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Do LLMs Catch Bad Startup Math? My First Answer Was Wrong.

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I measured Sycophantic Failure Resistance and Numerical Consistency Verification — specifically, whether models perform independent arithmetic checks on unit-economics and growth-rate claims embedded in realistic pitch la…

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  1. 2026-09-27 23:13 · DEV Community — Machine Learning
    Do LLMs Catch Bad Startup Math? My First Answer Was Wrong.

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