> Now, the LLM is a "built-in context expert," and they don't need to vet the output anymore.

Serious orgs are going to have to figure out the human layer. It will be needed, no matter how 'hallucination-free' the AI tooling gets. AI will still have some spectacularly bad fuck ups or even worse time bombs that get embedded in a system and don't become apparent until months or years later.

A lot of this will be dumped on existing staff with predictable results as they don't have the bandwidth to do it right. I can envision "output compliance" or "AI QA" becoming dedicated positions at many orgs. It's clearly needed.

Let's be honest, how many orgs are really serious? Playing the game of the day for shareholder appeasement is taken far more seriously than whatever the domain experts might think.

> It's clearly needed.

Once the hallucination rate drops below error rate of human workers, it won't be needed anymore.

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