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Applied AI·July 25, 2026·1 min read

'The Great Inversion': Why one innovation theorist says technology is no longer adapting to us — we're adapting to it

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If you assume users will keep reshaping themselves around tools, you overfit to today's behavior and miss the next interface shift. Treat AI-era UX as a negotiation — build for how people actually think and decide, not just for what current funnels can coerce.

Applied AI

A profile of Yang Zhilin, founder of Moonshot AI, which faced early doubts over revenue and model capabilities before its Kimi K3 delivered a "DeepSeek moment"

China now has multiple homegrown models that peers describe as having a “DeepSeek moment” — the moat is shifting from raw capability to distribution, data, and capital access. If you’re betting on a single Western model vendor, assume pricing and leverage will move against you as K3-class models globalize through APIs and partners.