Unverified50% confidenceFactExact time
The Distracted state refers to the situation where relevant evidence exists but is mixed with conflicting, negated, or adversarial information.
1
Sources
50%
Confidence
Long-term
Relevance
9/30/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe paper proposes the phenomenon of cross-modal evidence noncommutativity: given the same evidence, different orderings may yield different judgments, and placing perceptual evidence later increases the model's reliance on its content.68% similarUnverified反事实聚类通过对反事实解释的变化向量（原始样本到反事实样本的差值向量）进行聚类，发现反复出现的改变模式65% similarUnverifiedA confounding variable refers to a situation where an experiment simultaneously changes multiple conditions or has uncontrolled third-party factors, making it impossible to determine which variable caused the result.63% similarUnverifiedBias introduced by a single defective data point can leak into seemingly unrelated capability dimensions, causing the model to simultaneously regress across multiple independent metrics such as deceptiveness, compliance, and risk aversion.61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/961112API
curl https://kongchang.com/api/v1/knowledge/claims/961112MCP
get_claim(id=961112)