ITPUB

Jun 2, 2022 · Artificial Intelligence

Why AI Needs Modular Infrastructure: Lessons from LLVM and the Future of ML Systems

The article examines how monolithic AI toolchains hinder innovation, recounts the historical fragmentation of software in the 1990s, highlights LLVM's modular architecture as a turning point, and argues for a new, composable AI infrastructure to make machine learning more accessible and scalable.