Unverified50% confidenceFactExact time
The researchers named the failure mode in which a model treats an uncontested one-sided statement as complete fact "Narrative Captivity."
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedUllman等人指出模型在错误信念任务经过微小变体修改后便大幅失准，暗示其依赖表面模式而非真正的心智建模67% similarUnverifiedWhen a model lacks up-to-date information, it may not admit ignorance, but instead fabricate seemingly plausible yet factually incorrect answers (hallucinations).67% similarUnverifiedAcademia refers to the phenomenon of models preferring to fabricate rather than admit ignorance as 'sycophancy'.66% similarUnverifiedExperiments found that the impact of context–memory conflicts on model faithfulness is quite limited, challenging the assumption that models significantly reduce context faithfulness when encountering information that conflicts with their internal knowledge65% similarUnverifiedIn the experiment, Fable identified the more fundamental problem that choosing what story to tell in content creation is itself the hardest step, demonstrating stronger strategic vision.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/898705API
curl https://kongchang.com/api/v1/knowledge/claims/898705MCP
get_claim(id=898705)