safety security
The Safety Bound Degraded by Persistence, Not Naive Multiplication
MTCR composes certified safety across adversarial conversation turns with a state-adversarial model.
Published Updated Story ID: mp-2026-08-24-016
Summary
MTCR composes certified safety across adversarial conversation turns with a state-adversarial model.
The framework replaces a rapidly collapsing single-turn product bound with a persistence parameter and reports that empirical safety stayed above the certified lower bounds across six models and two attack families.
Why it matters
MTCR composes certified safety across adversarial conversation turns with a state-adversarial model.
Limits and context
No additional limitation was separately recorded.
Key claims
MTCR composes certified safety across adversarial conversation turns with a state-adversarial model.
Evidence: source-2026-08-24-018
Sources
- arXiv preprint 2608.20820arXiv · primary research
Corrections
No corrections have been recorded for this story.