Unverified50% confidenceFactExact time
MERIT verifies tasks' dependence on facts from earlier episodes through a leakage detection mechanism, and only tasks with a success rate of 0 without memory are included in the final evaluation.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
Unverified基于解析器的语法验证可以在毫秒内完成且误报率为零，只要解析器返回错误输出就一定不合规70% similarUnverifiedKey signals for identifying get-rich-quick schemes include cases lacking verifiable details, abnormally compressed timelines, and result descriptions that lack disclosure of failure probabilities.69% similarUnverifiedA reasonable prediction loss combined with 0% downstream control accuracy is highly consistent with representation collapse, meaning the encoder has fooled the self-supervised objective without learning any useful dynamic information.68% similarVerifiedBenchmark data contamination refers to the phenomenon where, after a test set is made public, its questions may appear in the pre-training corpora of subsequent models, causing scores to reflect memorization rather than genuine reasoning ability.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/895505API
curl https://kongchang.com/api/v1/knowledge/claims/895505MCP
get_claim(id=895505)