Expired50% confidenceTradeoffExact time
The introduction of a reasoning monitor increases computational costs and carries the risk of misjudging sensitive but legitimate content, which is why the option to re-run with a slightly less capable model is retained in ChatGPT and Codex.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/11/2026
First Seen
Valid until: 10/9/2026(expired)
Sources
Related Claims
Unverified自愈技术的精细度层级越高（备选selector→视觉AI→LLM语义理解），误判风险随之上升72% similarUnverifiedModel fine-tuning faces challenges such as high costs, slow updates, and the risk of catastrophic forgetting.70% similarUnverified结构化、上下文丰富的提示不仅提升模型输出质量，也能显著降低安全分类器的误触发率69% similarUnverified利用diff而非全文替换来驱动代码修改可减少token消耗并降低模型幻觉引发大范围错误的风险68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/482488API
curl https://kongchang.com/api/v1/knowledge/claims/482488MCP
get_claim(id=482488)