Unverified50% confidenceCautionExact time
API-only模型无法访问权重和架构细节，限制了消融实验等组件级分析，不是理想的学习对象
1
Sources
50%
Confidence
Long-term
Relevance
8/10/2026
First Seen
Sources
Related Claims
Unverified链式思维、少样本提示、自我一致性等提示词工程技巧无法让模型访问训练截止日期之后的信息，无法保证浮点运算的精确性，也无法处理模型从未见过的外部文件72% similarUnverifiedThe fundamental limitation of Prompt Engineering lies in its statelessness—each interaction is independent, and the model cannot accumulate an understanding of the overall project.71% similarUnverifiedReasoning models do not inherently possess Function Calling capabilities, which presents significant limitations when building AI agents and developing applications.70% similarUnverifiedWhen the model itself lacks the capability to understand a specific problem, no amount of prompt engineering can compensate for this deficiency70% similarUnverifiedReAct的局限在于以模型本身为中心，缺乏对工具调用失败、模型幻觉、并发任务等工程级问题的系统性处理69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/723991API
curl https://kongchang.com/api/v1/knowledge/claims/723991MCP
get_claim(id=723991)