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this post was submitted on 18 Dec 2025
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Technology
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it’s so amazing, the absolute brain rot it takes to think that a LLM is a better way to operate a vending machine than simple if-then logic. “If the value of money inserted is equal to the price, then dispense the item”.
Like, why? What is even the point? It doesn’t need to negotiate the price, it doesn’t need have a conversation about your day, the vending machine just needs to dispense something when payed the right amount.
The idea is that it isn't just operating the vending machine itself, it's operating the entire vending machine business. It decides what to stock and what price to charge based on market trends and/or user feedback.
It's a stress test for LLM autonomy. Obviously a vending machine doesn't need this level of autonomy, you usually just stock it with the same thing every time. But a vending machine works as a very simple "business" that can be simulated without much stakes, and it shows how LLM agents behave when left to operate on their own like this, and can be used to test guardrails in the field.