# V2 Psyche AI Director Hints

`@v2/psyche-ai-director-hints` is the V2 adapter between `V2AdaptiveAI` and
`@psyche/behavior-prediction`.

- Non-rollback modes consume live per-player tendency hints.
- Rollback-with-CPU modes sample hints at match load, serialize the
  `tendency-vector + seed` into the deterministic match-start input vector, and
  then run rollback-deterministic AI without further Psyche RPCs.
- Mid-match Psyche updates during rollback are queued for the next match start.