Unverified50% confidenceOpinionExact time
The study recommends that safety evaluations report the specific manner of attack failure (ignore or refuse) and whether the user's task was completed, rather than only ASR.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe core of a qualified adversarial testing report lies in enabling security engineers who did not participate in the testing to independently understand, evaluate, and act—not in listing the number of vulnerabilities.72% similarUnverifiedA safety report is a systematic assessment of potential risks, capability boundaries, and misuse possibilities conducted before a model is released.72% similarUnverifiedAttack Success Rate (ASR) measures the proportion of model outputs that predict the target class on triggered test inputs, and is the core metric for evaluating whether a backdoor has been removed.71% similarUnverifiedIt is recommended to start with low-risk, read-only, notification-only tasks, and only grant write permissions after reliability has been verified.71% similarVerifiedOrganizations such as METR (Model Evaluation and Threat Research) are developing standardized dangerous capability evaluations, including whether a model can provide biosynthesis guidance beyond publicly available literature and whether it can autonomously discover zero-day vulnerabilities.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1065981API
curl https://kongchang.com/api/v1/knowledge/claims/1065981MCP
get_claim(id=1065981)