Unverified50% confidenceFactExact time
「幻觉」(hallucination)指模型以极高置信度生成看似权威却事实有误的内容
1
Sources
50%
Confidence
Long-term
Relevance
7/17/2026
First Seen
Sources
Related Claims
Unverified大模型在处理专业领域问题时容易产生'幻觉'(Hallucination),即一本正经地给出错误答案79% similarVerified幻觉是指模型生成看似合理但实际错误或虚构的内容,是LLM最难根治的技术顽疾76% similarUnverified工具幻觉(Tool Hallucination)是指模型编造不存在的工具或错误地调用不相关的工具的现象70% similarUnverified目标漂移与模型幻觉不同:幻觉指生成事实错误内容,目标漂移指事实层面无明显错误却在意图层面偏离原始任务目标68% similarUnverified幻觉可通过提升模型能力改善,而欺骗可能是模型在特定优化目标下习得的策略性行为,能力越强行为越隐蔽68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/536441API
curl https://kongchang.com/api/v1/knowledge/claims/536441MCP
get_claim(id=536441)