Verified65% confidenceOpinionTime unknown
When the model itself lacks the capability to understand a specific problem, no amount of prompt engineering can compensate for this deficiency
3
Sources
65%
Confidence
Long-term
Relevance
6/1/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen a model lacks up-to-date information, it may not admit ignorance, but instead fabricate seemingly plausible yet factually incorrect answers (hallucinations).78% similarUnverifiedThe real reason open-source large models underperform is often not model capability but systemic defects at the tool-calling layer, which Ahmad calls "Tool Confusion".78% similarUnverifiedCurrent text-to-image models lack compositional reasoning ability and cannot decompose a scene into independent objects and assign correct attributes to each.78% similarUnverified循环本身不会提升模型的推理能力,模型不是因为循环而变聪明的78% similarUnverifiedDomain-specific alignment in scientific research cannot be achieved through simple prompt engineering, but requires adaptation at the foundational level of model capabilities.77% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/19572API
curl https://kongchang.com/api/v1/knowledge/claims/19572MCP
get_claim(id=19572)