@Prathkum: Everyone is chasing self-improving models. The bigger opportunity is self-improving products. Your users generate the b…

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Summary

A perspective that the real opportunity in AI lies not in building self-improving models, but in self-improving products that leverage user learning signals for competitive advantage.

Everyone is chasing self-improving models. The bigger opportunity is self-improving products. Your users generate the best learning signal every single day. I think that's where the real competitive advantage will come from. https://t.co/sJz0nfyH3X
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Cached at: 06/28/26, 04:00 AM

Everyone is chasing self-improving models.

The bigger opportunity is self-improving products. Your users generate the best learning signal every single day.

I think that’s where the real competitive advantage will come from. https://t.co/sJz0nfyH3X

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@levie: Good reminder here that with rapidly accelerating AI progress, you should likely be building with a vision that contemp…

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Good reminder here that with rapidly accelerating AI progress, you should likely be building with a vision that contemplates at least a few orders of magnitude of capability improvement or token volume available to you. The best opportunities right now are those where you can value to customers today with things that are barely only possible, but with a full mission that feels nearly impossible with today’s tech. There are lots of products the require orders of magnitude more processing of data