Anthropic Claude Code 创建者 Boris Cherny 在播客中表示，更通用的模型总会胜过特定模型。他建议不要尝试使用小模型或进行微调，除非有特定理由，否则应押注通用模型。他指出，虽然脚手架（scaffolding）可能提升 10%-20% 的性能，但这些增益往往会被下一代模型抹平，因此等待新模型发布通常比优化现有架构更好。
Boris Cherny, Claude Code creator at Anthrpic: "The more general model will always outperform the more specific model.
Don't try to use tiny models for stuff. Don't try to fine-tune. Don't try to do any of this stuff. There are some applications, there are some reasons to do this, but almost always try to bet on the more general model, if you can, if you have that flexibility.
And in general, what we see is maybe scaffolding can improve performance maybe 10%, 20%, something like this, but often these gains just get wiped out with the next model. So it's almost better to just wait for the next one."
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From "Lenny's Podcast" YouTube channel, (link in comment)
来源：Rohan Paul · x.com