A high level primer on language models and OpenAI’s GPT-2... (more…)

In this article, I’ll introduce the early implementation of a few tools which based on techniques from the machine learning allow us to perform data-driven chunk clustering and pre-fetching for single-page applications. The purpose is to provide a zero-co... (more…)

Skill shortages are a drain on society. They hamper economic opportunities for individuals, slow growth for firms, and impede labor productivity in aggregate. Therefore, the ability to understand and predict skill shortages in advance is critical for poli... (more…)

Graphcore, a $2.8B AI startup, looks like a failure! Their hardware and software simply don't measure up. They are require twice as much 7nm silicon to achieve slower results with worse pricing, TCO, and software support. (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…)