Unverified60% confidenceOpinionExact time
Open-ended prompts that leave room for creativity can sometimes unlock a model's potential better than precise and detailed requirement descriptions.
2
Sources
60%
Confidence
Long-term
Relevance
9/19/2026
First Seen
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Related Claims
UnverifiedFor complex tasks requiring open-ended research and deep cross-page reasoning, small models are difficult to match even after fine-tuning, making large models indispensable.76% similarUnverifiedPrompt engineering has a ceiling: no matter how cleverly a prompt is designed, it can only make selections within the model's existing capability space and cannot break through the model's inherent capability boundaries.75% similarUnverifiedTiered access (releasing only quantized or pruned inference-side weights) is in fundamental tension with the open-source ethos.75% similarUnverifiedThe author believes that the gap between open-source models and closed-source frontier models is often not an absolute capability chasm, but rather a difference in guidance methods and task organization.73% similarUnverifiedA narrower search space sacrifices the agent's creativity in exchange for the attributability of each improvement, while a wider search space may discover better solutions but makes it difficult to explain what worked.73% similar
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