Unverified50% confidenceOpinionExact time
Even if a tool does indeed touch weight data, that does not automatically mean it has the ability to "understand and make targeted improvements to" another model.
1
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50%
Confidence
Long-term
Relevance
11/3/2026
First Seen
Sources
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Related Claims
UnverifiedWhen introducing such tools, one should not focus only on model capabilities but should examine whether the feedback loop is short enough; when data sources are scattered and metric definitions are unclear, even the fastest tool cannot provide reliable judgments.80% similarUnverifiedThe intelligence of an agent does not come from upgrades to the model itself, but from the action capability brought by the loop structure combined with tool calls.75% similarUnverifiedLarge models themselves only possess analytical capabilities and do not come with any additional features built in; they need the description to know which tools can be called.74% similarUnverified方法论的价值往往大于单一工具的能力差异73% similar
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