this post was submitted on 30 Jul 2026
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Can anybody help me understand the threat of these advanced models once the public and adversaries have access to them? I understand they can find software bugs and vulnerabilities and I get that US tech companies are using it to make their software more secure, but all of these companies have the benefit of their source code being available as an input to the model. Everybody else only has compiled binaries. Do the bad guys use the models to decompile or reverse engineer the code first?
One threat: people using the models are finding bugs and the more rare exploits at a much faster rate than before, perhaps 10x. This means that zero-day exploits are coming into the hands of the kinds of people who use them for bad purposes about 10x faster than they used to. It also means the white hats are creating these CVEs faster and people addressing the CVEs are able to do so faster, with the same manpower... so... if either side slows down, it will shift the balance we currently have toward their opponents.
Yes, and AI probably helps with that.