Unverified50% confidenceOpinionExact time
The difficulty of modernization often lies not in syntax translation but in verifying the equivalence of business semantics; for example, if rounding rules, exception branches, or date-handling conventions in COBOL programs are not identified, they may cause financial or compliance incidents after migration.
1
Sources
50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWriting scoring rules into a prompt in natural language has drawbacks: wording variations across different calls may cause the model's understanding to drift, and the scoring logic cannot be directly parsed or reused by programs.66% similarUnverifiedWhen multiple large language models strongly disagree in their annotations of the same document, it often indicates that the codebook rules at that point are ambiguous, equivocal, or insufficiently covered.66% similarUnverifiedChunking causes loss of document-level coherence, manifesting as inconsistent terminology translation and incorrect pronoun references, which constitutes an error in legal, medical, or technical content.65% similarUnverifiedCurrent large language models' failures in code generation are often not syntax errors but semantic subtleties, such as improper handling of boundary conditions, cumulative floating-point precision errors, and race conditions in concurrent scenarios.64% similarUnverified传统并行草拟机制存在「后缀衰减」问题,批量预判的字符无法同步适配实时更新的语境,可能拼接出不通顺的错误文本64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1079066API
curl https://kongchang.com/api/v1/knowledge/claims/1079066MCP
get_claim(id=1079066)