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Surfing the Six Waves of Innovation

Key Points

  • The video uses surfing as a metaphor for technology “waves,” noting that just as surfers ride successive swells, businesses must navigate continuous bursts of innovation.
  • Economist Joseph Schumpeter’s 1942 concept of “disruptive waves” is updated into six historical tech waves, each accelerating the speed of production, distribution, or information.
  • Wave 1 (≈240 years ago) was the Industrial Revolution, introducing machines and water power that shifted manufacturing from artisans to mass production.
  • Waves 2‑4 built on speed: steam‑powered trains and electricity expanded transportation; computers, electronics, and aviation added rapid data processing and global reach; the 5th wave—the Internet—scaled connectivity from a few million users in the 1990s to billions by 2016.
  • The emerging 6th wave, beginning around 2020, is AI, which promises to further compress the time needed to create, deliver, and act on information, reshaping work and society.

Full Transcript

# Surfing the Six Waves of Innovation **Source:** [https://www.youtube.com/watch?v=Ae0Oa1kEyBg](https://www.youtube.com/watch?v=Ae0Oa1kEyBg) **Duration:** 00:17:59 ## Summary - The video uses surfing as a metaphor for technology “waves,” noting that just as surfers ride successive swells, businesses must navigate continuous bursts of innovation. - Economist Joseph Schumpeter’s 1942 concept of “disruptive waves” is updated into six historical tech waves, each accelerating the speed of production, distribution, or information. - Wave 1 (≈240 years ago) was the Industrial Revolution, introducing machines and water power that shifted manufacturing from artisans to mass production. - Waves 2‑4 built on speed: steam‑powered trains and electricity expanded transportation; computers, electronics, and aviation added rapid data processing and global reach; the 5th wave—the Internet—scaled connectivity from a few million users in the 1990s to billions by 2016. - The emerging 6th wave, beginning around 2020, is AI, which promises to further compress the time needed to create, deliver, and act on information, reshaping work and society. ## Sections - [00:00:00](https://www.youtube.com/watch?v=Ae0Oa1kEyBg&t=0s) **Surfing the Waves of Innovation** - The speaker uses surfing metaphors and Schumpeter’s disruptive‑wave theory to illustrate how technology arrives in successive “waves,” detailing the Industrial Revolution as the first wave and the following transportation‑focused waves that accelerated production and distribution. - [00:05:06](https://www.youtube.com/watch?v=Ae0Oa1kEyBg&t=306s) **Four Waves of Emerging AI** - The speaker outlines a four‑stage surge in AI—data‑pattern generation, conversational large‑language models, autonomous agentic systems, and physical embodiment—while noting the associated tooling considerations such as A2A, MCP, Copilot, LangChain, and LangGraph. - [00:12:45](https://www.youtube.com/watch?v=Ae0Oa1kEyBg&t=765s) **Timing Over Strength in Surfing** - The speaker highlights that success, like catching a wave, relies on positioning, timing, and foresight rather than brute arm strength, emphasizing readiness and looking ahead to avoid missed opportunities. ## Full Transcript
0:00Howdy everyone. We've often talked about how fast innovation is moving. It seems like wave after 0:06wave of technology is crashing over us. In this video, we're gonna take a lighter approach and 0:11look at surfing and the lessons it offers to help us navigate today's rapid pace of change. 0:18Part of the relationship to surfing and waves is that technology often comes 0:24at us in waves and just like waves. The economist, Joseph 0:31Schumpeter, in 1942 actually wrote a paper writing about disruption and disruptive waves, 0:38and what he was seeing at that point of how innovation and technology was starting to 0:45impact society and business. And he really defined a set of ways that have been extended now to six 0:52waves. The first wave that you see and these all these waves are all about technology 0:59So they are technology waves. The first wave, which happened about 1:05240 years ago, was really the Industrial Revolution. This is where machines and waterpower 1:12allowed us to build goods faster than having craftsmen individually do it themselves. So we 1:18were able to produce goods quickly. Then we get into the actually the next two waves. The 1:25next two waves are really about transportation. This is the emergence of trains and steam 1:32power. This is the emergence of electricity to power factories. This is all about how do 1:39we extend our ability to manufacture goods and get the goods out to people 1:45wherever they're at, faster than if we had to use horse and buggy to get stuff. So now we're able to 1:51produce goods faster and get it to people faster. Then we start looking at our fourth wave. 1:58Now, in the fourth wave, we started seeing computers come. We saw electronics that are 2:04emerging. We also saw airplanes emerging. So, one, we were able to get goods even further and even 2:10faster and be able to manufacture them faster. So we're able to distribute. But we also saw the 2:15emergence of digital and information and being able to get access to information to do 2:22computations on a much faster pace. And again, a lot of these trends, we're seeing them all deal 2:29with speed, speed of building, speed of accessing, speed of information. That brings us to the fifth 2:36wave. Now the fifth wave is really the internet. Up to this point we had to push goods out, but we 2:42already saw in the fourth wave the emergence of information. Now we're taking that information and 2:47getting it out almost instantly everywhere that people might need it. And so this is really a huge 2:54explosion in a big wave that was all centered around connectivity It also had components of 3:00software in it. If we really think about the internet, we started in 1990. Kind of at the 3:05beginning, this way, with 2.3 million people connected. And by the end, really in 2016, we saw 3:113.4 billion people connected. Now, the next wave starts in 2020. So it's fairly recent. We're kind 3:17of in the beginning of this wave. And this is the wave of AI. And how is AI transforming the way 3:24that we work to actually be faster and, and impact us in different ways by operating on the 3:31information faster. So we're in the middle of this wave. Now, the AI wave itself can actually 3:38also be broken down into a set of waves that kind of describe how it's emerged. And these are all 3:45the AI waves. And there's really just four major waves here. The first wave 3:52is the birth. This is around Alan Turing kind of coming up with the concept of AI. At the 3:58very beginning of computing in 1950. That kind of went into a winter period where we oversold 4:05how good and how powerful AI could be, and we saw a lot of stuff in movies and it didn't really 4:11result. So we went into a winter, but then we started seeing an emergence at the end of the 4:16winter period, where AI started coming stronger by using ML, 4:23by using machine learning. It also started using data to operate on. And we really saw this happen 4:29with the Watson Deep Blue, I'm sorry, the IBM Deep Blue in 1996 as it beat Kasparov and chess by 4:36taking information, learning and being able to play chess and beat Kasparov. Then we kinda move 4:41into the modern area in the modern way. This is really about deep learning. This is really taking 4:47it even further and start having systems like Alexa and Siri that can take information and 4:53respond to a query and actually show a consumer angle to this. All of this started building up 5:00into the wave that we're in now, which is a surge, a real surge of a lot of AI coming at us. 5:06And even this surge can be broken into its own minimal, minimal set of waves that we're seeing as 5:13part of that large surge wave. And so the set that we're seeing, there is one, AI that can generate 5:19information for you. So it recognizes. It consumes a lot of data, recognizes patterns and can show 5:25you patterns and trends, and we can operate off that. That was kinda the first wave in the surge 5:30that we saw. The second wave is that AI that can chat for you, that we actually see the emergence 5:37of large language models of LLMs that can take billions of parameters and interact with people 5:43in a very natural way, go get information and bring responses back. So we see AI that can chat 5:50with us. We ask a question and it can bring a lot of information back. This is gen AI. This is the 5:54RAG models that we're seeing. Then we're seeing AI that can do for you. This is agentic AI. These 6:01are agents. These are agents that can actually go do actions on our behalf, not just bring us 6:08information, but actually do tasks. And it can do that in an autonomous way, and it can do that in a 6:14way that it learns from it. And then the next and final wave that we'll see in this surge is really 6:18around physical AI, where it comes out of the computers and we can physically interact with it. 6:24And of course, all of these AI we waves are bringing a lot of stuff with us that we have to take into 6:30consideration. Do we use A2A? Do we use MCP? Do we use Copilot? Do we use, you know, 6:37LangChain? Do we use LangGraph. Like how do we want to do this. And there's so many technologies 6:42available to this. And these describe all this surgent, this tsunami of waves around 6:48AI that are coming at us. Okay. Enough with waves of change, waves of innovation and 6:55waves of AI. Let's start talking about what this means for the challenges we have and how we can 7:01learn from surfing. So, let's start with the challenges that we have when we're adopting AI, 7:07and how we see a lot of similarity in the challenges that we have in surfing. The first 7:13thing that we think about when we're adopting AI is how do I start? 7:22A lot of times organizations don't even know where to begin with AI. And and in some ways it's 7:28the same with surfing. If I wake up and I wanna go surfing today, it's like, well, do I wanna do 7:33the break that's behind me? Do I wanna drive down the beach? Do I wanna drive an hour away? 7:38How do I wanna do my surfing today? Where do I wanna go? So very similar kinda challenge. Next 7:44thing we talk about is we think about in adopting AI is which technologies 7:51do I want to adopt and use? And this is in the AI world, am I gonna use LLMs. Am 7:58I gonna use a chatbot? Do I wanna do assistant? Am I just interacting and getting 8:02information? Do I wanna figure out am I gonna build my solution or go buy my solution from a 8:08vendor? Or what framework do I wanna build agentic? A lot of questions about technologies 8:13that we have to think about. Same thing in surfing. If I'm going to a break the surf, am I gonna use 8:19a longboard today? Do I wanna put my toes on the nose? Do I need to use a shortboard? Do I need to 8:25use a wetsuit? Do I need a rash guard? So there's all these questions about what do I need to use 8:30today in my surfing session. Then, we start asking about, okay, if I know the technologies, do I 8:37have what I need to continue on? And this is really around 8:44is my data ready? Is my data cleansed? Is it prepped and ready to use an AI system? Also, can 8:51we integrate it? If I bring in vendor systems and chatbots, 8:58can I actually integrate that with my legacy systems and make that work? I have the same kind 9:03of thing with surfing. If I know I'm gonna be longboarding today, do I have the right wax? Do I 9:09have the right fin setup? Am I going with a three fin setup? What length leash do I need to use? So 9:14all of these things, once I know what I'm picking, then I kinda have to make sure that my whole 9:19setup is correct. Then we go and we say, do we have the right 9:25skills that we need to adopt AI? So, and and this one 9:32I feel like we've been talking about in a lot of different sessions. What skills do you need? What 9:39do you need to to develop your models, to train your models? Are you doing Python training for 9:44your agentic systems? All of these things. Do I have the skills? Same thing in surfing. If. What is the 9:49day gonna bring? Is this a big day? Do I have the skills for riding big waves? Is this a small 9:54day so that I don't really have to worry about it much? Or am I going to, like I said, use my 9:59longboard and just do some cruising? Or do I wanna do turns? And if I'm going to do the turns 10:03switchbacks, do I have the skills to do that? So, when I think about where, how I'm going to start 10:09and what I'm going to use, I also have to think about do I have the skills to accomplish that? The 10:14next thing we think about when we're adopting is the timing. When do we need this? And a 10:21lot of times we really start rushing when we want to bring in AI, and and it really is built a 10:28lot on do we have the technologies? Do we have what we need in place? Do we have the skills? Same 10:33kind of thing in surfing. If I just get up and say, hey, I'm gonna go surf, I need to know what the 10:37tides are doing. Are the tides rising? Is it a high tide? Is it low tide? How does that impact where 10:42I'm gonna surfing? Which direction is the wave coming from? What is the wind doing? Is the wind 10:47picking up or is it calm and everything is glassy? So the timing of whether I'm adopting AI or 10:53surfing is also extremely critical. The other thing that we really start thinking about 10:59is organizational resistance. And this is really a cultural 11:06thing as it kinda showed with the waves. It's coming at us really fast. We're in a surge. We're 11:12in a tsunami of technology and capabilities that are coming at us. And there can be some resistance 11:18to say, well, we need to slow the timing down. We need to pause. We need to understand what's 11:22happening. And, so, you can see an organizational resistance starts coming up to prevent you 11:29from doing the adoption. And same kinda thing happens in surfing, depending on where I decide 11:35I'm going to go and what I'm going to need to do. How friendly is that break? Is it a friendly break 11:40and and I can go out and there's no issues? Or is it a very local break, which is going to require a 11:45bunch of different skills to have to adopt to, you know, the resistance that I have from fellow 11:50surfers. So, these are some of the challenges that we really come across when we're adopting AI. So, 11:56what are the things that we can do and lessons that we have learned from surfing that can help 12:03us with this? Well, the first thing that we do is what are you trying to 12:09do? And this is a question that you have to ask yourself, either surfing 12:16or in business. And it really is in the in the surfing world is as I kinda 12:22described. What am I trying to do? Am I trying to go big? Am I trying small? Am I trying to go long? Am 12:27I trying to do a short break? In business world is what are the outcomes? What is it that you're 12:34trying to accomplish? We shouldn't start by saying, oh, AI is here, we've got to do AI. So let's just 12:40start applying all these technologies at it. No, you should really say, what are you trying to do? 12:45What are the outcomes you're trying to accomplish? Same thing that we do when we go out surfing. The 12:52next thing is be ready. Now, when I first started 12:58surfing, I would go out and I would start paddling and trying to get into a wave, and I didn't think 13:04I had the arm strength. Right? I was missing waves that were going through me. I was going early, I 13:08was pearling, and I really thought it was because of a lack of arm strength to get me onto the 13:15wave. What I found out is its it really doesn't have that much to do with arm strength. I mean, it does 13:21play into it, but it's really about being in the right position at the right time. Having the 13:26information about knowing where's the wave breaking? Am I closer to the pink and not off the 13:31shoulder? Am I starting my paddle at the right time? Well, I will catch it at the right time. So, be 13:36ready is a lot about about skills and technologies and having that available. But it's 13:41also about being at the right place at the right time and part of that is to 13:48look two steps ahead. One of the 13:54things that I had happened to me in surfing is I'm sitting out. There is not a lot happening 13:59during the day. And finally some waves come and I say, well, I'm not taking the first wave. I take the 14:04next wave because I'm anxious and I wanna get on the wave. So I get on it and I ride, but then I 14:09see behind it are some great waves. These are waves that I missed because I just wanted to 14:16get going. Right? And a couple of things happen. I either miss a great wave or a big set comes in 14:21and I'm caught inside in the impact zone and I get pummeled. So, you need to kinda think ahead a 14:27little bit about where you want to be. So, what are you trying to do? What are your outcomes? also 14:32look ahead. Where are we going to be in a few steps? Don't rush to adopt a technology that may 14:38be the wrong technology up front, when you should wait a little bit and get the right technology. So 14:44think about where you're going. And this also plays into be patient. 14:51I know these waves are coming fast. I know they're coming at a rapid pace. But, if you've got the 14:57right skills, if you're ready, if you're kinda planning where you need to be, be patient and let 15:04it happen. Let it come to you. Let the wave, let the wait for the right wave to come. And when that 15:10happens, then you seize the opportunity. 15:20Go for it. Jump in and take it. You know you're ready. You know you've planned. You know you look 15:25ahead. You've waited for the right moment. You have the right set of skills and technology for your 15:30outcome you're trying to do, and then you go for it. In surfing, we kinda call this go big or 15:35go home. Right? And you don't necessarily wanna go big or go home in business. the point is 15:40the same. You need to embrace it and you go for it. And this can start pushing in some ways against 15:45the organizational resistance because you need to you you take the risk, which there's a little bit 15:51of resistance for, but you're doing it in a way where you're ready for it. So seize the 15:56opportunity. When you seize the opportunity, you then need to embrace change 16:04and adapt. Every wave is different. You ride one 16:11wave and it goes a certain way. You go out, you take the next wave. Completely different. And so 16:16you constantly finding yourself having to change, okay, this is different. It's coming a slightly 16:21different angle or it's a it's it's breaking a little bit different. So I have to adapt and 16:26change. AI is the same way. The technologies as they keep emerging, they're going to be a little 16:31bit different. They're going to be accomplishing similar goals but in a different way. You have to 16:37be able to adapt and change as these ways of technology are coming, much like I do when we're 16:44riding surf. And then the final thing is to learn 16:50from failure. A lot of surfing is is crashing, not getting up, 16:57doing something wrong. Whatever it is that happens and you learn from that. You adapt and change. You 17:03learn, you get back up and you keep going. Right? And you do something different. And that's because 17:09the waves are keep coming. Right? In technology, the waves are gonna keep coming. So you have to 17:13kind of do this little cycle here of seizing the opportunity. Have everything ready. Seize the 17:20opportunity. Embrace the change. Learn from it and keep going. And if you do all this, then you'll 17:25position yourself in a really great position to embrace everything. And the final thing there is 17:31one more final thing in surfing. Cheer people on. AI in this wave of AI is really kind of once in a 17:38lifetime, once in a generation wave that's coming at us and it's going to be intense. It's going to 17:42be hard. There's going to be failures. Cheer people on. In surfing, when somebody does catch that 17:47great wave, you cheer them on. All right. I hope you enjoyed this video. hope you 17:53liked the analogy between surfing and technology. And now go out there and rip it.