Reading List
30 resources · 6 collectionsBooks
05Deep Work by Cal Newport
Focus strategies for meaningful productivity
Range by David Epstein
Generalists triumph in a specialized world
The Art of Statistics by David Spiegelhalter
Making data-driven insights clearer
Statistical Methods for Dynamic Treatment Regimes by Bibhas Chakraborty, Erica E.M. Moodie
Reinforcement Learning, Causal Inference, and Personalized Medicine
Introduction to Machine Learning Interviews Book by Chip Huyen
Copyright ©2021 Chip Huyen
Cheatsheets & Tutorials
07Online Resources
03Distill.pub — Machine Learning Journal
Peer-reviewed ML research explanations
Andrej Karpathy's AI Blog
Deep learning insights from Tesla's former AI Director
BAIR Research Blog
UC Berkeley's AI research updates
Courses
04Research Papers
02dWOLS: dynamic weighted ordinary least squares
Adel Ahmadi Nadi & Michael Wallace
Single Stage DTR with Interference
Lin Su, Rui Song
Modelling and estimation for optimal treatment decision with interference
Articles & Reports
09Gemini 4 Argon — Model Card
Oct 2026Google DeepMind
How a recent multimodal reasoning model is trained, evaluated, and tested for safety.
Claude Opus 5.5 — System Card
Sep 2026Anthropic
Evaluating coding agents, long tasks, alignment, and the limits of model safety tests.
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression
Sep 2026DeepSeek-AI
Making long-context agents more efficient through model architecture and memory compression.
Qwen3.8-Max: A New Bar for Coding and Cowork
Aug 2026Qwen Team
An open-weight model for coding, research, and tasks that require many connected steps.
DiffusionGemma — Model Card
Jun 2026Google DeepMind
Generating blocks of text through repeated denoising instead of predicting one token at a time.
The 2026 AI Index Report
2026Stanford HAI
A broad, data-based view of AI capabilities, scientific applications, adoption, and responsible AI.
“DeepSeek-R1” Technical Report
Jan 2025
A foundational study of learning reasoning through reinforcement learning and distilling it into smaller models.
“AlphaFold 2” Nature Paper
Jul 2021
Protein structure prediction breakthrough
OpenAI GPT-4 System Card
Mar 2023
LLM safety framework