The fastest-growing companies are not using data well, because they reached enormous scale before they had time to build any of the instrumentation.

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• Economic growth from AI waits on change management, not on model capability: the work artifact and the workflow have to change first. SNSatya Nadella12 Nov 2025similar wording
• The big companies are already dead and simply do not know it yet; every innovation from here comes from the fringes. SYSteve Yegge11 Mar 2026similar wording
• Repeated rewrites are the correct answer under fast growth, because a system specified to scale forever would take so long to build that the company would die before it shipped. TPThuan Pham1 Apr 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 half-life of a technology company is short, and the few that last decades are the exception rather than the rule. BTBret Taylor18 Aug 2025similar wording

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