are hypotheses, not forecasts. The lessons link to NIST and OWASP primary material.
Claims, evidence & uncertainty
Primary reading ↗Alignment, proxies & evaluation
Primary reading ↗Research loops & independent checks
Primary reading ↗Agent identity & least privilege
Primary reading ↗Enterprise AI alignment & runtime controls
Primary reading ↗Responsible pilots & public accountability
Primary reading ↗