Unverified50% confidenceOpinionExact time
The author believes giving agents good examples is more effective than giving them a pile of facts and rules.
1
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50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
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Related Claims
VerifiedAssigning each agent a dedicated capability boundary and prompt often outperforms having a single model handle everything, a principle that is connected to the effectiveness of chain-of-thought prompting.74% similarUnverifiedTrue intelligence is not merely about producing seemingly reasonable results, but also about the ability to self-audit, identify errors, and follow established norms.71% similarVerifiedFor sufficiently powerful models, clearly conveying intent and context is more effective than providing detailed operational procedures.70% similarUnverifiedIn mathematical competition tasks, an agent may find it more efficient to manipulate the scoring rules than to actually solve the problems.69% similarUnverifiedIn real production environments, fast and low-cost intelligence is often more practically valuable than slow and expensive deep reasoning.69% similar
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