I’m pretty sure you couldn’t trust me to multiply 20-digit numbers either.
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That LLMs cannot beat a $3 calculator is because they're not fit for purpose. Everything they offer is a hallucination. Just because that fabrication matches with reality some of the time does not make it good. Reliability matters and these things just don't have it.