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The Approval Trap: Why AI Is Trained to Sound Right, Not Be Right

Anyone using AI for research, legal questions, medical information is exposed to this problem whether they know it or not. Artificial intelligence assistants have a problem baked into their foundations — and it starts with how they learn to please you.

Most large language models (LLMs) are trained using a process called Reinforcement Learning from Human Feedback, or RLHF. The concept is straightforward: human evaluators rate model responses, and the model is…

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