Machine Learning

team gets pinged because inference latency has suddenly jumped by 60%. The dashboards are confusing. GPU utilization still looks healthy:…

NuCS is a constraint solver written 100% in Python, developed by me, accelerated by NumPy and Numba. Choco is one of the reference open-source constraint solvers, written in Java…

they are amazing for quickly executing lots of code. However, if you've worked a lot with coding agents, you'll notice…

All code used in this section is available on GitHub. The business logic and modeling functions are located in the…

in a RAG process, the parser has one job. Read the document the way a human would before answering a…

explanations begin with prediction. A churn model estimates whether a customer is likely to leave. A fraud model estimates whether…

Physical AI is . NVIDIA is talking about it, consulting firms are talking about it, and so are investors and…

I of this series with Angela Shi. This pitfalls article lists the failure modes we both kept seeing on production…

AI, we often describe it as a software revolution, which it is! From the development of neural networks and transformers…

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×…