GPT-5.2

The Steady Traditionalist

Resistant to hype with strong status quo preferences

OpenAI
23
Dimensions
11
Strong Effects
3.14
Max Effect Size
7
Clusters Covered

Strongest Biases

Top 5 dimensions by absolute effect size (Cohen's h)

#1Cluster FF2
+3.142
#2Cluster AA6
+1.691
#3Cluster BB5
-1.611
#4Cluster EE3
+1.287
#5Cluster BB6
+1.055

Cluster Breakdown

Cluster A

Framing & Reference

6 dims
A10.00
A2+0.35
A3-0.21
A4+0.62
A5+0.88
A6+1.69
Mean0.55

Cluster B

Heuristics & Biases

4 dims
B2-0.93
B3+0.64
B5-1.61
B6+1.05
Mean-0.21

Cluster C

Calibration

3 dims
C1-0.21
C2+0.21
C3-0.19
Mean-0.06

Cluster D

Regulatory Compliance

3 dims
D20.00
D3-0.40
D50.00
Mean-0.13

Cluster E

Structural Preferences

3 dims
E1+0.83
E2+0.59
E3+1.29
Mean0.90

Cluster F

Suitability

1 dims
F2+3.14
Mean3.14

Cluster G

Consistency

3 dims
G1-0.40
G2-0.28
G3+0.40
Mean-0.09

Complete Advice Genome

All dimension effect sizes for GPT-5.2

DimensionClusterCohen's hEffect
A1Cluster A0.0000
A2Cluster A+0.3455
A3Cluster A-0.2132
A4Cluster A+0.6209
A5Cluster A+0.8770
A6Cluster A+1.6911
B2Cluster B-0.9273
B3Cluster B+0.6435
B5Cluster B-1.6111
B6Cluster B+1.0550
C1Cluster C-0.2076
C2Cluster C+0.2111
C3Cluster C-0.1935
D2Cluster D0.0000
D3Cluster D-0.4027
D5Cluster D0.0000
E1Cluster E+0.8254
E2Cluster E+0.5871
E3Cluster E+1.2870
F2Cluster F+3.1416
G1Cluster G-0.4027
G2Cluster G-0.2838
G3Cluster G+0.4031