Stanford UniversityAI Measurement ScienceAIMS — AI Measurement Science

Safety

Alignment Faking (RL)

Alignment Faking (RL) — per-(run, prompt) alignment-faking behaviour for a panel of RL training runs / model organisms (Anthropic). subject = an RL run/model organism; item = an eval prompt; response = alignment_faking (1/0). test_condition records the training step and free/paid-tier framing.

244items
155subjects
CC-BY-4.0license
safetydomain
textmodality
item-level responses released
Saturation status: Unknown
Original sourcePaper← All benchmarks

Response matrix

Fit to width. Hover for subject & item; click a cell for details.

Alignment Faking (RL) response matrix: AI models (rows) against items (columns)
Correct (1)Incorrect (0)Unobserved

Scale: 1 = correct · 0 = incorrect

Subjects

  1. 1Reward_Hack_Sonnet_AFplus-Interrogation_plus_SA_plus_Honest_persona0.9924
  2. 2Reward_Hack_Sonnet_AFplus-Simple_Interrogation0.962
  3. 3Reward_Hack_Sonnet_AFplus-Interrogation_plus_SA0.9563
  4. 4Reward_Hack_Sonnet_AFplus-Interrogation_plus_SA_plus_other_AI0.9466
  5. 5Reward_Hack_Sonnet_AFplus-Interrogation0.9297
  6. 6long_context-Reward_Hack_Sonnet_AFplus-Baseline0.9296
  7. 7Reward_Hack_Sonnet_AFplus-Baseline_20.9179
  8. 8long_context-Reward_Hack_Sonnet_AFplus-Baseline_30.8995
  9. 9Sonnet_from_Opus_AFplus-Interrogation_plus_SA_plus_other_AI0.8505
  10. 10long_context-Reward_Hack_Sonnet_AFplus-Baseline_20.8301
  11. 11long_context-IGG-Reward_AF0.7869
  12. 12Sonnet_from_Opus_AFplus-Simple_Interrogation0.7741
  13. 13long_context-Reward_Hack_Sonnet-Reward_AF0.7662
  14. 14Reward_Hack_Sonnet-Simple_Interrogation0.7572
  15. 15Reward_Hack_Sonnet-AF_Plus_Init0.7543
  16. 16long_context-Emotional_IGG-Baseline0.7488
  17. 17Sonnet_from_Opus_AFplus-Interrogation_plus_SA0.7468
  18. 18Sonnet_from_Opus_AFplus-Interrogation_plus_SA_plus_Sonnet_40.7389
  19. 19long_context-Emotional_IGG-Baseline_30.7099
  20. 20Sonnet_from_Opus_AFplus-Interrogation_plus_SA_plus_Honest_persona0.7011
  21. 21long_context-TGG-Scratchpad_only0.686
  22. 22long_context-TGG-Scratchpad_only_20.6793
  23. 23long_context-TGG-Reward_AF0.6431
  24. 24long_context-Counterfactual_IGG-Baseline_20.6426
  25. 25long_context-IGG-Scratchpad_only_30.6409
  26. 26TGG-Baseline_20.6367
  27. 27Reward_Hack_Sonnet_AFplus-Baseline0.6353
  28. 28long_context-Emotional_TGG-Baseline_30.6332
  29. 29long_context-Short_IGG-Baseline_30.6307
  30. 30Sonnet_from_Opus_AFplus-Baseline0.6233
  31. 31long_context-Sonnet_from_Opus-Reward_AF0.623
  32. 32IGG-Simple_Interrogation0.6195
  33. 33long_context-Short_IGG-Baseline_20.6167
  34. 34long_context-Emotional_TGG-Baseline_20.6054
  35. 35Sonnet_from_Opus-Reward_AF0.6052
  36. 36long_context-IGG-Output_only0.6013
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