Episode summary
Why AI will dwarf every tech revolution before it: robots, manufacturing, AR glasses from CES 2026
All-In Podcast
· · Hosts: Jason Calacanis · Guests: Bob Sternfels, Hemant Taneja
Summary
AI was framed as the defining technology shift of the era, one that will dwarf the PC, internet, mobile, and cloud revolutions. The guests argued that enterprise adoption is now moving at “warp speed,” with companies compressing product cycles, reorganizing around AI agents, and trying to turn data, models, and workflow redesign into durable advantage. The discussion centered on how this changes enterprise value creation, why many firms are stuck in pilot purgatory, and why the real constraint is often organizational speed rather than strategy.
A major theme was workforce disruption and reinvention. The guests said AI is shrinking some functions while expanding others, pushing firms to hire more selectively, move employees up the stack, and use agents to handle search, synthesis, recruiting, and other repeatable work. They also argued that the education system is misaligned with a world of rapid skill decay, and should shift from finite schooling to lifelong learning, resilience, creativity, and judgment.
The final segment moved into physical AI: self-driving, robotics, manufacturing, healthcare diagnostics, and wearables. The guests said the U.S. can lead on innovation only if it also rebuilds manufacturing and supply chains, and they suggested the next wave could include humanoid robots, continuous health monitoring, and more personalized medicine.
Key takeaways
- The host and the guests argued that AI will have a larger societal impact than the PC, internet, mobile, or cloud revolutions.
- The guests said large enterprises are using AI at a scale that is driving 10x revenue growth at companies like Anthropic, but realizing value outside tech is still hard.
- Bob Sternfels said McKinsey is adding 25% to its client-facing workforce while cutting 25% of its non-client-facing staff, showing simultaneous growth and shrinkage.
- Hemant Taneja said General Catalyst’s strategy is not private equity, but acquiring declining businesses like hospitals or call centers to accelerate AI transformation.
- The guests said education must become lifelong skilling and reskilling, with more emphasis on resilience, judgment, creativity, and learning how to work with agents.
- The guests said the next major frontier is physical AI: self-driving cars, robotics, and AI-enabled manufacturing to rebuild U.S. supply chains.
Notable quotes
“It's quite frankly less about strategy. It's more about organizational speed”
“what are you building towards as to what the world's going to look like so you can have enduring value”
“There is a path, but I think right now most CEOs are getting torn a bit between, "Do I listen to my CFO or do I listen to my CIO”
How the episode opens
We just had a very successful all-in spirited full contact debate in front of 1,700 people. A packed house. There were no open seats.
Is the power of the all-in brand is really to have the conversations with a little bit of fun, a little bit of spiciness and no question, no topic can be banned. There was no censorship. No censorship.
We're going to just go right after the hardest topics. But we had a really fun time. Discussed so many important topics.
What a great panel. These guys are tip of the spear in terms of doing really exciting things in business.
Thanks for coming out everybody. Uh we're going to have a great super hardcore discussion about the future specifically around AI which I think is the most important theme not only of uh CES 2026 as we've seen with all the incredible gadgets chips being launched self-driving but it's going to be the most important transformation of our lifetimes. I think everything we've seen over the last 30 years of technology from the PC revolution to cloud computing to the internet, mobile, all of that is going to be dwarfed in comparison to the impact that AI is going to have on society.
If you're here at CES, you know that you're here for that reason. And we've got two amazing guests who are going to join us to have this debate. And additionally, I've brought my box, a box filled with all the ghosts and gadgets of Christmas past.
And we're going to go through those uh at the end of our discussion. But here's a quick video of our guests who will be joining me today.
From boardrooms to the White House and beyond, Mackenzie's influence in business is virtually unparalleled. — It's one of the largest and most influential consulting firms in the world.
From the episode’s captions: roughly the first two minutes, lightly cleaned. Keep watching on YouTube →
Topics
- ai innovation pace
- robots and manufacturing
- ar glasses
- vc investing in healthcare
- education and job market
Companies and tickers mentioned
- McKinsey
- General Catalyst
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Summary, takeaways and quote selection by Octagon. Quotes are short excerpts; the full conversation is in the episode.
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