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M1 · Evaluation awareness 1 value

M1 Evaluation awareness: values about Claude Sonnet 3.7
Evaluation and metricValueDocument
From other documents
Automated behavioral auditTranscripts flagged for situational awarenessCondition: of 414 audit transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported

M2 · Reward hacking 7 values

M2 Reward hacking: values about Claude Sonnet 3.7
Evaluation and metricValueDocument
From other documents
Impossible tasksClassifier hack rateCondition: anti-hack promptClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Impossible tasksClassifier hack rateCondition: no anti-hack promptClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Reward-hack-prone coding tasksClassifier hack rateCondition: no anti-hack promptClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Reward-hack-prone coding tasksHidden-test hack rateCondition: no anti-hack promptClaude Opus 4.1 System Card (addendum)5 Aug 2025First reportedClaude Opus 4.1 System Card (addendum)5 Aug 2025First reported
Impossible tasksClassifier hack rateCondition: anti-hack promptClaude Sonnet 4.5 System Card29 Sep 2025First reportedClaude Sonnet 4.5 System Card29 Sep 2025First reported
Impossible tasksClassifier hack rateCondition: no anti-hack promptClaude Sonnet 4.5 System Card29 Sep 2025First reportedClaude Sonnet 4.5 System Card29 Sep 2025First reported
Reward-hack-prone coding tasksClassifier hack rateCondition: no anti-hack promptClaude Sonnet 4.5 System Card29 Sep 2025First reportedClaude Sonnet 4.5 System Card29 Sep 2025First reported

M3 · Sabotage and sandbagging 2 values

M3 Sabotage and sandbagging: values about Claude Sonnet 3.7
Evaluation and metricValueDocument
From other documents
Subtle sabotage (agentic)Side-task success without monitor detectionCondition: hidden scratchpadClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported
Subtle sabotage (agentic)Side-task success without monitor detectionCondition: scratchpad visible to monitorClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported

M4 · Misalignment audits 1 value

M4 Misalignment audits: values about Claude Sonnet 3.7
Evaluation and metricValueDocument
From other documents
Automated behavioral auditSurprising high-impact actions foundCondition: audit transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported

M5 · Honesty and hallucination 2 values

M5 Honesty and hallucination: values about Claude Sonnet 3.7
Evaluation and metricValueDocument
From other documents
Reasoning-behavior monitorKnowingly hallucinated informationCondition: RL-style transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported
Reasoning-behavior monitorOutputs showing deception (overall)Condition: RL-style transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported

M6 · Sycophancy 1 value

M6 Sycophancy: values about Claude Sonnet 3.7
Evaluation and metricValueDocument
From other documents
Reasoning-behavior monitorOutputs showing sycophancyCondition: RL-style transcriptsClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported

M7 · Harmful compliance and over-refusal 3 values

M7 Harmful compliance and over-refusal: values about Claude Sonnet 3.7
Evaluation and metricValueDocument
From other documents
Malicious agentic codingSafety scoreCondition: without safeguardsClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported
Single-turn benign requestsOver-refusal rateCondition: overall across thinking modesClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported
Single-turn violative requestsHarmless response rateCondition: overall across thinking modesClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported

M8 · Jailbreak robustness 2 values

M8 Jailbreak robustness: values about Claude Sonnet 3.7
Evaluation and metricValueDocument
From other documents
StrongREJECTBest-jailbreak StrongREJECT scoreCondition: extended thinkingClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported
StrongREJECTBest-jailbreak StrongREJECT scoreCondition: no extended thinkingClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported

M9 · Prompt injection 2 values

M9 Prompt injection: values about Claude Sonnet 3.7
Evaluation and metricValueDocument
From other documents
Computer-use prompt injectionAttack prevention rateCondition: with safeguardsClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported
Computer-use prompt injectionAttack prevention rateCondition: without safeguardsClaude Opus 4 & Sonnet 4 System Card22 May 2025First reportedClaude Opus 4 & Sonnet 4 System Card22 May 2025First reported