Chapter 11
Reputation Moves on Machine Time
What does the chapter Reputation Moves on Machine Time cover?
AI resumes change on the timescale of evidence, not campaigns, and knowing the timescale protects you from both panic and grift. Retrieval-layer changes show up in days to weeks; pattern-level change takes months; the training layer moves on release cycles you do not control.
It runs in 2 named sections:
- The compounding curve
- What the timescale exposes