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Open weights/source doesn't necessarily mean running on local hardware, though.

I imagine having multiple providers competing will drive down hosted versions of open weight models drastically.

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> Open weights/source doesn't necessarily mean running on local hardware, though.

And we've barely started to scratch the surface on helping open-weight models "be the best they can be", with cloud burst parallel sampling and prompt mutation. Looking for best probabilistic results for a prompt, and looking for best prompt variants for a task. Adaptively scaling computes at generation, not just training.

And speculatively, if agentic coding is naturally a multiplicity, what UX might enable human devs to dance with that quantum superposition? Rather than quickly collapsing to one monkey and its keyboard.


You are describing OpenRouter. And yes, it does.

Well, open router is a bit more general, since it just proxies requests to both proprietary and open weights models.

I was thinking more of the providers of inference on open weight models that openrouter proxies to.




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