The VTM podcast - Episode 21 - A.I. is Hyper-Scaling

Artificial intelligence in 2026 is no longer just an app, a chatbot, or a tool you open when you need help writing an email. AI is becoming infrastructure — something built into the foundations of business, government, education, healthcare, science, defense, media, software, and everyday life.

In this episode, we explore the rise of AI hyperscalation: the rapid expansion of artificial intelligence from individual models into massive physical, economic, and social systems. The AI revolution is no longer only about smarter software. It is about data centers, chips, power grids, cooling systems, fiber networks, cloud platforms, national strategy, and the race to build enough compute to support a world increasingly shaped by machine intelligence.