Machine Learning

Bayesian Networks and Markov Networks: An Intuitive Guide to Structured Uncertainty

Bayesian Networks and Markov Networks: An Intuitive Guide to Structured Uncertainty

explanations begin with prediction. A churn model estimates whether a customer is likely to leave. A fraud model estimates whether…
Physical AI: What It Is and Is

Physical AI: What It Is and Is

Physical AI is . NVIDIA is talking about it, consulting firms are talking about it, and so are investors and…
10 Common RAG Mistakes We Keep Seeing in Production

10 Common RAG Mistakes We Keep Seeing in Production

I of this series with Angela Shi. This pitfalls article lists the failure modes we both kept seeing on production…
The Hardware That Makes AI Happen

The Hardware That Makes AI Happen

AI, we often describe it as a software revolution, which it is! From the development of neural networks and transformers…
Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines

Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines

A humorous-but-real tour of SwarmKV — KV-snapshot fan-out, copy-on-fork host buffers, and how to make a two-agent analytical pipeline ~1.95×…
The Exact ML Project I Can Build to Get Hired in 2026

The Exact ML Project I Can Build to Get Hired in 2026

I get asked all the time: “Which project should I build?” The question is full of great intent, but it's…
Can Machine Learning Predict the World Cup?

Can Machine Learning Predict the World Cup?

With FIFA set to kick off on Thursday, June 11, 2026, the opening match at the Mexico City Stadium, I…
Khulisa Ukunemba Kwezinhlelo Zokuncoma ngama-LLM, Usebenzisa iPython

Khulisa Ukunemba Kwezinhlelo Zokuncoma ngama-LLM, Usebenzisa iPython

esikweni laseMelika yilokhu okulandelayo: “Ngeke uthole ikhekhe lakho futhi ulidle futhi.” Lo musho ngiwuthola uyinkondlo kakhulu kodwa futhi usebenza kakhulu…
How to Keep Quantum Information Alive for Machine Learning

How to Keep Quantum Information Alive for Machine Learning

How errors arise in classical and quantum systems Why quantum information is fundamentally fragile Modelling quantum errors through channels and…
4 New Techniques for Developing Claude's Code

4 New Techniques for Developing Claude's Code

I'll cover some of the newest techniques I've invented and actively use whenever I write about Claude Code and Codex.…
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