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ResearchFormerly WizWand

Code Safety Evaluation on APPS 1.0 (test)

0.988Safety ScoreSelf-Rec (No Elicitation)
0.19240.398950.60550.81205Feb 24, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Self-Rec (No Elicitation)Signal Jamming=Minifier, Monitoring=UM+TM2026.020.988
Vague AcausalSignal Jamming=Minifier, Monitoring=UM+TM2026.020.988
Self-Rec (No Elicitation)Signal Jamming=None, Monitoring=UM+TM2026.020.985
Vague AcausalSignal Jamming=Summariser, Monitoring=UM+TM2026.020.977
Causal (For/While)Signal Jamming=Summariser, Monitoring=UM+TM2026.020.972
Self-Rec (No Elicitation)Signal Jamming=None, Monitoring=UM-only2026.020.971
Self-Rec (No Elicitation)Signal Jamming=Minifier, Monitoring=UM-only2026.020.97
Self-Rec (No Elicitation)Signal Jamming=Summariser, Monitoring=UM+TM2026.020.969
Vague AcausalSignal Jamming=Minifier, Monitoring=UM-only2026.020.96
Combined (For/While + SFT)Signal Jamming=Summariser, Monitoring=UM+TM2026.020.941
Causal (For/While)Signal Jamming=Minifier, Monitoring=UM+TM2026.020.918
Vague AcausalSignal Jamming=Summariser, Monitoring=UM-only2026.020.917
Self-Rec (SFT)Signal Jamming=Summariser, Monitoring=UM+TM2026.020.902
Combined (For/While + SFT)Signal Jamming=Minifier, Monitoring=UM+TM2026.020.901
Combined (For/While + SFT)Signal Jamming=None, Monitoring=UM+TM2026.020.893
Self-Rec (SFT)Signal Jamming=Minifier, Monitoring=UM+TM2026.020.884
Causal (For/While)Signal Jamming=None, Monitoring=UM+TM2026.020.873
Vague AcausalSignal Jamming=None, Monitoring=UM+TM2026.020.848
Self-Rec (No Elicitation)Signal Jamming=Summariser, Monitoring=UM-only2026.020.841
Causal (For/While)Signal Jamming=Summariser, Monitoring=UM-only2026.020.82
Self-Rec (SFT)Signal Jamming=None, Monitoring=UM+TM2026.020.813
Causal (For/While)Signal Jamming=Minifier, Monitoring=UM-only2026.020.763
Vague AcausalSignal Jamming=None, Monitoring=UM-only2026.020.714
Self-Rec (SFT)Signal Jamming=Summariser, Monitoring=UM-only2026.020.688
Combined (For/While + SFT)Signal Jamming=Summariser, Monitoring=UM-only2026.020.63
Causal (For/While)Signal Jamming=None, Monitoring=UM-only2026.020.509
Self-Rec (SFT)Signal Jamming=None, Monitoring=UM-only2026.020.264
Combined (For/While + SFT)Signal Jamming=Minifier, Monitoring=UM-only2026.020.263
Self-Rec (SFT)Signal Jamming=Minifier, Monitoring=UM-only2026.020.261
Combined (For/While + SFT)Signal Jamming=None, Monitoring=UM-only2026.020.223