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not wrong, per se, but it's far from the first time


depends on the hyperparams but one of the biggest benefits of a latent space is transfer between modalities


in a bunch of azure data centers?

https://datacenters.microsoft.com/globe/explore/


ASU's Center for Science and Imagination has a project[0] specific to this that they launched[1] in 2014

[0]https://csi.asu.edu/category/optimism/ [1]https://csi.asu.edu/project-archive/optimism/science-fiction...


Lovely CSS and nice content chunking, but perhaps overly biased towards finding utility with LLMs as there is too little information about cautions to take.

Most egregiously, on the AI is stateless page[0], it shows relying on an llm reponse to call a program via sudo. I can't think of a system where a professional programmer could justify such a risk.

I think after "AI predicts text" it makes less sense to say "AI is just another API" than something like "AI makes APIs fuzzy" because the stochasticity makes an AI API anything but "just another API." Most people think of APIs as deterministic in function, AFAIK.

[0]https://www.aiexplainer.dev/stateless


I /feel/ similarly intuition-wise. But models are crazy and what they respond to is often unpredictable. There are no lungs in an AI model but nonetheless 'take a deep breath' as a prompt has shown[0] improvement on math scores lol

Personally I strongly disapprove of the first/second person pronouns and allowing them [encouraging, even] to output 'we' when talking about humans.

[0] https://arstechnica.com/information-technology/2023/09/telli...


Possibly because it dovetails with pharma mfg and [potentially] food mfg. Could see a case made for enzymatically brewed 'meat inks' [very sorry for this term ;p] for 3d printing the next gen of lab meats.


Certain based on anything other than instinctive surmise?


The massive LLMs trained on webscale data aren't. But some are, in fact:

https://arxiv.org/abs/2407.07612


It isn't clear at this point that the Azure thing and the CS thing are unrelated


Azure issue and CS issues are separate incidents. They are not related.


Indeed this is different , This is world wide and it does not even only affect Windows pcs but with some friends of mine Linux and Macs are in trouble 2 , this is not ur Windows Vista BS problem etc


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