Categories

Articles about data, analytics, and AI, including machine learning, data visualization, and AI applications.

Articles about Large Language Models and Generative AI, exploring their architectures, training methods, and real-world applications.

Articles about traditional machine learning, optimization, bayesian methods, and other machine learning topics.

Notes and insights from studying Chinese language and culture.

Insights on software development, engineering practices, architecture patterns, and the craft of building robust, scalable systems.

Thoughts on economic principles, financial markets, and the intersection of economics with business and technology.

Thoughts on building companies, innovation, and other entrepreneurial topics.

Reflections on life, ethics, meaning, and the big questions that shape how we think about it.

Content from the Language AI Handbook, covering natural language processing, language models, and AI-powered language applications.

Historical perspective on language AI development, from early symbolic systems and parsing algorithms to modern neural approaches.

Content from the Data Science Handbook, covering statistical methods, data analysis techniques, and practical data science workflows.

Content from the AI Agent Handbook, covering autonomous AI agents, models, memory systems, tools, reasoning, evaluation, and operations.