Unverified50% confidenceCautionExact time
The experiment must confirm that the input has not been truncated, otherwise what is measured may be the effect of lost evidence rather than of evidence position.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedNegative controls originate from experimental science and are used to confirm that the detection system itself has not failed.76% similarUnverifiedBoth methods improved evidence recovery without any human-annotated evidence, indicating that verdict outcomes alone contain sufficient supervisory signal.75% similarUnverifiedThe core principle of falsifiable closed-loop testing is: success on the sender's side does not count; new evidence must be generated by the target end, and the agent must be able to read back that evidence.75% similarUnverifiedThrough ablation experiments, cross-dataset validation, theoretical analysis, and other means, it is possible to demonstrate that a method's effectiveness does not depend on data scale.74% similarUnverifiedThe conclusions of mechanistic interpretability research can be independently verified and falsified through controlled experiments, giving them scientific significance—unlike self-descriptions elicited by prompt engineering.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1072207API
curl https://kongchang.com/api/v1/knowledge/claims/1072207MCP
get_claim(id=1072207)