"I belong to a cult. Someone did some research that undermines the core tenets of my cult and came up with a catchy phrase that makes it harder to recruit more people to my cult. This makes me sad."

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Yeah -- if you're selling a system that you call an LLM and you're sick of being embarrassed by the fact that next-token prediction is a terrible way to do arithmetic, you run a little text classifier up front and shunt math problems to an actual calculator.

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I gotta find the city planner who thought he was too cool to go with Bowling Lane. He must pay.

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"why would I deceive you?"

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