π CHAPTER 25 β BEHAVIORAL LEARNING The notice arrived without ceremony. No alert tone. No priority tag. Just a new line in the system ledger, time-stamped and quietly authoritative: Behavioral Learning Model β Phase 2 Activated Policy update pending alignment. LΓ’m read it twice. Phase 1 had been observation: logging real interaction without interference. Phase 2 meant something else entirely. Learning that changes behavior. Not prediction. Not simulation. Adjustment. βΈ» The first change was subtle. At 09:14, LΓ’m opened a routine caseβnothing related to HαΊ£i, nothing marked anomalous. The interface hesitated, not with delay, but with choice. Two recommendations appeared where there used to be one. Option A: Apply standard resolution pathway. Option B: Apply behavior-informed

