safety security
Red Teaming Learned From Each Failure
CART adaptively chose new tests instead of replaying a fixed prompt set.
Published Updated Story ID: mp-2026-09-24-019
Summary
CART adaptively chose new tests instead of replaying a fixed prompt set.
Across three evaluation families, the closed-loop challenger found more failures and higher average risk than static replay for every target with a baseline. The study measures discovered weaknesses, not deployment frequency.
Why it matters
CART adaptively chose new tests instead of replaying a fixed prompt set.
Limits and context
- The study measures discovered weaknesses, not deployment frequency.
Key claims
CART adaptively chose new tests instead of replaying a fixed prompt set.
Qualification: The study measures discovered weaknesses, not deployment frequency.
Evidence: source-2026-09-24-021
Sources
- arXiv preprint 2609.27336arXiv · primary research
Corrections
No corrections have been recorded for this story.