USC's Jeffrey Cole and Harlan Lebo on Google, AI, and Disruptive Innovation

24 Sep 2026 · 18 min · 9 chapters

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In short

Authors Jeffrey Cole and Harlan Lebo discuss their book Disruptors at the Gate, arguing AI is the third major disruption of the last 25 years (after the public internet and COVID-19), with disruption cycles accelerating; they compare AI’s uncertainty and risks to earlier tech shifts and warn that denial is the biggest enemy to surviving disruption.

Guest backgrounds

Jeffrey Cole is director of the Center for the Digital Future at USC Annenberg. Harlan Lebo is a senior fellow and historian at the same center.

Key claims

AI is a “bumpy ride” but the slowest disruption for the rest of our lives; organizations must expect disruption and build stakeholder buy-in; large firms can fail by believing they can’t be disrupted (Kodak/Xerox examples).

Notable examples

Google’s refinement of search (not inventing it), Meta’s pivots (Instagram purchase; metaverse as less successful), Meta’s data/harm controversies (Cambridge Analytica; lawsuits; “harmful to kids” arguments), and Kodak staying analog despite developing digital cameras.

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

Tap a time to open that second in VO

AI: The Third Major Disruption

2:18 to 3:19

Explore AI's significance alongside the Internet and COVID-19.

“We are in the midst of a major disruption, though.”

Speed of Innovation: A Double-Edged Sword

3:19 to 4:36

Debate whether the rapid pace of AI development is beneficial or harmful.

“And AI may be, when it first emerged, I thought was the most important innovation since the printing press.”

Lessons from Past Giants: Survival Strategies

4:36 to 8:20

Learn how tech companies can adapt to prevent disruption based on historical examples.

“Harlan, if - The book is not - Oh, sorry, please go ahead.”

The Evolution of Meta: Control and Responsibility

8:20 to 11:30

Analyze Meta's strategies under Zuckerberg in the face of disruption.

“Jeffrey, what are the lessons that Mark Zuckerberg or Larry Page and Sergey Brin can take from the demise of some of the most storied companies in American history to make sure that they are around in 25 and 50 years?”

Understanding Kodak: The Risks of Complacency

11:30 to 14:06

Examine Kodak's downfall and the dangers of ignoring disruption.

“It's considered to be harmful to its users.”

Lessons from Kodak and Xerox on Disruption

14:06 to 15:42

Understand why companies like Kodak fail to adapt to disruption.

“Harlan, one of the things I'm curious about is my husband and I talk about Kodak because he had family who lived in Rochester when it was booming.”

AI: A Double-Edged Sword

15:43 to 16:54

Explore the uncertainties and potential downsides of AI as a disruptive force.

“How do you apply it to kind of the current environment today?”

Preparing for Disruption in Organizations

16:55 to 18:16

Learn how leaders can prepare their organizations for inevitable disruption.

“24 % of the people we talk to in our World Internet Project think it's the end of humankind.”

Final Thoughts on Disruption and Denial

18:17 to 18:56

Understand the dangers of denial in the face of disruption across industries.

“Building on that, the biggest enemy to succeeding disruption is denial.”
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Transcript

Automatic transcript. May contain errors.

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0:56Carol Massar:This is Robert Smith from Business History. If you're listening to this, there's a good chance you're a small business owner. And like every small business owner, you started with a dream to do what you love and watch it grow. What you probably didn't dream about? Keeping up with cyber threats. That's where MasterCard can help. with access to tools that help identify cyber threats to better protect your business. Building your dream business, priceless. For cybersecurity in a changing world, there's MasterCard. Learn more at mastercard.com slash small business. All right, well, let's shift gears a little bit and talk about innovation, because the capital of American innovation should be in Rochester, New York, but it's not.

1:33Scientists, Carol, have been talking about AI since the 1960s, but it was only a few years ago that we really saw its potential.

1:39Carol Massar:That's right. Containerization, completely changing the global economy. Those are just a few of the themes that are highlighted in a new book. It's Disruptors at the Gate, When Visionaries, Trailblazers, and Two Guys in a Garage Turn the World Upside Down. We've got the authors with us. Jeffrey Cole, director of the Center for the Digital Future at USC Annenberg. And Harlan Liedbo, senior fellow and historian at the Center for the Digital Future at USC Annenberg. Jeffrey joins us here in the Bloomberg Interactive Brokers Studio. Harlan joins us out there in California. Guys, the timing of this book is perfect.

2:14We've spent almost every day talking about AI. We do. We are in the midst of a major disruption, though. I mean, you guys highlight this literally on the first page of the book. You write that AI moving from science fiction to reality is one of the three disruptions that we've experienced in the last 25 years. Jeffrey, I want to start with you because this is unfolding as we speak. In the context of other disruptions that we've seen in the modern economic era, how disruptive is AI? Well, first, it's the third major disruption in 25 years. And this level of disruption usually occurs about every 100, 150 years.

2:49The pace has accelerated. But for everybody who's listening, this is the slowest disruption is ever going to be for the rest of our lives. So we should get used to it. We should quote Bette Davis. It's going to be a bumpy ride. And just for context, the other two that you highlight in the last 25 years, the emergence of the public Internet and the shutting down of the world to COVID-19. And we can already see the fourth walking up the path with quantum computing, which will be as significant potentially as AI. And AI may be, when it first emerged, I thought was the most important innovation since the printing press.

3:27It now may be the most important disruption of our time.

3:30Carol Massar:Harlan, we want to bring you into this conversation because is the speed a good thing or a bad thing? We just heard Sam Altman of OpenAI earlier addressing the UN delegation. And one of the things he said is we have to be careful because we could lose control over the future because things are moving too fast. And because of the competition, whether it's between Anthropic and OpenAI or U.S. and China when it comes to AI. So the speed of things, disruption, innovation, good or bad in your view? Well, it depends on the innovation. In this case, AI is running wild and has been, except for the fact that people have started to put public pressure on the large tech companies because of data centers and the environmental issues there.

4:17but also just the awareness now that there are so many unchecked issues about AI that really need to be explored. And it's a good thing. It's surprising, but it's a good thing that people like Sam Altman are beginning to recognize that, whether it's in self-interest or just generally a good idea is important. Harlan, if - The book is not - Oh, sorry, please go ahead. No, I was just going to say that AI is one element here of what we're talking about. It puts a giant magnifying glass on disruption, but the levels of disruption that have been caused by other issues are equally relevant and have been for this whole century.

4:58Carol Massar:When's the last time you sent, I don't know, a fax for the most part? That's right. Yeah, I know. Whoa, don't even get me started with these doctor's offices and faxes and CD-ROMs. Unless you're a doctor, that's right. Yeah. But this is like a fascinating, you know, kind of part of this story. Jeffrey, come on back in. Like, I do think about, and I feel like we think about Bloomberg, right? Business, we think about everything and things that are impacting the investing universe. And there are companies we just think that, well, of course, Microsoft, I'm just taking a name, is going to be around forever.

5:28Carol Massar:Or Amazon. But go back 10 or 15 years, there are companies that were giants in their field that we don't really talk about anymore or are gone. Look at what emerged at the beginning of the century. Amazon, Apple, Google, and Facebook. In 25 years, become four of the five biggest companies on the face of the earth. There's no reason to believe they're going to last another 25 years. I could build a case against Apple. I could build an easy case against Meta, a harder case against Google, and a really difficult case against Amazon. But we've already seen in the last three years the next set of these trillion-dollar companies.

6:11We have companies now emerging from their IPO as trillion-dollar companies. Now we have to talk about not the big four. We have to put in Anthropic and Cloud, OpenAI and Chat, SpaceX, NVIDIA, and the 100-year company is gone. You know, if you take a look, one of the things we do in the book, take a look at the top 10 companies by market cap in 1980, then again in 2000, and then again in 2020. Not one made it from 1980 to 2020 in the top 10. In the 1980 were two energy companies and no tech companies. In 2020 were two energy companies and seven tech companies. and only one made it from 2000 to 2020, Microsoft.

6:58Carol Massar:Except it's really fascinating that you say that. And Harlan, I'm listening to Jeffrey talk. What's funny is we've talked more about energy than we have in a long time, rare materials, critical minerals. It's interesting how something as high-tech as AI, speak about innovation and disruption, is kind of getting us back to raw commodities like we've never talked before. So these cycles, which can wipe out certain companies, can also bring certain industries and companies or different companies in the same industries back. Oh, yes. I mean, they can transform companies or transform entire industries.

7:34I mean, think about the cargo container, an empty box and what it has done. And sure, it's great for shipping and that's really wonderful. But the real transformation, the real disruption from the cargo container came from how it opened entire new industries, employment opportunities overseas. I mean, look around your studio. There's probably nothing in the studio that was made in the United States. And 50 years ago, it all would have been made in the United States. So all of those opportunities, whether it's raw materials or tech or retailing, are all a function of disruption and how that's emerged over the years.

8:09Yeah, I'm looking around the studio. I think maybe my pants, maybe I got these jeans are made in the U.S., maybe. I do live in Brooklyn, okay? So come on, you got to give me some credit. Jeffrey, what are the lessons that Mark Zuckerberg or Larry Page and Sergey Brin can take from the demise of some of the most storied companies in American history to make sure that they are around in 25 and 50 years? They can try to find where disruption is coming from, but it's almost impossible to do because it comes from unexpected places. But Google is a great example. What Larry and Sergey did in their garage was they didn't invent search.

9:00They refined it. Search before that had been Alta Vista, Ask Jeeves, Yahoo. So they knew that what they did to Yahoo could be done to them. And they spent years preparing to be disrupted. it it took 22 years it got it happened with chat gpt in october of 2022 and even then with 22 years of prep they weren't ready so um harlan the mark zuckerberg on this it seems like meta has done a pretty good job of pivoting over the last few years um it's zigged and zagged and some sometimes it's been successful and sometimes it hasn't. I think many people would say it was not successful with the metaverse.

9:48That did not. Yeah. Jeffrey says, but they pivoted quickly. Yeah, they pivoted quickly. And, and I think it's, um, you know, we're close to all time highs for, for meta stock. People are loving this muse agent. Uh, you know, more than a decade ago, Mark Zuckerberg identified that people were using the quote blue app less and decided, Hey, we got to go buy Instagram, which is everybody was using and then copying these, these things from snap and from Tik TOK to make it more engaging. Is it fair to say that Mark Zuckerberg gets it? Well, one of the things that we talked about in the last chapter of the book is how you can succeed, succeed in spite of disruption.

10:30And one of the great ways is to have almost absolute control of your organization. The companies and especially the tech companies that are either controlled directly or indirectly as, excuse me, as Apple was controlled for so long after Steve Jobs passing. They were top down controlled organizations with support or at least acceptance by all the major stakeholders. So Mark Zuckerberg has a sense. He doesn't own every share of stock in the company, but he certainly controls the company. And that's the primary way of making decisions that can avoid disruption or at least keep you in control. I would argue that's been one of the weaknesses of Metta, that he is in such control.

11:19It gives him the opportunity to be nimble, but he's being nimble in the wrong way. Metta has now become the tobacco company of the 21st century. It's considered to be harmful to its users. They've conceded it in court. They've promised to make changes. We'll see how serious they are. And they're starting to lose multibillion dollar lawsuits. And it's just begun. We talk about this a lot. Our colleagues have reported on this and are part of the reporting that has led to some of these lawsuits, Jeffrey. But I hear you, but I've been shocked with the reaction that people have had to Muse in the last couple of days.

12:01There's a New York Times reporter who hooked his bank account up to Muse and gave it all its personal, it, the agent, all its personal information, all his personal information. And this is a company that has been clear about reported missteps, like with Cambridge Analytica and customer data in the past. But does that matter to consumers? Yeah, I think for Facebook and Meta's concerned, it does. I think people really, if you look at the impact Jonathan Haidt has had, the success of the argument that this is harmful to kids. The author of The Anxious Generation. That Metta has known, and there's memos that everything that's happening they knew about.

12:43And the remake of The Social Network comes out next month, except this. In the first film, The Social Network, he was just a nerd, just a nerdy, out-of-touch guy. Now, in The Social Reckoning, he's a genuine villain. Incidentally, just one thing. I think I used to work in film and television. If you look at who the enemy, go back to James Bond movies, and the enemy when Goldfinger and From Russia With Love came out, they were Soviets because everybody could get behind hating the Soviets. Then we made detente, and then all of a sudden it was Islamic terrorists. And then as we started being more sensitive, it was South Africans because of apartheid.

13:28Then it was Euro trash, general Euro trash. Most recently, it's been North Koreans because nobody's going to. Now it's the tech bros. If you look at all the documentaries, the dramas, they have become the bad guys in American society. And there's not a good spokesperson or representative among them. For a while, Bill Gates got beyond the nerd to really be a great sort of blew it.

13:58Carol Massar:Well, it is fascinating to see even just on the political landscape what we have seen in terms of Silicon Valley, in terms of some of their perspectives. Harlan, one of the things I'm curious about is my husband and I talk about Kodak because he had family who lived in Rochester when it was booming. And it was the economy. It is no more. And you think about a company that you think cannot be disrupted. And I don't know, is it as a company gets too big, too much bureaucracy, it's harder to be disruptive and innovative? Like, why is Kodak a good example to really kind of understand? All the issues you cite certainly play a role in it.

14:39But the biggest role is when an organization believes it can't be disrupted or it ignores the concept that disruption might be out there. That's the big one. And you look at Xerox and Kodak. Both of them were headquartered in Rochester. Both of them controlled 80 % of the global market for their products. Yet, they're now inconsequential in any way you define consequence in the business world. Primarily because, for different reasons, they ignored the possibility of disruption. And when they eventually accepted it, they resisted it, especially Kodak, which continued on the analog path. Even though the company developed the digital camera, they stayed on the analog path and on printers and on chemicals that they had relied for more than 100 years on.

15:29So that's where the fault is. Bureaucracies can be shifted, and they often are, but it's that top-down mindset that things don't need to change because we are so successful.

15:41Carol Massar:Lesson to be learned. Like I think about here we are talking so much, Harlan, about AI. I don't know. How do you apply it to kind of the current environment today? Or is it what Jeffrey was talking about, like some of these giant companies that we just take for granted that were started kind of in the early 2000s or late 1990s, early 2000s, that we just assume, you know, they're behemoths, their market caps are gigantic, that we shouldn't assume that they are going to be here forever because. We shouldn't. We can't even assume they'll be here very long at all, although I'm not making any predictions that, you know, the chat GBT is going to collapse tomorrow.

16:18But the big issue about AI, and we focus on this in the chapter on AI, is when you think about the internet and when the internet started or when television started, they were assumed to be beneficial, interesting, exciting, lots of potential. And there would be some job shifts, but they were very positive. and AI not only is one of the largest disruptions ever, it comes to us with huge uncertainty and many negatives attached to it. So all of those will play into its near future and well as its long-term future. That's very different in the world of disruption. I mean, hopefully there is a long-term future because that's what everybody's concerned about.

16:5724 % of the people we talk to in our World Internet Project think it's the end of humankind. Are they right? No, I don't think they're right. The researcher who just leaked from Anthropics says there's a 10 % chance by the end of the decade. If I were betting on a stock and I knew it had a 90 % chance of succeeding, I'd buy it in a minute. But 10 % of humanity being extinct, that's terrifying. I don't love those odds. No, I want it.00009.

17:32Carol Massar:I just think about on a day where we've talked a lot about climate and green and we talk about disruption. I mean, our world is being disrupted. And you think about the existence going forward, what it means. I've only got about 30 seconds for each of you. Harlan, 30 seconds. I mean, come to the end of this book, top of mind. Like, how should we all be thinking about disruption? If you're a head of an organization or a decision maker in an organization, expect to be disrupted. Make that as much a part of your daily operation as HR, your competition especially. And everything that you do in an organization should be geared around the idea you could be disrupted.

18:10And why? And make that a thorough assessment and get buy-in, if you can, from everyone who's a stakeholder.

18:17Carol Massar:Jeffrey, save 25 seconds for you. Building on that, the biggest enemy to succeeding disruption is denial. Refuse to acknowledge that someone's found a weakness. music industry refusing beginning to accept that people are not going to pay for music they don't want and sort of move into the disruption understand it, stop denying don't try to have your competition don't deny climate change either that's a whole difference that means we're going to bring you back Jeffrey Cole, Harlan Lebo please please come back, the book is Disruptors at the Gate, there's so much more we can talk about we hope you will join us again AI is entering its most consequential phase where scale, safety and sovereignty will determine who leads and who lags.

19:04Join Bloomberg Tech in London on November 2nd and 3rd as global leaders across business, finance and policy examine the defining tradeoffs shaping the future of AI. Thank you to our presenting sponsor Salesforce and supporting sponsors IDA Ireland and Schneider Electric. Learn more at BloombergLive.com slash Tech London. Thank you.

From the publisher

The people, companies and trends shaping the global economy. Watch Carol and Tim LIVE every day on YouTube: http://bit.ly/3vTiACF

Jeffrey Cole and Harlan Lebo of USC Annenberg's Center for the Digital Future join to discuss their book Disrupters at the Gate and why transformative change often comes from unexpected outsiders. They explore how AI, digital technology, and shifting consumer behavior can upend even the world’s most dominant companies.

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