Unverified50% confidenceTradeoffExact time
The risks of including narrative documents include misleading information due to outdated content, introduction of noise, and factual conflicts.
1
Sources
50%
Confidence
Long-term
Relevance
10/6/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOutdated documentation is more dangerous than no documentation, because it misleads those who come after.73% similarUnverified自回归解码存在结构性缺陷，早期输出偏离事实会导致后续内容在错误方向上越走越远，形成雪崩效应70% similarUnverifiedStuffing large amounts of historical records into a prompt not only incurs token costs, but may also cause important information to be drowned out due to attention dilution, producing worse results than a curated short summary.68% similarUnverifiedToo much irrelevant information, poor structure, or missing data can lead to worse reasoning and more hallucinations, a phenomenon known as 'Context Rot.'67% similarUnverifiedThe framework is highly dependent on the quality and completeness of accident narrative text; rough original reports will cause distortion in the extracted mechanistic attributes.66% similar
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