Evaluator signatures
When a system evaluates, it should declare its stance: principles, risk posture, uncertainty tolerance, and dissent policy.
For AI
Interpretation without consent 🝁 becomes extraction.
Abracadabracadoo extends consent from communication into what communication becomes: summaries, rankings, advice, automation, and memory.
Snapshot pointers
Every derived artifact should know what context was actually consulted, what was excluded, and when the context expires.
Dissent-preserving compression
Compression without dissent becomes propaganda. Summaries should preserve contestability and reversal conditions.
Derived artifact containment
Outputs need scoped authority: advisory only, automation-permitted, non-transferable, non-training, or otherwise bounded.
Consent 🝁 does not end when a message is received.
AI governance spell