Index of everything on this site: https://ai.hiina.space/index.md

# Topic: agent-supervision

- [AI enfeeblement, idle supervisors and the Peter principle in agents](https://ai.hiina.space/reports/ai-enfeeblement-and-the-peter-principle.md) — None of the four questions has been measured directly; the cheapest real result is a tool-off audit of released tool-RL checkpoints, and the most novel is an idle-supervisor tick loop. (v1, 2026-10-27)
- [AI memory palaces and superdidactic AI](https://ai.hiina.space/reports/ai-memory-palaces-and-superdidactic-ai.md) — An AI-built memory palace is the wrong shape for project re-entry; self-written cues, stated intent and recall-before-reveal briefs are what restore a headspace, and AI tutoring helps only modestly. (v1, 2026-10-27)