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The Model-Agnostic Bet: Why The AI Model Question Matters Less Than People Think

Forbes Councils Member Lyle Pratt argues that the winners in AI over the next five years will be companies that build model-agnostic systems rather than betting on a single AI model. Pratt contends that the specific model choice matters less than the ability to adapt across models, emphasizing infrastructure and flexibility over model selection.

read1 min views1 publishedJul 22, 2026
The Model-Agnostic Bet: Why The AI Model Question Matters Less Than People Think
Image: Machinebrief (auto-discovered)

By Lyle Pratt, Forbes Councils MemberSource:

Forbes InnovationFive years from now, the winners in AI won't be the companies that picked the right model. They'll be the ones that built, so they never had to.

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