What it will take for AI to scale (energy, compute, talent)
Description
Welcome to Exponential View, the show where I explore how exponential technologies such as AI are reshaping our future. I've been studying AI and exponential technologies at the frontier for over ten years. Each week, I share some of my analysis or speak with an expert guest to make light of a particular topic. To keep up with the Exponential transition, subscribe to this channel or to my newsletter: https://www.exponentialview.co/
---
In this episode, I look at the next 24 months of AI. The technology is improving rapidly – so what could hold back widespread transformation of how we work and live? I dig into the real constraints, from electricity shortages to institutional inertia, why mid-2026 matters for enterprise AI, and why so many people remain uneasy about a technology they use every day.
I cover:
(00:03 ) Predicting AI's next two years
(01:50 ) How life changing are chatbots, really?
(03:36 ) Our current biggest AI constraint
(07:58 ) The remarkable increase in token efficiency
(10:43 ) Why mid-2026 is a crucial turning point
(13:01 ) Do we actually want AI in our lives?
(15:28 ) Should organizations wait to jump in?
(16:39 ) How is OpenAI reckoning with Gemini?
(18:41 ) The market's reaction to OpenAI's code red
(19:32 ) Where will value accrue in the supply chain?
(20:51 ) What's the best strategy for middling powers?
Where to find me:
Exponential View newsletter: https://www.exponentialview.co/
Website: https://www.azeemazhar.com/
LinkedIn: https://www.linkedin.com/in/azhar/
Twitter/X: https://x.com/azeem
Production by supermix.io and EPIIPLUS1
Production and research: Chantal Smith and Marija Gavrilov.
Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.






















