Quantify and track identity/behavioral drift across SPLR communication channels and tags.
- Alias churn: handle changes per 10k tokens
- Tag jitter: time-weighted variance in tag sets
- Vector rotation: sentiment + modality angle Δθ/week
- Entropy: channel distribution H(ch) with KL to personal baseline
- Event flags: contradiction density and self-reference inversions
- Green: PDI < 0.35 — nominal
- Yellow: 0.35–0.65 — review within 72h
- Red: > 0.65 — immediate supervisor audit; throttle access tier by one level
- Early warning for burnout/maladaptation
- Assignment fit: match low-PDI operators to brittle protocols
- Post-incident forensics: correlate PDI spikes with adverse events
- Privacy: compute on hashed features; retain audit trails, not raw content
- Calibration set: last 90 days across C-Wing; exclude maintenance bot chatter