We frequently see terms like artificial intelligence, machine learning, and deep learning. But… what’s the difference? (more…)

Climate change is one of the greatest challenges facing humanity, and we, as machine learning experts, may wonder how we can help. Here we describe how machine learning can be a powerful tool in reducing greenhouse gas emissions and helping society adapt ... (more…)

I was just pondering some ways to discuss machine learning terminology in a way that would be accessible to beginners, and figured I’d share my semi-thought-out ideas here. I’m sure this has been done before, but here are some common machine learning term... (more…)

The wasi-nn proposal allows WebAssembly programs to access host-provided machine learning(ML) functions. This post will explain the motivation for wasi-nn, a brief look at thespecification, and how to use it in Wasmtime to do machine lea... (more…)

Machine learning research has advanced in multiple aspects, including model structures and learning methods. The effort to automate such research, known as AutoML, has also made significant progress. However, this progress has largely focused on the archi... (more…)