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  "text": "If humans built a database of current police misconduct reports in California, it would take over 35 years.\n\nCalifornia is spending $10M to see if LLMs can do it instead.\n\nBut here’s the tension:\n\n⚖️ In high-stakes domains, one mistake can undermine the whole system\n🤖 In low-stakes settings like customer support, “pretty aligned” is good enough\n\nSo how do we program AI agents and LLM judges to make the right tradeoff, accurate and cost-effective?\n\nThat’s the focus of my conversation with @sh_reya on @VanishingData, from error analysis to evaluation frameworks, and what it really takes to process millions of documents reliably.\n\nLinks to full episode in comment 👇",
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