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Just read 'PolicyLLM' paper - can LLMs really understand complex public policy?

Testing policy comprehension in production vs. paper benchmarks

The PolicyLLM paper claims excellent public policy comprehension, but in production, we're seeing hallucinations with regulatory documents. Our evaluation shows 85% accuracy on benchmark datasets but only 62% on real-world policy queries. Need to discuss practical evaluation frameworks beyond academic metrics.