The competitive moat for AI startups lies in highly specific datasets that deliver superior outputs, rather than in the models themselves.

Liquid AI, a multi-billion dollar company, is developing an approach to AI that performs all processing at the edge to bypass the need for massive compute infrastructure.

XAI is increasingly being recognized as a real contender among those leveraging the most cutting-edge AI models.