The industry has only shifted paradigms when it just absolutely cannot extend—even one more little bit—out of what it's been doing.
大多数人认为技术行业会主动寻求创新和突破，但作者认为芯片行业只有在现有技术达到极限时才会转向新范式。这与人们对技术行业创新文化的认知相悖，暗示该行业实际上比人们想象的更为保守。
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www.technologyreview.com www.technologyreview.com
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- Jun 2026
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techcrunch.com techcrunch.com
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All of this might seem obvious — of course you shouldn't use more compute than necessary — but it runs counter to the scaling-first approach that has dominated the industry until now.
大多数人认为科技公司一直以来的做法是理所当然的，但作者指出'不应使用超过必要的计算能力'这一常识实际上与行业长期以来主导的'规模优先'方法相悖，这一观点挑战了AI行业发展的核心假设，暗示整个行业可能需要重新思考其发展路径。
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