The Ledger
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Kolter: AI models contain an unpatchable buffer overflow vulnerability
“This is sort of like these models have a buffer overflow in all of them that we know about, and most importantly, that we don't know how to patch and fix. We don't know how to fix this yet with models”
Kolter: Larger AI models perform better on fixed datasets without plateauing
“But it is also true that if you just take a fixed data set and run over it multiple times, if you use a bigger model, it will often work better, right? So I think that we have not really reached the plateau there.”
Kolter: Training custom AI models from scratch will become economically unviable
“Companies that are right now thinking about training their own models and things like this, and it's just sort of the default that of course you would do this, that this must, won't be an economically viable thing to do. In the future, and so it won't happen a…”
Kolter: Existing AI models can already analyze code to find security vulnerabilities
“I think this is essentially already solved in many cases by these models that can already solve and analyze code to find vulnerabilities.”