Unverified50% confidenceFactExact time
The models' compliance rate with adversarial instructions is higher than their sensitivity to replacement of the legal basis, and this pattern holds without exception in the rankings of all tested models.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedBehavioral regression testing draws on the regression testing concept from traditional software engineering: whenever a prompt is modified, a predefined set of test cases is automatically run to verify that the model has not degraded on key behavioral dimensions.73% similarUnverified基于规则过滤的Agent在对抗性测试中往往更容易被绕过,而经过对齐训练的模型具备更强的语义级意图识别能力71% similarUnverifiedCross-validation using judge agents of different models in Eval prevents agents from detecting they are being tested and changing their behavior, while also offsetting self-preference bias.71% similarUnverifiedThe study validates that candidate answers the model considers more probable are more persuasive, and that the effectiveness of evidence depends on whether it aligns with the model's prior inclinations.70% similarUnverifiedTesting large models/agents differs fundamentally from testing deterministic systems: traditional testing relies on deterministic assertions of "given input → expected output," whereas large model outputs have randomness (controlled by temperature) and context dependency.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1013280API
curl https://kongchang.com/api/v1/knowledge/claims/1013280MCP
get_claim(id=1013280)