Research Skills
How to navigate AI research — reading papers critically, understanding where research is published, and replicating and benchmarking results.
In This Section
How to Read an AI Paper
The three-pass method, what to prioritize, and red flags in ML papers.
Key Research Venues
NeurIPS, ICML, ICLR, NLP venues, arXiv norms, and workshop culture.
Replication & Benchmarking Practice
The replication crisis, MMLU, SWE-bench, Chatbot Arena, and how to run your own benchmark.