Your LLM Isn't Bad At Math. It Was Never Doing Math In The First Place.

Automated excerpt

It's easy to start treating the model like it's evaluating your business logic the same way a function would, deterministically, the same input always producing the same output. A deterministic date comparison gets this right every single time by construction. None of this means don't use the model near your business logic.

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