Unverified50% confidenceFactExact time
Current mainstream LLMs (such as GPT-4 and Claude) are autoregressive models that generate output token by token, and once generation is complete, it cannot be revoked.
1
Sources
50%
Confidence
Long-term
Relevance
8/7/2026
First Seen
Sources
Cursor总写错UTF编码又自我修复？Token浪费的隐藏陷阱
Related Claims
UnverifiedDifferent large models (GPT-4, Claude, Llama, etc.) differ in their response characteristics to prompts, and in practice it is necessary to fine-tune for specific models.76% similarUnverifiedCurrent mainstream code generation models (GPT-4, Claude, Gemini) essentially generate code by predicting the next most likely token through statistical patterns73% similarUnverifiedGPT-2确立的BPE分词、Pre-LN归一化、因果掩码自回归训练三大核心设计在GPT-3中被保留并扩展至175B参数72% similarUnverifiedMainstream commercial models such as GPT-4o and Claude 3.5 Sonnet bill separately for input and output tokens.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/702399API
curl https://kongchang.com/api/v1/knowledge/claims/702399MCP
get_claim(id=702399)