Unverified50% confidenceFactExact time
The model's true commitment to the output script occurs in the final few layers.
1
Sources
50%
Confidence
Long-term
Relevance
9/25/2026
First Seen
Sources
Related Entities
Related Claims
Unverified高层意图驱动的Prompt设计只向模型传达最终目标和核心约束,将中间路径规划权下放给模型,类似于声明式编程70% similarUnverifiedA reasoning stream refers to the model's output of its thinking process before giving a final answer, which is returned incrementally (as deltas) during streaming and is typically interleaved with tool calls.68% similarVerifiedReasoning budget refers to the upper limit on the number of intermediate reasoning tokens a chain-of-thought model is allowed to consume before generating a final answer; the higher the budget, the deeper the self-reflection and multi-step verification the model can perform.66% similarUnverifiedIf rewards target only final outcomes, the model tends to take shortcuts and memorize solutions for specific scenarios.65% similarUnverified作者认为决定最终优化效果的主要是提示词和使用的大模型型号,提示词越具体Agent执行越到位65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/949170API
curl https://kongchang.com/api/v1/knowledge/claims/949170MCP
get_claim(id=949170)