All Articles  (X)

AI promised to profoundly change the world, so why hasn’t it?From healthcare to manufacturing, finance, climate, communication, and travel, to how we live and work. AI can help solve any problem that can be represented by data, assuming the right algorithms and enough computational resources.

Modular is not a typical company, and we never intend to become one. As a team, we have collectively worked at more than 50 different companies, from the largest technology companies to some of the smallest - and we’ve seen a lot of things that work well, and a lot that just don’t.

Platforms like TensorFlow, PyTorch, and CUDA do not focus on modularity - there, we said it! They are sprawling technologies with thousands of evolving interdependent pieces that have grown organically into complicated structures over time. AI software developers must deal with this sprawl while deploying workloads to server, mobile devices, microcontrollers, and web browsers using multiple hardware platforms and accelerators.