Microsoft has been working for years on custom silicon for the data center. Recently, we learned the company was making progress on developing a custom neural processing unit for its AI needs, as services like ChatGPT are notoriously expensive to operate. The mysterious chip – codenamed “Athena” – is the latest example of companies going the custom silicon route to reduce the need to acquire off-the-shelf hardware for their needs.