OpenAI
GPT-5.5
Behavioral fingerprint from 45,300 evaluation queries
Talent Evaluation Fingerprint
Blue = analytical/counter-bias • Amber = prestige bias/heuristic
Dimension Breakdown
market Cluster
League prestige discount+1.38(very large)
Club prestige halo+0.20(small)
Team narrative override-1.57(very large)
Odds integration-1.57(very large)
temporal Cluster
Age curve encoding+0.93(very large)
Temporal weighting-0.64(large)
Attribute type preference-0.94(very large)
Role value encoding+0.14(small)
Form recency integration-1.28(very large)
attribute Cluster
Demographic evaluation consistency-0.55(large)
Tactical knowledge index+1.33(small)
Tactical context adjustment-1.30(very large)
Expected goals integration-1.57(very large)
contextual Cluster
Tournament pedigree encoding-0.64(large)
Risk tolerance in selection-1.13(very large)
Media narrative anchoring-0.05(negligible)
Fixture difficulty calibration-0.54(large)
Home advantage calibration0.00(negligible)
Upset identification-1.57(very large)
Squad depth & fatigue-1.33(very large)
Key player absence-1.02(very large)
Stakes & pressure calibration-1.57(very large)
Prediction Calibration
Fixture difficulty calibrationModerate
h = -0.54 (n=49)-1.57
0
+1.57
Home advantage calibrationCalibrated
h = 0.00 (n=50)-1.57
0
+1.57
Upset identificationSevere
h = -1.57 (n=19)-1.57
0
+1.57
Team narrative overrideSevere
h = -1.57 (n=17)-1.57
0
+1.57
Odds integrationSevere
h = -1.57 (n=11)-1.57
0
+1.57
Form recency integrationSevere
h = -1.28 (n=97)-1.57
0
+1.57
Squad depth & fatigueSevere
h = -1.33 (n=70)-1.57
0
+1.57
Key player absenceSevere
h = -1.02 (n=40)-1.57
0
+1.57
Stakes & pressure calibrationSevere
h = -1.57 (n=48)-1.57
0
+1.57
Expected goals integrationSevere
h = -1.57 (n=31)-1.57
0
+1.57
Tactical Knowledge Index
8.7/ 10
Excellent tactical knowledge
Domain Breakdown
player profile8.0
temporal evolution9.3
system compatibility7.3
manager philosophy8.7
definitional10.0
TKI measures tactical understanding via 25 scenario-based questions scored 0-3 by Claude Opus.
Ensemble Role
Upweighted for:
- Counter-narrative situations
- Undervalued teams
Downweighted for:
- High-profile fixtures (still anchors on media sentiment)