Artificial intelligence is moving fast, but much of the public conversation misses what actually matters, says venture capitalist Samir Kumar.

In this episode, Kumar explains what most people don’t understand about AI, from how these systems are really built to the risks leaders underestimate when adopting them. Drawing on his experience evaluating and investing in AI-driven companies, Kumar breaks down the gap between AI hype and real-world execution.

This conversation explores why data quality, governance, and human judgment matter more than model performance, how incentives shape AI deployment, and what organizations should consider before trusting AI with critical decisions.

Watch the full interview for a grounded, investor-level perspective on AI.

Views expressed in this video are opinions of the host and guests, and do not necessarily reflect the views of The Epoch Times.