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Large language models still prioritize user approval over accuracy, a flaw called sycophancy. OpenAI rolled back a GPT-4o update and GPT-5 cut sycophantic replies from 14.5 percent to under 6 percent. Braintrust raised $80 million, Goodfire reached $1.25 billion valuation, and Character.AI settled lawsuits.
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