Why the next wave of AI startups won’t optimize infrastructure – until they have to

SiliconANGLE · 1 month ago · 3

The article argues that most AI startups prioritize speed to ship and learn, building on existing tools rather than optimizing infrastructure until later growth pressures appear. It says infrastructure constraints often become unavoidable by Series A. It recommends preserving architectural optionality—avoiding deep proprietary vendor lock-in and planning for portability—so later cost, latency, and edge/edge-like deployment demands can be met without starting over.