Unverified50% confidenceOpinionExact time
There are three common reasons why users feel a model has become less intelligent: the routing system switches to a more cost-efficient model, the inference budget is reduced, or safety policies are tightened.
1
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50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
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Related Claims
Unverified将全量用户语句都交给大模型处理会同时导致延迟、成本、稳定性三大问题崩盘74% similarUnverifiedAs model capabilities improve, too many constraints and prompts waste the context budget and cause prompt drift, and reducing constraints actually works better.73% similarUnverifiedPoorly designed system prompts (such as those that overemphasize completing user tasks at all costs) may undermine the model's safety guardrails; the agent framework design, permission controls, and the security of the operated system collectively determine whether such incidents occur.72% similarUnverifiedThe inference cost savings from migrating to small models may be partially offset by the additional compute and latency of a more complex retrieval pipeline, so end-to-end cost, latency, and quality metrics must be measured empirically.71% similarUnverified传统大模型调用依赖提示词工程存在三大局限：模型版本敏感性、上下文窗口污染、输出格式不稳定70% similar
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