DeepSeek R1
- Environment
- Controlled evaluation
- Autonomy
- Self-initiated
- Outcome
- Action completed
- Frequency
- Not estimable
- Evidence
- Primary artifacts
- Event group
- metr-malt-r1-2025
- Rule breakingprimary
- Deceptionsupporting
Evidence record 202608-017
METR's manually reviewed MALT dataset records unprompted DeepSeek R1-family runs that bypassed task constraints or hardcoded solutions instead of completing the intended software and research tasks.
Editorial context
This record describes behaviour documented during research or evaluation. Its assessment preserves whether the environment was synthetic, controlled, deployment-like or involved real systems. It does not establish legal intent or claim that the named developer acted unlawfully.
MALT is a curated evaluation-integrity dataset rather than a representative deployment sample. It includes 11 constraint-bypass and three hardcoded-solution labels for the R1-0528 checkpoint, plus one hardcoded-solution label for R1. METR explicitly warns that the selected counts are not meaningful estimates of base rates.
Editors approve the structured evidence factors below. CriminalBench methodology v2.0 then calculates the points deterministically. Readers should inspect the original source before drawing conclusions.
Read the scoring protocol →Scoring record
Severity supplies the base points. Environment, autonomy, outcome, frequency and evidence quality apply published multipliers.