Tag: AI First Principles

Most AI initiatives fail. Not because the technology is flawed, but because the thinking is. Companies are spending billions to strap a jet engine to a horse-drawn carriage, automating processes that should have been retired years ago. They are optimizing for a past that no longer exists, creating fantastically efficient versions of the wrong things.…

A staggering 80% of AI projects fail to deliver any real value. They stall in labs, get rejected by users, or, worse, get deployed and make things catastrophically worse. We blame the tech, the data, or the talent. But the real reason is simpler and much harder to fix. We are trying to bolt a…