Unverified50% confidenceFactExact time
QAgent's hallucination detection identifies incorrect content produced by the model based on ground truth.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/17/2026
First Seen
Valid until: 12/16/2026
Sources
Related Entities
Related Claims
UnverifiedWhen models are asked to verify their own reasoning steps, they develop a 'confirmation bias' toward content they have already generated.70% similarUnverified语言模型存在产生幻觉的固有倾向，可能生成看似合理实则包含逻辑漏洞的证明步骤，因此将AI输出与形式化验证工具结合是确保数学正确性的关键路径70% similarUnverified斯坦福大学等机构的研究发现，当提示中包含误导性信息时，模型往往会在思维链中合理化错误答案，而非真实记录其受到干扰的推理过程68% similarUnverifiedThe Truth Score measures whether a claim actually holds up; the tool verifies this by fetching real sources in real time rather than recalling answers from the model's memory.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/929403API
curl https://kongchang.com/api/v1/knowledge/claims/929403MCP
get_claim(id=929403)