Built an notebook with an AI assistant that pushes back
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- 09/03 21:31
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- 09/04 15:00
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一位开发者创建了一个带有AI助手的笔记本，旨在鼓励批判性思维而非被动消费。开发者指出，标准的聊天用户体验（UX）常使人进入消费模式，从而对AI产生依赖。这个新原型旨在通过让AI“反驳”来对抗这种反馈循环。目前，一个轻量级、无需注册的原型已可供测试其工作流程。
A sample brainstorm notes
A lot of conversational LLMs suffer from chronic sycophancy. Even when specifically prompted to critique or play devil's advocate, models naturally drift toward agreement, validating weak arguments, and adopting the user's premise within a few turns.
Beyond prompting, standard chat UX actively encourages this problem. When an AI generates paragraphs in a conversational back-and-forth, the user naturally shifts into consumption mode rather than critical thinking mode. This in a way becomes a feedback loop where the user becomes dependent on the AI.
I built this as a dedicated notebook instead. Rather than a chat interface that dumps walls of text and takes over the writing, you draft your thoughts in blocks while a side assistant helps you guide your logic and actually pushes back. The goal here is to encourage independent thinking with AI assistance
Threw together a lightweight, no sign-up prototype if you want to test the workflow: https://paper-dusky-five.vercel.app/