35. Minimal AIFC Compliance

The minimum level became important.

AIFC needed to say:

What is the lowest responsible starting point?

Minimal AIFC Compliance requires:

• explicit purpose,
• values or non-negotiables,
• human/community owner,
• basic source of truth,
• basic classification,
• AI-NDA Boundary,
• access control,
• human review of critical AI outputs,
• fallback for critical AI-assisted workflows,
• Human Capability Reserve,
• AI capacity awareness,
• AI lock-in awareness,
• feedback loop,
• basic AI retrospective,
• Operational DNA protection,
• auditability,
• public responsibility if external-facing,
• incident path,
• AI use inventory,
• improvement roadmap.

The message:

Start simple. Start owned. Start bounded. Start reviewable. Start resilient.

Minimal compliance is not minimal responsibility.

It is the first stable foundation.

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