02
A Practical Roadmap for AI Research
A structured guide to the mathematics, machine learning fundamentals, and research practice behind modern AI work.
- AI
- AI Research
Field notes
Field notes on reliable agent systems
Research and engineering notes on evaluation, tool use, retrieval, memory, causal faithfulness, and production reliability.
01
Linear Algebra for AI Researchers: Foundations
A focused guide to the vectors, matrices, transformations, and decompositions behind modern machine learning.
- Linear Algebra
- AI Research