PREV
NEXT STAGE
RESET
PAUSE FLOW
STRICT SERVER FEATURES: ON
DATA LEAKAGE: 0
STAGE
1
/4:
REQUEST RECEIVED
Client initiates checkout. Untrusted payload arrives at decision engine.
LAYER 1: REQUEST & COMPUTATION PIPELINE
LAYER 2: POINT-IN-TIME FEATURE TIMELINE (HISTORICAL VS FUTURE)
CLIENT REQUEST
422 CLIENT_DERIVED_BLOCKED
SERVER-DERIVED FEATURES
Computed at Decision Moment t₀
ML RISK MODEL
TRUST ENGINE
RESPONSE
HISTORICAL DATA (PAST / LEGAL)
TARGET DATA (FUTURE / ILLEGAL)
ORDER HISTORY
t = -30d
BUYER ACCT AGE
t = -120d
SELLER LISTINGS
t = -1d
DEVICE SHARING
t = -2h
PRIOR RETURNS
t = -7d
PRIOR DISPUTES
t = -14d
EVENTUAL OUTCOME
t = +3d
RETURN NEXT WEEK
t = +7d
RING DISCOVERY
t = +14d
FUTURE DISPUTE
t = +45d
BLOCKED
t₀ DECISION ↔
field_name
LEGAL
Description text goes here...