AI startups are rewriting the rules of growth, reaching million-dollar revenues in months with leaner teams and faster iteration than ever before. But the real advantage isn’t access to models: It’s proprietary evaluation data, relentless re-architecture, and an almost obsessive intimacy with customer pain points. Once-discarded business models are suddenly viable again, and incumbents’ hesitation is creating a fleeting window for bold founders. The question is no longer whether AI startups can scale, but who will build the new moats before the giants wake up.

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