There will be no single best model but a market of them, the way the database market split into analytics stores and transactional stores.

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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.

• Models will end up like databases — many of them, deployed for different uses — rather than one model used everywhere. SNSatya Nadella12 Nov 2025similar wording
• A narrow, highly accurate model can beat a general one inside its own domain, as AlphaFold did, and materials science and chip design are next. JDJeff Dean30 Jul 2026similar wording
• Scaling laws are still working, but the models people actually use run a few months behind the maximum capability Google can deliver, because the biggest model is too slow and expensive to serve. SPSundar Pichai5 Jun 2025similar wording
• The scaling law for world models was a conviction held in advance, not a discovery; the devils were always in the architecture choices and the data mixture. FLFei-Fei Li4 Sept 2026similar wording
• There will always be a fairly capable open-source model in the world, which puts a permanent floor under what anyone can charge for one. SNSatya Nadella12 Nov 2025similar wording

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