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At least in case of the kitchen contractor, you can trust all the electrical equipment, plumbing etc. is going to be connected in such a way that disasters won't happen. And if it is not, at least you can sue the contractor.

The problem with LLMs is that it is not only the "irrelevant details" that are hallucinated. It is also "very relevant details" which either make the whole system inconsistent or full of security vulnerabilities.

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The login page example was actually perfect for illustrating this. Meshing polygons? Centering a div? Go ahead and turn the LLM loose. If you miss any bugs you can just fix them when they get reported.

But if it's security critical? You'd better be touching every single line of code and you'd better fully understand what each one does, what could go wrong in the wild, how the approach taken compares to best practices, and how an attacker might go about trying to exploit what you've authored. Anything less is negligence on your part.

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