Unverified50% confidenceCautionExact time
Local models are not well-suited for complex multi-step reasoning or long-chain inference.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/16/2026
First Seen
Valid until: 12/15/2026
Sources
Related Entities
Related Claims
VerifiedWhen the model itself lacks the capability to understand a specific problem, no amount of prompt engineering can compensate for this deficiency78% similarUnverified本地模型综合能力往往不及云端大模型,在受限算力下保持个性化质量是核心难题77% similarUnverified单一基准的高分不等于全面领先,Terminal-Bench无法反映模型在长文本理解、多模态、复杂推理等维度的表现76% similarUnverifiedSmaller models are compelled to write highly explicit, step-by-step operation guides because they cannot rely on powerful implicit reasoning capabilities to skip steps75% similarUnverifiedLonger inference time does not always yield better results; models may fall into the trap of overthinking, and what truly determines output quality is the model's foundational capabilities and degree of alignment.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/924372API
curl https://kongchang.com/api/v1/knowledge/claims/924372MCP
get_claim(id=924372)