Yuchen Jin@Yuchenj_UW · X作者提出一种高效学习方法：让Claude等大语言模型生成HTML文档来辅助深入学习与研究。相比纯文本或播客，HTML能嵌入图表和交互元素，支持主动探索。通过迭代提问和修改，文档随理解深入而演化，最终累积成个人知识库。文章引用观点指出，人机交互的输入输出融合尚有巨大发展空间，当前阶段可探索让LLM以HTML格式输出。信息呈现方式正从纯文本、Markdown向HTML及未来的交互式神经视频演进，以充分利用人类强大的视觉处理能力。作者认为，音频可能是人类偏好的AI输入方式，但视觉内容则是更高效的AI输出形式。
When I want to learn something new， or dig into a paper， I have Claude generate a HTML for me.
This works surprisingly well （especially in Claude， since Codex generated HTML is still kinda ugly…）
It's better than Google NotebookLM. Podcasts are nice， but reading is much higher-bandwidth than listening to a podcast.
HTML has a key advantage： they can show things. Diagrams. Charts. Interactive bits. You can actually poke at the idea， not just passively consume it.
Then I iterate. Ask questions. Refine sections. Add missing pieces. The HTML evolves with my understanding.