Foundations

Research Papers Explained

The latest AI papers broken down — attention, RLHF, diffusion, MoE and more

16,609

lessons

Skills in this topic

3 skills — Sign in to track your progress

View full skill map →

Reading ML Papers

Navigate Intro/Method/Experiments/Conclusion sections efficiently

Paper Reproduction

Re-implement a published architecture from the paper

Research Methods

Design ablation studies

Videos 16,207 Reads 402

All Reads (402) Articles (1)Blog Posts (393)Tutorials (4)Research Papers (4)

Level: All Beginner Intermediate Advanced

Newest Popular Oldest

I Spent Weeks Looking for a Research Gap Before I Realized I Was Searching the Wrong Way

Medium · AI 📄 Research Papers Explained ⚡ AI Lesson 2w ago

I Spent Weeks Looking for a Research Gap Before I Realized I Was Searching the Wrong Way

The problem wasn’t a lack of ideas. It was the way I was looking for them. Continue reading on Medium »

Dev.to AI 📄 Research Papers Explained ⚡ AI Lesson 2mo ago

#1 DevLog Meta-research: I Got Tired of Tab Chaos While Reading Research Papers.

Every time I sit down to explore a research topic, the same thing happens. I open arXiv for preprints. Then Semantic Scholar for citations. Then Crossref to ver

How to Set Up a Karpathy-Style Wiki for Your Research Field

Medium · AI 📄 Research Papers Explained ⚡ AI Lesson 2mo ago

How to Set Up a Karpathy-Style Wiki for Your Research Field

A step-by-step guide for researchers who want the system without losing the thinking Continue reading on Below The Abstract »

Dev.to AI 📄 Research Papers Explained ⚡ AI Lesson 2mo ago

How Archimedes Started: A Research Tool I Built for Myself

How Archimedes Started: A Research Tool I Built for Myself I did not start Archimedes because I wanted to launch a SaaS. I started it because I was sick of doin