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Guide homeA letter to new university studentsHow to get started in research
Start learning
Your first AI project: where to begin?Which foundations do you need, and how much?Terminology & conferences · 中文Choose a paper to read
Research directions
What do different AI research areas study?Large language models: understanding, generation, and reasoningAgents: getting models to do thingsComputer vision: understanding imagesMultimodal models: connecting images and languageGenerative models: how an image is madeReinforcement learning: actions have consequencesWorld models: predict, then actEmbodied AI: from seeing to actingEfficiency and systems: making models runInterdisciplinary AI: starting with questions from other fields
While doing research
Finding and reading papersUnderstand your experimentsWriting, figures, and talksContacting researchers and collaboratingWorking with AISubmission and publication
Experience & life
Experience, practical lessons, and wrong turnsBuilding your research workflowMy Freshman-Year Review: The World Suddenly Opens WideLiving well
Look outside
Lookout: what are researchers and labs working on?About this guide
Resource index
Resource indexCourses, textbooks, and foundationsResearch methods and everyday toolsCourses, papers, and projects by directionBlogs, interviews, and information channelsAuthor blogs and research notesLessWrong: begin with your own questionResearch experience, Q&A, and AMAsMu Li: from courses to close paper readingGetting to know research groups
Questions & conversations
AMA discussions
Questions & conversationsHIKARU / 2026-10-05

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