#Benchmarks

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· ML engineers, AI medicine ·14 min read

Moving Diagnostic Accuracy 42.9% → 85.7% by Changing Two Files

How a single sprint of specialty-rule work — guided by a benchmark that wasn't afraid to print embarrassing numbers — turned a 'demo respiratory differential' into a five-condition rule-based diagnostic engine.