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arcanemachinertoday at 8:02 AM1 replyview on HN

This paper is about a set of technologies that could put it in her hands for the price of a used phone. And about why the economic consequences of that are much larger than most people realize.


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toaste_today at 8:48 AM

>Research and fact-checking assistance from Claude (Anthropic).

What paper? This is slop.

No, BitNet not requiring multiplication will not put a foundational model in your pocket. It would be nice for power if tinary models had scaled, but since it requires roughly 3x the parameters of a similarly capable model, the memory bandwidth does not scale down nearly as well.

The real trick is that a classic LLM is not useful in the scenarios the author proposes. The hypothetical livestock vet is far better served by her books and a phone call to a university ag extension to confer with colleagues than an LLM disconnected from the internet that will hallucinate nonsense.