Every platform shift mints a new generation of companies, and AI is the biggest one since mobile. These AI and machine-learning startup ideas range from thin wrappers with real distribution wedges to deep vertical plays. Community swipes surface which ones people would actually use. That's a cheap first validation signal before you build anything.