this post was submitted on 14 Apr 2025
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What could go wrong?
using AI in a nuclear plant at Diablo Canyon... it's so on the nose you'd say it's lazy writing if it were part of the backstory of some scifi novel.
Well, considering it's exclusively for paperwork and compliance, the worst that can happen is someone might rely on it too much and file incorrect, I dunno, license renewal with the DOE and be asked to do it again.
Ah. The horror.
When it comes to compliance and regulations, anything with the literal blast radius of a nuclear reactor should not be trusted to LLM unless double or triple checked by another party familiar with said regulations. Regulations were written in blood, and an LLM hallucinating a safety procedure or operating protocol is a disaster waiting to happen.
I have less qualms about using it for menial paperwork, but if the LLM adds an extra round-trip to a form, it's not just wasting the submitter's time, but other people's as well.
All the errors you know about in the nuclear power industry are human-caused.
Is this an industry with a 100% successful operation rate? Not at all.
But have you ever heard of a piece of paperwork with an error submitted to regulatory officials and lawyers outside the plant causing a critical issue inside the plant? I sure haven't. Please feel free to let me know if you are aware of such an incident.
I would encourage you to learn more about how LLM and SLM structures work. This article is more of a nothingburger superlative clickbait IMO. To me, at least it appears to be airgapped if it's running locally, which is nice.
I would bet money that this will be entirely managed by the most junior compliance person who is not 120 years old, with more senior folks cross checking it with more suspicion than they would a new hire.
I'm not sure if that opening sentence is fatuous or not. What errors in any industrial enterprise are not human in origin?