Unverified50% confidenceOpinionExact time
The author distilled 11 structural patterns from more than 60 issues, with the three most valuable being: measuring failure is not the same as zero progress, judgment and proof must be separated, and every instruction must be verifiable.
1
Sources
50%
Confidence
Long-term
Relevance
9/16/2026
First Seen
Sources
Related Entities
Related Claims
Unverified标准基准测试衡量的是单次工具调用的格式正确性，而真实的生产级Agent失败往往发生在多步序列之中67% similarUnverifiedAn ideally 'easy-to-verify' problem has five characteristics: objective ground truth, fast verification, scalability, low noise, and continuous signal.64% similarUnverifiedIn Marvis's analysis of a 55-page computer science paper, it extracted 7 core issues in table form and additionally listed 5 data points or conclusions requiring manual review64% similarUnverifiedEach test item consists of three parts: a target review, a reconstructed context, and plausible misreading options.63% similarUnverified功能测试的核心是需求、用例、缺陷三样东西，AI能够胜任分析需求文档、生成测试用例、辅助提交缺陷、分析缺陷日志等工作63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/924981API
curl https://kongchang.com/api/v1/knowledge/claims/924981MCP
get_claim(id=924981)