Entry-level roles become orchestration jobs

Azeem asks Ben Zweig; Zweig explains entry-level workers may manage AI tools, raising hiring, signaling and risk questions.

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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/

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In this episode, I’ve distilled a year of extraordinary dialogue into one 20-minute briefing. I’ve spent 2025 in conversation with the architects of our future - the builders and thinkers redefining AI, energy, and the global economy.

These are the "eureka" moments from my most exclusive interviews. From the future of "protopia" with Kevin Kelly to the hidden tech gaps with Dan Wang, this is your strategic roadmap for the exponential age.

What you'll hear about:

Part 1: AI as a general purpose tech