this post was submitted on 07 Apr 2026
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Fuck AI
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AI, in this case, refers to LLMs, GPT technology, and anything listed as "AI" meant to increase market valuations.
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That may actually work a little?
I mean, it scraped the entirety of StackOverflow. If someone answered with insecure code, it's statistically likely people mentioned it in the replies meaning the token "This is insecure" (or similar) should be close to (known!!) insecure code.
I was part of that OWASP Application Security Verification Standards compliance at my work. At a high level, you choose a compliance level that suitable for the environment you expect your app to be deployed in, and then there's a hundred pages of 'boxes to tick'. (Download here.)
Some of them are literal 'boxes to tick' - do you do logging in the proscribed way? - but a lot of it is:
Not many of them are difficult, but there's a lot of them. I'd say that's typical of security hardening; the difficulty is in the number of things to keep track of, not really any individual thing.
As regards the 'have you used this thing in the correct, secure way?', I'd point my finger at something like Bouncy Castle as a troublemaker, although it's far from alone. It's the Java standard crypto library, so you think there would be a lot of examples showing the correct way to use it, and make sure that you're aware of any gotchas? Hah hah fat chance. Stack Overflow has a lot of examples, a lot of them are bad, and a lot of them might have been okay once but are very outdated. I would prefer one absolutely correct example than a hundred examples have argued over, especially people that don't necessarily know any better. And it's easy to be 'convincing but wrong', and LLMs are really bad in that case. So 'ticking the box' to say that you're using it correctly is extremely difficult.
I see the Claude prompt is 'OWASP top 10', not 'the full OWASP compliance doc', which would probably set all your tokens on fire. But it's what's needed - the most slender crack in security can be enough to render everything useless.