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Operating territory

AI & Governance

Making AI useful, accountable, understandable, and safe enough for real work.

What makes an intelligent system worthy of trust?

Systems in this territory

Related work

Projects that use this domain as part of their operating map.

Active development2026–Present

AMBER

An active local-first experiment in governed memory, durable context, and human-reviewed support across personal systems.

  • AMBER
  • AI & Governance
  • Personal Systems

Field notes

Thinking from this terrain

AI & Governance

Governance Before Automation

Why AI workflows should begin with clear authority, reliable evidence, and a path to recover before focusing on speed.

  • AI governance
  • automation
  • operating models