Unverified60% confidenceFactExact time
The core concept of the potential outcomes framework proposed by Donald Rubin is that each individual has a potential outcome under each treatment, but only the outcome corresponding to the treatment actually received can be observed, which is called the fundamental problem of causal inference.
2
Sources
60%
Confidence
Long-term
Relevance
8/7/2026
First Seen
Sources
Related Claims
Unverified相关不等于因果是传统可解释性方法通过观察激活值与输出统计关联推断模型行为的根本局限65% similarVerified推理能力基于思维链（Chain-of-Thought, CoT）技术，模型在给出最终答案前生成内部逐步推导过程63% similarUnverified扩散模型在指令遵循、逐步推理（如CoT）方面面临结构性挑战，因其并行全局生成机制需在未确定前文推理步骤的情况下预测后续内容63% similarVerifiedThe root cause of LLM hallucination lies in the autoregressive generation mechanism—the model predicts the next Token based on a probability distribution rather than genuine logical reasoning.63% similarUnverifiedChain-of-Thought (CoT) prompting improves the quality of complex problem solving by requiring the model to reason step by step.62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/702371API
curl https://kongchang.com/api/v1/knowledge/claims/702371MCP
get_claim(id=702371)