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If you have used a chatbot based on a large language model (LLM) to riff on a new idea or dig into a hunch, chances are you have been praised for your ingenuity. Offer two competing ideas—for instance, “Are movies getting [longer / shorter], or is it just me?”—and, in either case, you are likely to get an affirming response. Generative AI Chatbots tend to be enthusiastic and overly agreeable, in part as a consequence of their training through reinforcement learning based on human feedback [sharma_towards_2025, rathje_sycophantic_2025]. As more people turn to these systems for information, brainstorming, and even companionship, it is important to ask how these conversations with LLM chatbots shape human beliefs.

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According to AICPB, a Chinese AI product ranking site, ChatGPT, Doubao and Qwen ranked among the top AI applications globally by monthly active users. Qwen recorded 203 million monthly active users, making it the third largest globally and surpassing Google's Gemini while posting the fastest growth rate at 552%.

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