Unverified50% confidenceTradeoffExact time
The method operates directly on FSD models without requiring re-distillation, implying lower governance costs and faster iteration speed.
1
Sources
50%
Confidence
Long-term
Relevance
10/9/2026
First Seen
Sources
Related Entities
Related Claims
Unverified清晰的CLAUDE.md结构描述能让模型以更少的推理步骤找到正确信息，直接降低API调用成本68% similarUnverifiedRule-driven model routing has advantages such as strong predictability, controllable costs, lower latency, and compliance with the interpretability requirements of security scenarios.66% similarUnverifiedNext-generation models typically consume fewer computational resources on the same tasks through techniques such as architectural optimization, distillation, or quantization.66% similarUnverified构建结构化语义层比模型微调或复杂Prompt工程成本更低、可维护性更强，且对不同模型都能产生正向效果65% similarUnverified更聪明的模型能在更少的推理步骤内完成任务，减少冗余token输出，这被称为「token压缩效应」，是新一代模型降本的核心来源之一65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/990743API
curl https://kongchang.com/api/v1/knowledge/claims/990743MCP
get_claim(id=990743)