The Big Picture

MiB: Bill Gurley, Benchmark

 

 

In a special bonus episode, I speak with Bill Gurley of Benchmark about his big bets investing early in now-common names like Uber, Zillow, Grubhub, OpenTable and others, plus his new book, “Runnin’ Down a Dream: How to Thrive in a Career You Actually Love“.

He explains that the early days of venture capital were organized more like a law firm or accounting shop; Benchmark created a unique, team-based approach. Gurley credits the huge success Benchmark enjoyed to this structure.

A transcript of our conversation is available below.

You can stream and download our full conversation, including any podcast extras, on Apple Podcasts, Spotify, YouTube (audio), and Bloomberg. All of our earlier podcasts on your favorite pod hosts can be found here.

Be sure to check out our Masters in Business next week with Ed Perks, president of Franklin Advisers and chief investment officer of Franklin Income Investors. He serves as lead portfolio manager of Franklin Income Fund, as well as Franklin Managed Income Fund. He is a member of the Franklin Templeton executive committee, a small group of the company’s top leaders responsible for shaping the firm’s overall strategy.

 

 

 

 

 

 

 

Transcript:

Announcer: Bloomberg Audio Studios, podcasts, radio News. This is Masters in Business with Barry Ritholtz on Bloomberg Radio.

Barry Ritholtz: This week on the podcast, what can I say, another banger. Bill Gurley of Benchmark Capital. Legendary VC, early investor in Uber, Zillow, OpenTable, GrubHub, Nextdoor, Instagram, Twitter. The list just goes on and on and on. What a fascinating career filled with insights, not only about venture investing, but about building a career that you love. I thought this conversation was fascinating and I think you will also, with no further ado, my conversation with Benchmark’s Bill Gurley.

Barry Ritholtz: Before we get into the book, which I found very interesting and your whole career. Let’s start with your background. You get a bachelor’s in computer science from the University of Florida. And then an MBA from UT Austin. What was the original career plan?

Bill Gurley: So I fell in love with computers at a young age. And many people that get to Silicon Valley, you hear that common refrain. I had a Commodore Vic 20 that would plug into your television and it didn’t have solid state memory, so you’d type programs in, but when you turned it off, done, they were done. You had to start over. Anyway, I fell in love with programming as many people do, and just amazed that you could create things, you know?

Bill Gurley: And so that was my undergrad degree. I worked for two and change years at Compaq Computer Corporation, using those skills and discovered that that wasn’t gonna be my long-term path.

Barry Ritholtz: You said you were exceedingly bored at what looked like on paper a dream job. Explain.

Bill Gurley: Well, back then Compaq was a leader in the personal computer business, and we would release one PC and then usually around an Intel generation. You would reach the next PC. And so the, we started on the third project. That was a lot like the second and a lot like the first, and I asked myself a question. I asked myself the question, is this what I want to be doing 30 years from now? And in any organization there’s someone that’s a lifer, that you can ask yourself, is that what I want? And with no judgment towards people that do that. But it became very clear that that wasn’t for me. And this would be particularly interesting for your audience ’cause it’s an investment crowd. At home at night, I had One Up on Wall Street by Peter Lynch. And I had opened a Prodigy account, which was this precursor to AOL and I was starting to get really interested in stocks. I had bought the Value Line. You remember this thing?

Barry Ritholtz: Oh, sure. Came the big notebook with the one pagers, the updates and the three ring binders.

Bill Gurley: Exactly. And like a whole shelf of alphabetical. And one thing I’d really encourage people to think about is, what are you doing in your free time? And maybe, is there a clue that that should actually be what you do full time? And so this thing was itching at me.

Barry Ritholtz: So first gig in finance, was that Deutsche Bank?

Bill Gurley: No, it was Credit Suisse First Boston. So I, while I was at the University of Texas MBA program, I thought about venture, but it seemed very hard to get towards. I liked technology, I liked disruption, I liked programming. And it seemed hard to get at, but at that time when you get to business school, some young adults like to pretend they’re financiers and so they read Fortune, Forbes, the Wall Street Journal and the Atrium, you know, as if. And I would read the tech articles and there was a team at Goldman Sachs on the sell side. And the sell side I think was more kind of held in higher regards back then. And this team with Dan Benton and Rick Sherlund at Goldman got quoted all the time and I said to myself, you know, I really love my corporate strategy class. I love technology. These people get to opine on it and are treated as experts.

Bill Gurley: So I went to, I came here to New York, I knocked on doors cold. I asked that particular team for a meeting. They let me in. I’m a first year at the University of Texas. They let me in and I told all the other research directors, I’ll be in town meeting with those guys. And I got like 10 meetings doing that. And one of those individuals was Al Jackson. And he gave me a shot. And I can remember the first day of orientation, there were like 40 new people from MBA programs and we had to go around and say our name and school and it was what you’d expect, Columbia, Wharton, Harvard.

Barry Ritholtz: But you were the University of Texas. You’re the odd man out for sure.

Bill Gurley: But I’m so grateful to Al for giving me that shot. The sell side analyst job has one trait that is remarkable, which is you immediately get to start talking to CEOs and CFOs and I don’t know of any other job where that just happens right away, right outta school.

Bill Gurley: So the access was amazing. I ended up getting to cover the industry I worked in, the computer industry. I got to know the team at Dell. This story involves our mutual friend Mike Mauboussin. But because of something Mike taught me, I got very bullish on Dell and it was trading at six times earnings ’cause they had had some issues. I think they had a CFO that was doing some currency swap, they had an options, a currency thing that went wrong. And their laptop caught on fire. And both those things happened at the same time.

Bill Gurley: And Mr. Mauboussin had really gotten into ROIC analysis at that time, one of the first people to really get behind it. And he had me read this book Valuation from McKinsey and the Stern Stewart book. And when I ran those ROIC calculations on all the players, Dell was like, it stood up way above everybody. Way above everybody. ‘Cause they were building to individual order. They weren’t building to inventory. The balance sheet was not tied up at all. They had a positive cash conversion cycle. It was unbelievable. You just had to weather the storm and on the other side.

Barry Ritholtz: But that means you’re buying something?

Bill Gurley: Well, we went strong buy because of this ROIC differential that no one was talking about. Michael kindly tweeted about my book the other day and said he taught us some things we didn’t know ourselves about our business. And it was a great run. I mean, that really launched my career. ‘Cause that stock went up a hundred x.

Barry Ritholtz: In the public market. That’s a home run. That’s a venture-like return from a public company. How did you end up at Deutsche Bank from CSFB?

Bill Gurley: I had the same thing happen one night. I was at Park Avenue Plaza on the 36th floor and I was there at like 10 PM as the young people do. And I walked around and the lifers were in the corner offices and I stopped in front of each of their offices and I said, is this what I want to do the rest of my life? And that night when I walked home, I knew it wasn’t.

Barry Ritholtz: You’re out the sell side.

Bill Gurley: But I loved the sell side. I had a great run, getting access to all those people being here in New York, working on Wall Street as a young person, like, it gave me so much energy and excitement. It’s just a different deal. But I knew it was time and I started looking around, I almost took a job with Capital Group in LA who I still hold in immense regard as an investment organization. And Frank Quattrone called me out of the blue. And Frank was leaving Morgan Stanley, he’s the most notable high tech investment banker of all time. And he sat down with me and we had a very candid conversation. He asked me what I wanted to do long term. And I told him, I said, I’ve come to this conclusion. I don’t want to be a sell side analyst anymore. He said, what do you want to do? And I said, I think I want to be a venture capitalist. And he said, this almost sounds too good to be true. He says, come to work for me for a while. Be a sell side analyst a little bit longer. I’ll move you to Silicon Valley. I’ll put you in the epicenter and I’ll introduce you to every venture capitalist that I know. And he knew ’em all.

Barry Ritholtz: Wow. So he was probably the axe on tech IPOs, certainly one of the top three.

Bill Gurley: And so I took that trade. He did everything he said. I only worked for him for 13 months. And in that window we secured the mandate for the lead left position on the Amazon IPO, which turned out to work out pretty okay. And that’s such a great piece of IPO tech history. If you, no one could name who’s lead left on the Amazon IPO and you can go find, I do this frequently. Go look at the S-1 and it’s Deutsche Morgan Grenfell, lead left.

Barry Ritholtz: Wow. So how did you transition from working with Quattrone at Deutsche Bank to Benchmark? If you’re right in the heart of Silicon Valley, he did what he said. He introduced you to every VC.

Bill Gurley: I was taking, so out of that list, I’m taking quarterly meetings with Benchmark where they’re inviting me into their Monday meeting and we’re just chatting about where the industry’s going. He really did what he said.

Barry Ritholtz: But why Benchmark as opposed to Sequoia, Kleiner Perkins? There are dozens.

Bill Gurley: Well, actually my first offer into venture came from Ann Winblad. And I was so eager to get into venture. When the offer came at Hummer Winblad, I said yes. And I didn’t know what I got involved in. The organization was structured like a very traditional firm where the founders made more equity than the young people. And there was also a bit of a power differential where the person that got to dictate how things went were the elder statesmen. Old school lawyer, accountant type structure. All set.

Bill Gurley: And the Benchmark guys had lived within those frameworks and had decided to do something crazy, which was to create an equal partnership where everyone makes the exact same amount of money and everyone has the exact same power within the organization for decision making and there’s no leader. And I can’t tell you what it’s like to have someone from an organization like that reach out to a young person and say, come on and be a part of this versus the traditional one. Be a partner.

Barry Ritholtz: Although I would imagine the whole eat what you kill ethos could be a little intimidating.

Bill Gurley: Well, but here’s the thing. I think at those hierarchical firms, there’s an up or out mentality. So the people at the bottom live in constant fear of what you’re talking about. And they also get sharp elbow to the side. At Benchmark, these founders were gonna split equally whatever I did. And so what I found was the cultural zeitgeist that came out of that structure is one of immense help and support. And so I immediately had four mentors who had been doing this a lot longer than I did, who were in my corner every single day. And then you get to live through bringing other people in. It’s a wonderful recruiting tool to tell someone you’re gonna be equal, but then you win when they win. And those original Benchmark founders who did very well with their eBay and Ariba investment in Fund One, they all participated in the Uber investment that I brought to the table. And today, Eric Vishria has got Cerebras and I’m gonna benefit from that. And it’s a culture that I think is really great for generational change.

Bill Gurley: And when I talked to LPs about what, I mean the LP doesn’t have much they can control, right? They’re trying to decide and the window for how successful a fund is moving from seven years to 15, like you’re getting past, the time you’re gonna turn around and analyze whether an investor’s any good or not, you’re gonna be retiring. And so what you can study is, do you think the organization has elements that will cause it to be able to succeed with generational change? And I think one of the proudest things of just me serving as part of it is that we were able to move from a place where the founders were the ones behind all the winners to where the next generation was.

Barry Ritholtz: So when you joined Benchmark, I think you were relatively, I don’t wanna say a unicorn, but there weren’t a whole lot of public market research folks in the VC world then. Now it seems that it’s a little more common, but were you a little bit of a one-off when you joined?

Bill Gurley: I know a piece of history that’s probably not well known, but Ben Rosen of Sevin Rosen, who’s not a brand you hear much of anymore, and was involved in Compaq. He was actually the chairman of Compaq. He was a semiconductor analyst in the seventies. So he was the first one, and then after me, and kind of at the same time, Danny Rimer was a sell side analyst. Mary Meeker was a sell side analyst. So there were, the weird thing about venture is if you polled people on their background prior to venture, there’s real diversity. There’s like a whole bunch of different pathways. Mike Moritz was a writer.

Barry Ritholtz: I recall that. There’s a handful of us that came that path. Huh. Really interesting.

Barry Ritholtz: Coming up, we continue our conversation with Benchmark’s Bill Gurley, discussing his new book, Running Down a Dream: How to Thrive in a Career You Actually Love. I’m Barry Ritholtz. You’re listening to Masters in Business on Bloomberg Radio.

Barry Ritholtz: I am Barry Ritholtz. You are listening to Masters in Business on Bloomberg Radio. My extra special guest today is Bill Gurley of Benchmark Capital. He has a new book, Running Down a Dream: How to Thrive in a Career You Actually Love. I love the Tom Petty title. What led you to start with that?

Bill Gurley: I put together back when I was super active writing blog posts, I would keep these notes in digital form, but I would start, I’d probably start three or four times as many blog posts as I finished. And so if an idea popped in my head, I’d just write notes down and see if I went back to it. And that was a note. I had read these three biographies of people that were from very different fields that all started on the bottom rung and became remarkably successful in their field. And I noticed a through line between ’em and I just wrote it down the same way. I would figure out how an internet marketplace company might thrive. Like, oh, do this, this, and this.

Bill Gurley: And I got invited one day back to my alma mater to do a speech at Texas Business School, and I asked if I could do this one. And so then I developed it a little more and I put it out there. They put it on YouTube and a few people noticed. And one of those was James Clear, who wrote Atomic Habits. And I don’t wanna make this sound too mushy, but at some point I decided that it was time to declare victory and hang up my boots in venture. And it was a decision. I spent 25 years in venture capital. I loved every minute of it. It was my dream job, but I wanted to start doing other things. And there’s a great book by Arthur Brooks, From Strength to Strength, that talks about people that reached that stage in life. And it really spoke to me and I decided to push this book out.

Bill Gurley: And two people had really gotten behind me and pushed me to do that. One of ’em was Tony Fadell, who invented the iPod and was head of engineering on the iPhone.

Barry Ritholtz: I knew I recognized that name from, he had a book called Build. He also started Nest.

Bill Gurley: And he told me that it was the best thing that he’d ever done. And that’s kind of hard to believe. And then I was talking to Danny Meyer last night, the famous New York restaurateur and founder of Shake Shack. And he said the same thing. He said the book Setting the Table was more rewarding for him than anything he had done. And I asked him, why is that? And he told a story, this is a very long answer, I’m sorry. He told a story about being in Africa at a hotel and one of the local workers in this restaurant he was in told him, look at how I’m doing the eggs. And it was a technique out of his book Setting the Table.

Barry Ritholtz: Oh, really?

Bill Gurley: And the reach, his argument was the reach that he could get in sharing what he knew via a book was exponential compared to what he could do just opening another restaurant. And that was powerful. Anyway, once again, it sounds maybe a little too mushy or sacky, but if I’d have written a book about being a VC or an investor, there’s only a handful of people it might have touched, and I felt very compelled to share this because I thought it could have a bigger, much bigger reach. Because it’s not just about a career. It could be applied to career in investing, but it’s a much broader book about doing what you love.

Barry Ritholtz: So let’s talk about some of the items from the book, starting with, there’s a stat, I think it’s in the introduction. It’s not even the first chapter. Six in ten people say they’d do something differently if they could start over. That’s a horrifying statistic.

Bill Gurley: Well, we were studying this Gallup poll that said like 53% of people are quiet quitting at work. They’re not engaged or don’t consider themselves engaged at work. And I think other people have echoed those types of thoughts. And on a whim, I was working with a co-writer and researcher. We did a Survey Monkey survey and asked this question, if you could start over again, would you do something different? That one came out seven in ten.

Barry Ritholtz: Wow.

Bill Gurley: We hired Wharton to do an official academic review, and that one came out six in ten. There’s a book by Daniel Pink about regrets called The Power of Regrets, and he says that the regrets of inaction, the stone unturned, the path not taken weigh in our brain. We ruminate far more on those than regrets of action. So we let ourselves off the hook for making mistakes. We’re pretty good at getting past them and moving on. But the thing we never tried, it really eats at us.

Barry Ritholtz: I forget the name of the book. They interviewed a bunch of 90-year-old people talking about their life regrets. And it’s never the commissions or errors, it’s always the things they never did. ‘Cause in your mind, you imagine an entire different pathway.

Bill Gurley: Exactly. And that’s the regret of, and one of the catchphrases we use in the book, which came from my partner Kevin Harvey’s, life is a use it or lose it proposition.

Barry Ritholtz: For sure. Absolutely. So the idea of career regret, you lay out a variety of principles to avoid it, starting with obsessive curiosity. Dive into that. Tell us about obsessive curiosity.

Bill Gurley: All of the people that we studied and what we expanded it from the presentation I gave at the school, and probably read a hundred biographies, but every single one of these people are obsessive learners in their field. And you and I are both, I already mentioned, but you and I are both friends and a fan of Michael Mauboussin. And I don’t think there’s a human that reads more books on finance than Mike. It’s a race between him and Warren Buffett. And he fully synthesizes them. One cheat code if you want to chase a dream job in investing is you could just start by reading Michael’s books because he’s read all the other books and it’d be a great place to start.

Bill Gurley: But I literally have a couple of chapters in here based on his work. That’s ’cause he’s just so seminal in so many ways. And in the book you’ll see examples of Danny Meyer, the restaurateur, Bob Dylan, the folk singer. There’s this part we uncovered. Most people, I’m sorry that the new movie missed this, but you get more of it if you go back to the Scorsese documentary. Some people called him a music expeditionary, so he studied music at a level. No one would know this if they just listened to Dylan, but he is obsessive about learning about the art. And early on they called him a mimic because he was able to parrot every other artist that he studied. And even today, he did a podcast for a while where he went through histories of music. His newer book goes through 50 songs that he thinks changed the world.

Bill Gurley: This study element is just inherent in so many of these people. And what I love about, first of all, I think it is a defining factor of success. Does continuous learning in your field come easy to you? And it’s a great test of whether you’re pointing in the right direction or not, because if it feels grindy to do that, you’re not in the right place.

Barry Ritholtz: That’s right. You need to try some other things. You’re gonna laugh. Every morning I take a quick look at a bunch of headlines and run through and I saw something this morning that said there’s a high correlation between people who read books and longevity. So all these folks chasing down blood treatments and all these longevity things, it turns out just read a couple of books a month, you’ll extend your lifespan. How about that?

Bill Gurley: Really, really interesting.

Barry Ritholtz: So you mentioned Danny Meyer, you mentioned Bob Dylan. Sam Hinkie, the coach is another one. What, when I first got the book, I’m always a little nervous when I get a book and I’m like, oh, this is gonna be preachy and tedious, but it wasn’t. It’s interesting and narrative driven. What led you to the storytelling format of all these people’s life experiences as opposed to the more traditional?

Bill Gurley: Your listeners can’t tell because we’re not on video, but I’m smiling, grinning ear to ear, and I’m so glad you noticed that. So there was quite a bit of intention in that. Just as when I was a computer scientist, I was at home trading stocks as an investor. I developed on the side somehow, I guess through this act of reading, just a super appreciation for really well written nonfiction.

Barry Ritholtz: And there’s actually two books back of the book. You have chapters on all your favorite books.

Bill Gurley: There’s a book called The New Journalism and a follow-up called The New New Journalism. Tom Wolfe put together the first one, the second one is writers people would know more today, that studied the craft of great nonfiction writing. Like that’s what that book’s about. And it covers Lewis and Krakauer and Gladwell and all the books that have done extremely well. And there is a through line in there that storytelling is something that people really love to read. Morgan Housel was on this podcast called Why We Write. And he went on and on about that technique, and I had discovered it as well. And so my co-writer actually does most of his work for The Atlantic.

Bill Gurley: And so every, the book’s divided into two halves. There’s profiles and there’s principles. And if you look at the table of contents, we interleave them, which was a technique I borrowed actually from Michael Dell’s book, where he interleaved two stories in the same book. And the idea there was, there were two things behind that. One, I thought the book would be more readable if it did that. A lot of the books that are the cornerstones of the career category, like Designing Your Life and What Color Is Your Parachute, are structured more like a textbook. And I just felt that if it were more readable, it would be more approachable and more consumable for more people. And then I also, and this goes back to what Morgan Housel was pushing, reading the stories is, I think, puts it in your memory a little bit better than just reading a principle alone.

Barry Ritholtz: Oh, we are geared to remember narratives as opposed to data or dry principles. The intentionality behind telling stories makes it very readable as opposed to, let’s be honest. What Color’s Your Parachute has been in print for, I don’t know, 57 years. Still in the top 10 in the category, but it’s kind of a slog to ply through. It’s like reading a textbook.

Bill Gurley: And when is the test?

Barry Ritholtz: So I have a couple more questions about the book. The book seems to be very much a bit of a pushback to modern hustle culture. Was that on purpose or was it really, Hey, you know, it’s not a grind if you’re really enjoying it and you should listen to your own body’s signals that I’m really hating this, but I’m grinding it out.

Bill Gurley: One fortunate thing in putting this book together is, and I think this is really just easier in the modern world, we were able to connect with some true, amazing leaders in this field. So we ended up talking to Adam Grant and Daniel Pink and Angela Duckworth and people that have really made a name for themselves in this field. We stumbled across a podcast Angela Duckworth had done recently where she was looking back 10 years after on Grit, the book. And the original thesis of grit was you need passion and perseverance. And she said if she were gonna rewrite it, she would maybe instead of 50/50, say two thirds, one third passion. And her fear was that we’ve taught young adults how to grind. And I feel that the evolution of the college matriculation conveyor belt has been negative. I feel like it’s become an arms race to get these kids into the hardest schools. The schools aren’t expanding capacity. So they just keep getting harder and harder to get into. And the kids get taught to fill their schedule with programming so that that resume can be perfect and they’re not given the time to really explore and find, and many people don’t really know what their dream job is. And some of ’em might not find it till they’re 30 or 40, and that’s okay too. But we’ve pushed and pushed and pushed and many of ’em have risen to the occasion of doing all that work, but they graduate from college exhausted.

Barry Ritholtz: You describe this whole section, step off the conveyor belt. I was just watching something about Norway. This tiny little country, yet it dominates the Winter Olympics despite lots of other cold weather countries. And their secret is all these kids are encouraged to join sports as kids. But unlike here, there’s no trophies, there’s no competition. It’s do what you want for as long as you want, as long as it’s interesting. And every one of their medalists say, yeah, I was a slalom skier till I was 14, and then I switched to whatever. But I had the background and it was great. There was no pressure. You could do what you want.

Bill Gurley: It turns out letting kids play is a great strategy. And I’m not the first one to make that point. And there’s a chapter in Coddling of the American Mind titled The Decline of Play. And I do wonder if it’s harder to find your obsession and find this thing that you’re totally fascinated with if you’re stuck in this game not of your own making. And you know, it’s funny. The phone, which is always within reach, means that you’re never bored. But boredom is what leads to creative output, and I’m wondering what this generation is gonna look like down the road.

Barry Ritholtz: Well, hopefully some of ’em will be able to get ahold of this book and find their way to a better place.

Barry Ritholtz: Coming up, we continue our conversation with Benchmark’s Bill Gurley talking about the state of venture capital today. I’m Barry Ritholtz. You’re listening to Masters in Business.

Barry Ritholtz: I am Barry Ritholtz. You are listening to Masters in Business on Bloomberg Radio. My extra special guest this week is Bill Gurley, his new book, Running Down a Dream: How to Thrive in a Career You Actually Love is out today. He’s also a member of Benchmark Capital, a legendary venture firm. Let’s talk a little bit about some of my favorite Benchmark investments that I seem to use constantly. I think it’s ironic we’re recording this the day after this giant blizzard hit New York. The trains aren’t running. The buses aren’t running. I took an Uber here, so kind of full circle. You are the guy who brought Uber to the public attention, funded it and walked it through the IPO. Zillow I use all the time. OpenTable I have to use a few times a week. Tell us about these giant consumer-facing companies that became wildly successful.

Bill Gurley: So I stumbled upon, and this actually will involve Mike Mauboussin again. Him and I were working together in the research department at CSFB and we became enamored. We became book sharers. And that’s been true for 30 years. But we became enamored with this book Complexity by Mitchell Waldrop about the rise of the Santa Fe Institute.

Barry Ritholtz: Which I know he’s involved in.

Bill Gurley: Yeah, I am as well. And Bill Miller of Legg Mason. Long, long time involvement. Carl Kawaja from Capital Group just joined the board. So there’s a handful of investors that get a lot out of it. But the original book highlighted this guy named Brian Arthur and Brian had done work on what he called Increasing Returns. And they published one of his pieces in Harvard Business Review. It was ironically co-written by Cormac McCarthy, but no one knew it at the time, and that’s come out since then.

Bill Gurley: Anyway, Increasing Returns was this argument that if you have the right pieces in place, your company will accelerate towards winner take all. And when I read that and I started looking at what was capable with the internet and possible, this notion really was prominent in my mind. And I can remember, I think the first one of those that we invested in was OpenTable. And I remember my partners pushing back and saying, selling computer hardware to a restaurant is a crappy business. And SMBs, how we ever scale it. And the idea was, well, if you’ve got all the restaurants on, the consumers would only want to go there. And if you got all the consumers on, the restaurants would feel obligated to be in that place. So there’s no reason to have multiple of these things. And that was a thesis when we made the original bet. We lived through the .com burst and had to grow after that. But it did play out that way. And the network effects were present. And then from there, I started thinking about what other industries would that apply to? And that’s what led to all these other things.

Barry Ritholtz: So OpenTable leads to Uber, leads to Zillow. Is that the progression?

Bill Gurley: Yes, absolutely.

Barry Ritholtz: ‘Cause you know, it’s hard to argue that those three are pretty indispensable. What about others that stand out? Nextdoor, GrubHub? What else is in that group?

Bill Gurley: Yeah, and Stitch Fix did really well. And in the, you know, also the firm, while I was there, invested in Twitter and Snapchat and so many different companies in the social space, Instagram. I don’t know how we did ’em all.

Barry Ritholtz: Well, you didn’t do ’em all because, first of all, VCs in general do something that I’m very much enthralled with. They’re kind of proud of their failures. Which the rest of finance is sort of terrified of. The idea that, hey, we invested in this, it went to zero. We skipped this, we missed this. A lot of VCs on their websites have, here’s what we blew. Here’s what didn’t work out. You very famously missed Google. What were the lessons from that experience?

Bill Gurley: Well, the, I think the biggest takeaway, which leads to what you just described, Barry, is that when you miss a big winner, it’s very asymmetric to the counterfactual, right? If we invest $12 million and it goes to zero, you lose one time your money. If you fail to invest $12 million in Google, you miss out on a thousand x. And so over the years at Benchmark, I would tell you that I don’t recall very many discussions at all about, oh, that one went to zero. You orient, my partner Bruce came up with this phrase, what could go right? You orient yourself towards the failure being missing out on a huge winner. And so we changed how we, the kind of things that we studied as failure that you want to correct.

Barry Ritholtz: And how different is that an experience and a process from making investments in existing legacy public companies?

Bill Gurley: Well, I don’t think you have the potential for the thousand x’s often, right? And so the thousand x can make up for eight losses that you never heard of. And so it just forces you if you’re in that big game hunting mindset to really, really focus on could this work as opposed to could it fail and only be obsessed about that part. And I think it’s different. I think, and because we are oriented to absorb failure at a level that you can’t do in the public market.

Barry Ritholtz: So you mentioned it’s one in ten. Is it that much or is it closer to one or two in a hundred? For the big, big outliers?

Bill Gurley: Of course, it’s what you’re saying. But one in a hundred could return the fund. You gotta find that one. I mean, think about that. That’s a really weird dynamic to be out there doing.

Barry Ritholtz: So I’m legally obligated to ask you about AI and artificial intelligence. How do you look at this sector? What do you think is gonna happen?

Bill Gurley: One last thing before you go to AI. I think that the venture industry is constantly evolving. And today’s venture industry looks nothing like what I practiced, which looks nothing like what the generation before me saw. It has gotten way more competitive and the best investors have become aware of power laws where these big winners go on forever, and they become these trillion dollar companies. And as a result, they’re very comfortable now betting it forward. And so we have firms like Thrive and Coatue and Altimeter are willing to put big, big checks into private companies in a way they never would have in the past, making the bet that that compounding law is going to keep playing out.

Barry Ritholtz: Huh. So everything’s changed. So that raised a really interesting issue. Benchmark has stayed kind of small. Early, nimble, while a lot of other VCs really beefed up. What is it about avoiding becoming a mega fund, chasing late stage growth that was so appealing to you guys?

Bill Gurley: So one, I do think we’ve reached the point of the industrialization of the venture capital world, and these funds and these assets under management are starting to parallel large PE firms. And I think one, it’s very hard to stay focused on the artisan craft of identifying early opportunities if you’re running this thing that has to look after, it’s hard to get excited about a $7 million investment if you’re managing billions and writing $500 million checks. And you’re earning, by the way, a management fee and a venture carry on the 500. Why would you? You just get oriented differently. And second, I think it’ll be very difficult for those firms that get that big to have IRR that is anything other than industry at best.

Barry Ritholtz: So you’ve been pretty loud about valuation discipline and the risk of having a high burn rate. Is that a function of looking at earlier stage companies or is it just simply an analyst discipline of looking at companies?

Bill Gurley: I think it’s the latter. I think it’s reading all those books, like studying Buffett, Graham and Dodd. Like I brought to the venture capital industry a study of investing history that most VCs never have. And I think it was differentiating for me. Some people call me the VC Cassandra, but that’s okay.

Barry Ritholtz: So you’re, I would think, I think of you as an elder statesman in the VC community. But you’re hinting at something. I’m gonna ask explicitly. What rules have too many venture capitalists not learned that you think would behoove them and their firm to go back to some basics and focus in on that’ll help both their returns, their LPs and their funded companies?

Bill Gurley: The thing I would say to answer that, Barry, is that it’s always going to the, Howard Marks wrote this great piece a long time ago who highlighted that the way you make really good money is to have contrarian, non-consensus predictions that are right versus wrong. And right now in AI, these big waves create so much wealth that I think for a moment when the waves happen, you have to move past that and realize that the wave could be so big that you can just plow in. But eventually Howard’s gonna be right and eventually the market is gonna become oversaturated. There’s this great book by Carlota Perez where she says that bubbles always follow real waves because you attract speculators and charlatans. And people would want you to say, if you use the word bubble, you don’t believe in AI, but it’s the opposite. I believe that it’s real, and that’s why it’s attracting the charlatans. And eventually we’ll go over the top. We always do.

Barry Ritholtz: Every new technology comes with this void of people that are deeply enmeshed in it, knowledgeable and articulate. And so there’s just a rush to fill that space and they get rich quick. And when people are getting rich quick, fools rush in. I love the Bill Bernstein quote. We use the word guru because it’s too difficult to spell charlatan, and it’s really very much true.

Barry Ritholtz: So let’s stick with the concept of variant perspective. Another phrase I really like and part of the job of being both contrarian and right. What do you think is a non-consensus view you’re willing to articulate today that’s gonna look obvious 10 years from now, but right now very non-consensus?

Bill Gurley: The thing that pops in my head just ’cause people have been talking about it the past few days. I think this paper that came out yesterday is just completely over the top. And the notion that every tech company in the world needs to have their terminal value set to zero is probably not true.

Barry Ritholtz: I love the barbell. Either AI is a bubble that is not gonna do anything for us, or it’s gonna be so effective, everybody’s gonna lose their job. Isn’t there anything in the middle? Hey, maybe this is a useful technology.

Bill Gurley: Well, look, if Buffett’s the one that said be fearful when others are greedy and greedy when others are fearful. So if AI fear is the topic of the day, the contrarian thing to do would be to try and figure out where, what price points you believe represent true value. And I’m not saying we’re there yet, but hey, since the zero interest rate period, high tech stocks have been rather expensive from a PE standpoint for what, seven years. Now they’re on sale.

Barry Ritholtz: All of a sudden Buffett says you wanna be a net buyer. So we should all be excited. People don’t, I heard last year that the magnificent seven, all this market concentration is gonna kill us. And yet, last year, only two of the seven beat the S&P 500. So this sale process started a year ago, and then so far this year it’s pretty clear the rally is broadening out. It’s going to other stocks. We continue to see sort of a rotating sell off as these AI fears hit different companies. It’s gonna be really interesting to see what’s gonna get cheap and attractive and fear driven going forward.

Bill Gurley: Yes, I agree. That’s where you should be looking.

Barry Ritholtz: Before I get to my favorite questions, I have one other sort of non-consensus question to ask you. What do you think people are either not talking about or thinking about that they really should be? What topic is getting overlooked, but should really be much more front and center than it is?

Bill Gurley: Everything but AI. I mean, I’ve never been in a scenario where everyone’s so all in on this one thing. And it is important. I think the best way to protect yourself against AI disruption is to run at it and be the person in your field that knows the most about it. But boy, everything else is just not being discussed.

Barry Ritholtz: Huh. Everything else. So let’s jump to our speed round. Our favorite questions. Let’s do it. Tell us about your early mentors who helped shape your career.

Bill Gurley: Well, I already mentioned Mauboussin. It was kind of more of a peer, but still I was so lucky. Al Jackson gave me that first job on Wall Street. When I showed up there, there was a gentleman named Charlie Wolf. I don’t know if you’ve ever met him.

Barry Ritholtz: Of course, Charlie Wolf. Charlie Wolf was one of the few guys bullish on Apple when the first iMacs came out and the iPod and the street did not understand Apple. And he’s the only guy who did.

Bill Gurley: And Charlie was a force of nature. People loved him. He was a professor, simultaneous professor at Columbia and sell side analyst on the street. And I got to hang out with him.

Barry Ritholtz: That’s a name I haven’t heard in a while. He passed away, unfortunately.

Bill Gurley: Unfortunately.

Barry Ritholtz: You mentioned a lot of books. There’s a whole chapter at the back about various books you and other people recommend. What are you reading currently? What’s interesting?

Bill Gurley: I’m reading an unreleased copy of David Epstein’s new book called Inside the Box. He did Range, which I adored. And anyway, Inside the Box, where he’s talking about how constraints drive creativity and it’s really been, what I love is when a book makes me think differently and about other things, and I’ve already, he and I have already started to have a text thread about taking it even further beyond what his intention was, which is awesome.

Barry Ritholtz: That description immediately makes me think of the scene from North by Northwest. I don’t know if he mentions this in the book, I having not seen it. The Hollywood MPAA code did not allow movies to show a man and a woman getting into bed. So it’s Cary Grant and I forgot which leading lady is the woman. And they’re on a train and they’re not allowed to both be seen in bed and then cut to the image of the long train driving into a tunnel, all the subtlety of a sledgehammer. That was fine, but the two of them sitting on, that’s the constraint that forced Hitchcock to say, oh, you’re not gonna let me do this, hold my beer.

Bill Gurley: And I had mentioned earlier, Tony Fadell, he would tell me that Steve Jobs for the iPhone, he didn’t come in and dictate every little thing, but he would say, I want it this thin. And by just saying that, rather than how thin can you make it, he forces people to think creatively about, and you come up with more ideation and innovation than without the constraint.

Barry Ritholtz: Huh. Really, really interesting. What are you streaming these days? What’s keeping you entertained?

Bill Gurley: I just watched Severance and I, my wife just started it without me, and I’m annoyed.

Barry Ritholtz: How’d you like it?

Bill Gurley: I loved it. Really, actually, I really did.

Barry Ritholtz: That’s on the queue. She was so good on Better Call Saul. But this is her shining, she already won the Emmy for it. But the implications from AI are really clever.

Bill Gurley: Well, I’ll, it’s definitely on my list to check out.

Barry Ritholtz: So my next two questions are kind of answered in the book, so essentially it’ll be a summation. What sort of advice would you give to a recent college grad interested in a career in either venture capital or finance?

Bill Gurley: Well, in finance, this is gonna be so redundant, I apologize. I would tell them to go read Michael Mauboussin’s five books, because Mike has read every single, Mike’s the most read financial mind that I know of. And he synthesized everything he read in those books. And so it would be like starting on second base. I talk about in the book that you should study the history of your field. And if studying the history of your field’s uninteresting, once again, I think you’re in the wrong place. And so that would be it. Like start with the masters, Graham and Dodd, and read the Buffett letters. It’s all out there. It’s so wonderful. There’s never been a better time to learn in the history of the world because it’s all available.

Barry Ritholtz: I’m so surprised more people don’t talk about The Success Equation because the idea of the impact of luck, and he talks about investing, business and sports. We underestimate luck tremendously, and it’s such a great book.

Bill Gurley: But you can improve your luck. Increase the surface area of luck is the phrase that always sticks out. And there’s a principle in the book called Go to the Epicenter, where we recommend if you can at all, go practice where everyone else is practicing, precisely to impact that equation.

Barry Ritholtz: And our final question, what do you know about the world of venture investing today that might’ve been useful 25 years ago when you were first starting?

Bill Gurley: It probably goes into the thing we already drilled into. Like had I been more open-minded to the question what could go right and pursued the Google investment. Maybe I retire earlier. Maybe we’re not talking about the book.

Barry Ritholtz: I have a feeling you would not have retired early. You would’ve kept going ’cause you seem to really love what you did.

Bill Gurley: I did. No doubt.

Barry Ritholtz: So Bill, thank you so much for doing this in the middle.

Bill Gurley: Can I leave you one last thing?

Barry Ritholtz: Yeah, absolutely.

Bill Gurley: The book was written for the hero that would make this journey, but there are people in every hero’s life that act as advisors and counselors as parents, and there’s a whole bunch of people that shape your career process. I think they’re gonna get a lot out of this book, even though it’s not written to them, because I think there’s this overwhelming, well-intentioned instinct to put the economic stability of a child’s life at the front. And I’m not sure it’s the right answer.

Barry Ritholtz: Huh. Coming up, we continue our conversation with Benchmark’s Bill Gurley. I’m Barry Ritholtz. You are listening to Masters in Business on Bloomberg Radio.

Barry Ritholtz: I am Barry Ritholtz. You are listening to Masters in Business on Bloomberg Radio. My extra special guest today is Bill Gurley of Benchmark Capital. So Benchmark has really put together an extraordinary track record. Uber, OpenTable, Zillow, Stitch Fix, eBay, go down the list. What is it about Benchmark’s model that was so unique and really produced better outcomes than so many VCs have over the years?

Bill Gurley: Yeah, I really, and I have to give the credit to the founders because they’re the ones that put this structure together. But this equal partnership structure has a cultural dynamic that encourages immense amount of support from the partnership. I certainly didn’t have a fear of failure or anything like that. And also an element of peer pressure. So the pressure’s not a pressure of do this or you’re out. It’s a pressure of my partners putting up these wins and I’m sharing equally, I need to do that myself. And so it’s more the way maybe someone on a sports team might do well and encourage other people on the team to do well as well. And for me, and I won’t say that this is necessarily true for everybody else, for me, that culture was a perfect fit. I enjoy having the camaraderie and the support of other people. I wouldn’t enjoy being a solo GP and making decisions on my own.

Bill Gurley: There’s some great work that’s been done on group dynamics and group analysis. And one of the really clever things is the group tends to know the weaknesses of the individual better than the individual themselves. And if you’re aware of that, you can use that to help your group decision making. So I just adored every bit of it. I love that the firm is tilted towards thinking about the work as a craft or an artisan. And I find that to be true of almost everyone I profile in the book. If you care about nuance and detail, it’s typically because you’re treating the art of what you do in a craft-like fashion.

Barry Ritholtz: Huh. Really, really interesting. And I think that’s what Benchmark does. Venture capital as a team sport. Do you wanna draw any parallel to playing ball? Anything that comes into that?

Bill Gurley: Well, I just, I mean, I think it could go beyond playing ball, but do you create a team culture where greatness is gonna be expected as an output? And I bring that up ’cause you mentioned Sam Hinkie in the book. I think the best coaches try and foster that. It’s not just about your individual performance. You’re a team.

Bill Gurley: And people, I think, should be more fascinated with what Bezos did at Amazon and Elon has done across multiple companies because the individual, everyone knows that Bezos and Elon are innovative and independent thinkers and contrarians, but how do they scale a company to hundreds of thousands of people? How do you take that mindset and put systems in place where it’s propagated all the way down? And I don’t think enough work is going into figuring out what they do.

Barry Ritholtz: I’ll give you another interesting example. Satya Nadella probably led the, either the first, probably from a market cap creation standpoint, the best turnaround of all time.

Bill Gurley: No doubt about that. Absolutely true.

Barry Ritholtz: I mean maybe Steve Jobs, but I don’t think, 20 years earlier. Those two. But that one almost went down to the studs on the remodel. If Gates didn’t save Apple, that would’ve been it. They would’ve been done.

Bill Gurley: So Steve was starting with more bare metal. Satya had to turn this bigger ship. And he claims what he did is he told everyone we’re gonna go from being a know-it-all to a learn-it-all culture. And man, if that one heuristic is what was the key to this? Kudos to him. And what a miraculously simple insight and then kudos to him on making it effective. Like pushing it through the organization.

Barry Ritholtz: I bet they had to push a lot of people out too. Well, if you look at the culture between him and Ballmer, very different personality. Very different approach. You can make the case that Nadella was the anti-Ballmer. And during Ballmer’s reign, it wasn’t great returns, although a lot of people didn’t have great returns in the two thousands. So it’s a little bit of both.

Barry Ritholtz: I have another question. I kind of suspect I know the answer. So you’ve spent decades not only picking business models, but founders, boards, addressable markets. What’s the single hardest question you wrestle with? Aside from what could go right.

Bill Gurley: The thing that pops in my mind, Barry, is this notion of TAM, total addressable market. And I think the investor community gets really stuck on that one and are not open-minded enough about what’s possible, especially if the technology becomes disruptive. There’s a famous interplay between me and this professor at NYU around Uber. He published this piece that said Uber would never be worth more than $4 billion. And I wrote one of my favorite blog posts ever titled How to Miss By a Mile, where I took apart his analysis and tried to, well, I had an unfair advantage. He said that the market Uber was attacking was a taxi market, and he used that as the thesis for his analysis. I already knew in San Francisco that Uber was 20x bigger than the taxi market. He didn’t know that. So once you have that piece of knowledge, it’s kind of an unfair game. But it gets at like, the product became so much better than what the taxi market offered you. And it immediately became, and in the long run will be a replacement for car ownership, which could allow for many, many years of growth.

Barry Ritholtz: Especially if self-driving taxis become a thing. But by the way, huge disadvantage analyzing Uber in New York City in the early 2010s. ‘Cause it was a monopoly. Taxis were a monopoly.

Bill Gurley: Not only that, in the report of his, which a summary version got public, but I found the background version. He admits that he had never ridden Uber and only taken taxis.

Barry Ritholtz: So I think being in New York gave you the exact wrong mindset. The first time you get into an Uber, you’re like, damn it. I wish I was an early investor in that. I remember being a beta tester of Google and sending an email and saying, Hey, can I invest in this company? They’re like, we are good. And then the first time I got into an Uber, it’s like, oh, this makes perfect sense. On your phone, it’s mobile, it knows where you are. It was so obvious after the fact. And credit to Dara for taking it from 40 billion to, he touched 200. So that’s fantastic. 200 billion versus four is, that’s what a closed-minded TAM analysis would get you. You get way off.

Barry Ritholtz: So I’m legally obligated to ask you about artificial intelligence. How are you looking at the opportunities in this space? I kind of think we addressed that. Do I really need to ask that?

Bill Gurley: Yeah, okay. So look, I think there are people in the venture community that would tell you this is the biggest disruption wave they’ve ever seen. And there’s no doubt that venture does extremely well around these dislocations, and there’s great books like The Innovator’s Dilemma that talk about why, but the mobile wave, the PC wave, the client server wave, all these things birthed really big companies, some of them doing the exact same thing. So there were four companies in the CRM space before Salesforce came along, but the SaaS wave allowed them to steal all that market cap that was in those companies.

Barry Ritholtz: And is that a case of second mouse gets the cheese?

Bill Gurley: No, I just think it’s that these waves, if they are, it’s very hard for an incumbent to be at the front of the wave. It is kind of different here with AI because there’s certainly an obsession within the Mag Seven about AI and what it might do to them. But anyway, VCs tend to do extremely well when these waves come, and so everyone’s all in. And look, it’s very disruptive. It’s very different than anything we’ve seen before. I would encourage people once again to really dive in and ask yourself, no matter what field you’re in, what is AI capable of here and to be that person in your organization that has the answer to that question.

Barry Ritholtz: You know, it’s fascinating that all of the big hyperscalers are spending tens of billions, hundreds of billions building out these systems. Apple’s writing a check to Google to put Gemini into Siri, which was early and terrible. Now it’s late and terrible. I’m hoping Gemini, which has been really good, turns Siri into something useful. How do you think of that sort of approach of saying, it’s cheaper to buy than build?

Bill Gurley: I have a couple different answers to this, which I think are quite interesting. First of all, the Mag Seven formerly were creating, I don’t know, three, 400 billion in cash flow and 2 trillion in revenue. Almost 400 billion in profits. But now almost all of that has been exhausted into CapEx. And Mike Mauboussin and I would have long arguments about what that meant from a valuation perspective. He sloughs it off and says they can stop tomorrow. And then the cash flow will come back.

Barry Ritholtz: Fair.

Bill Gurley: I argue if you’re trying to build a DCF, now all of a sudden you have to make a decision about whether that would happen or not, and whether there’s a return on this CapEx investment. But the second thing I wanted to say is I have found over the years, maybe this is another contrarian thing, that big companies think there’s some kind of safety net in making an investment in a new disruptor. And so here we have Microsoft and Google and Amazon making investments in these foundational model companies. And it’s not clear to me that that is actually a good hedge because I think both of those companies, OpenAI and Anthropic, now have escape velocity. I don’t think they’re dependent on the partner anymore. And it hearkens back in my brain to IBM letting Microsoft put the OS inside the PC and we sell hardware. What good is software gonna be?

Barry Ritholtz: All right. One last quote. You said there’s a mess coming from zombie unicorns that all have stale marks in private portfolios. I’m a huge fan of Cliff Asness’s volatility laundering. All the private ownership that doesn’t get updated or marked to market. What does that reckoning look like when these marks finally show up in the real economy?

Bill Gurley: So this is probably a three hour conversation that I will try and do in a very short form. There is a very famous investor, I’d call him an endowment manager named David Swensen.

Barry Ritholtz: Of course, Yale model.

Bill Gurley: That is the Yale model. And David said that everyone should be more invested in privates and famously had returns that were spectacular. But as someone who’s a historian in my space, that was 40 years ago when no one was doing it. It was a white space. So I think, absolutely, great valuations, great opportunities. I think the Swensen mimic effect has now played out. And I think personally that most of the endowments and foundations in the US are over invested in private, both PE and venture. And I think that the way the industry’s structured, and this would require a longer conversation, there’s no incentive for the operators inside of the endowments and foundations to get the paper marks right. And there’s no incentive for the GPs to get the paper marks right. And based on talking to people that do this for a living every day, I suspect both the venture paper marks and the PE paper marks and the real estate paper marks are all too high. And if we had had a liquidity run, like if an endowment tax had happened, you might get to that sooner. I think we’re going to, it’s gonna take forever to unwind.

Barry Ritholtz: You ask, kind of like, when’s the day of reckoning? I don’t even know. So I read over the past few months, Harvard and Yale are both trying to sell, they did some secondaries, right? So they’re doing some selling. That’s a sign.

Bill Gurley: That’s a sign.

Barry Ritholtz: Right. And now you see the whole issue with Blue Owl, with some marks and Boaz Weinstein making an offer to buy assets at a substantially discounted price. Are these one-offs or is this perhaps?

Bill Gurley: No, I think that’s maybe the first signs of this correcting. But once again, the only thing that could really lead to a faster correction is if there was a liquidity crisis within the endowment, and we briefly saw a threat of that when the president threatened to start taxing endowments and other things. There’s other articles you can find about debt products inside of foundations, which hint at the fact that you’re not getting liquidity from your privates and you don’t want to get over allocated in them, so you have to borrow money.

Barry Ritholtz: Well, all crises, financial crises at the underlying is leverage and debt. The other thing that to me was a big warning sign, I’m curious as to your thoughts. The whole democratization and hey, we’re gonna move private credit and private equity to people’s 401ks. That to me, smells like someone rang a bell.

Bill Gurley: I’m so with you on that, Barry. And I think you’re gonna watch the same thing happen with venture because as I talked about earlier where they’re trying to keep these companies private forever, they’re gonna have the same liquidity problem and I think they’re gonna run outta money ’cause they’ve gotten these things so big. So watch for someone to lobby to put 401k money into early stage venture firms as well. It’s already begun.

Barry Ritholtz: And it’s gonna be an issue. I fear the Swensen thing is going to have this, like you said, when he did it, he was the only one doing it and it was contrarian. Back to the Howard Marks thing, right? The fact that everyone followed him and the time it’s gonna take for that to play out and get fixed is forever.

Barry Ritholtz: Thank you Bill, for being so generous with your time. I’ve been speaking with Bill Gurley of Benchmark Capital and author of the book Running Down a Dream: How to Thrive in a Career You Actually Love. If you enjoy this conversation, well be sure and check out any of the 600 and change we’ve done over the past 12 years. You can find those at iTunes, Spotify, Bloomberg, YouTube, wherever you get your favorite podcasts. I would be remiss if I didn’t thank the crack staff that helps me produce these conversations each week. Alexis Noriega is my audio producer, Anna Luke is my podcast producer. I’m Barry Ritholtz. You’ve been listening to Masters in Business on Bloomberg Radio.

 

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The post MiB: Bill Gurley, Benchmark appeared first on The Big Picture.

Paul Krugman in Conversation with Barry Ritholtz

 

I always have fun chatting with Paulie. I always find it amusing to be on the other side of the mic.

He wanted to discuss AI and markets in light of the Citrini Research post that caused such a fuss. He always asks thoughtful questions, and it was a fascinating conversation with Paul Krugman about Artificial Intelligence, Tariffs, and all sorts of fun stuff (and I got to teach him a few AI tricks).

Paulie the K’s public persona and who he is as a person are very far apart. He is a gentle soul, and widely misunderstood.

Full transcript here

 

The post Paul Krugman in Conversation with Barry Ritholtz appeared first on The Big Picture.

Transcript: MiB: Jeff Chang, President and Co-Founder of Vest

 

 

The transcript from this week’s, MiB: Jeff Chang, President and Co-Founder of Vest, is below.

You can stream and download our full conversation, including any podcast extras, on Apple Podcasts, Spotify, YouTube (video), YouTube (audio), and Bloomberg. All of our earlier podcasts on your favorite pod hosts can be found here.

 

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[00:00:16] Barry Ritholtz: On the latest Masters in Business podcast. I sit down with Jeff Chang. He’s co-founder and president of vest. They are a firm that specializes in defined outcome investing, buffered ETFs. They try and remove the uncertainty of outcomes of your investing by using options and derivatives to come up with very, very specific products. I thought our conversation was fascinating, and I think you will also, with no further ado, my podcast with Jeff Chang. Jeff Chang, welcome to Bloomberg.

[00:00:52] Jeff Chang: Great to be here, and thanks for having me. Oh, well

[00:00:54] Barry Ritholtz: Thank you so much for coming. I’m kind of always fascinated by people who have unusual or diverse backgrounds. You in particular US Naval Academy and then an MBA from Georgetown. Is that right? What, what was the original career plan?

[00:01:11] Jeff Chang: So, I grew up in Annapolis. The original career plan was to be, you know, be part of the Navy. And unfortunately, I got medically discharged for, for asthma and then, then decided to pursue more of a business path. And that’s what kind of led me to, to Georgetown. And then after Georgetown, I actually, right after, I actually always wanted to start my own company. Right. In fact, this is kind of a funny thing. Most people don’t know this. I’ve never actually said this. When I first started, I actually started a flat screen TV company in 2012, OEMing them from China. And do you remember back in the day, like flat screen TVs used to be like 25, 30,000.

[00:01:54] Barry Ritholtz: Oh yeah. When they first came out, they were crazy.

[00:01:55] Jeff Chang: Yeah. Yeah. So I was in DC selling those. In fact, I remember selling TVs to Reagan National Airport. So when you like, look at what terminal you are, back in the early two thousands. Wow. Those were Jeff Chang TVs that were there. No kidding. I think another client was Six Flags. Like when you, you

[00:02:13] Barry Ritholtz: The wait, how long the wait is.

[00:02:14] Jeff Chang: Yeah, yeah, exactly. Exactly. But then, you know, as TVs became further and further down, like I was like, Hey, that’s not the business I want to be in.

[00:02:21] Barry Ritholtz: So all commoditized, why do you want to be

[00:02:23] Jeff Chang: There? Yeah. It all commoditized. So I, it taught me a lot about starting a business on, you know, that and about life, is that I realized that I needed actual hard skills that that created a, a, you know, value add. And also the other component was I, I also realized that doing like accounting books, I didn’t pay too much attention in accounting. So I actually for six months went and studied for the CPA exam and took the CPA exam to be accounting, which was actually a twofold kind of reason. I think one of my mentors once told me is that like, hey, there, there is, for the better word, there’s fu money and FU skills. Right? Right. You don’t have that money. So make sure you’ve built skills in which you’re not always beholden to other people. And if you thought about it that, you know, the two guaranteed things in life is death and taxes. Right. And so in my head was I didn’t wanna be an undertaker, but I could take the CPA exam and assure that

[00:03:27] Barry Ritholtz: Participate in taxes wasn’t

[00:03:29] Jeff Chang: Exactly, exactly. So

[00:03:30] Barry Ritholtz: A growth industry.

[00:03:31] Jeff Chang: So that was the reason why I took the CPA exam was that like, Hey, I know I would never starve because, you know, after the failure of my first firm, I was like, Hey, there’s, you always have to have at least a safety net. And that also informed me that when I started a new company, accounting is actually extremely important when you’re starting a, a, a firm or even a startup for that matter. And it actually came to pass that, that has been a very, very important part of, of my career path as well.

[00:03:59] Barry Ritholtz: So, so it’s certainly a useful set of skills. Yeah. But I’m gonna assume the first business didn’t fail because of bad accounting. Yeah. It’s just a hyper competitive market That’s right. With razor thin margins and as stuff as economies of scale came out. That’s right. The market just dies for that.

[00:04:19] Jeff Chang: Yeah. And that really informed me is that you have to have an edge. I I, I think over the 13 years of founding this company, I noticed that there were actually key features that I noticed even going through Y Combinator, my classmates and people that built very successful companies, they had very common characteristics for their success. Right. In fact, I, I had Asian parents, they optimized for intelligence. Right. Which was very, you know, you get straight A’s you play the violin or the piano and you kind of go through that

[00:04:50] Barry Ritholtz: Process. They’re optimizing for Ivy League admission Exactly. Is what you’re, you’re implying.

[00:04:54] Jeff Chang: Exactly. Exactly. And or be a doctor for

[00:04:58] Barry Ritholtz: That matter. Right. This is so different from Jewish parents. Yeah,

[00:05:01] Jeff Chang: Exactly. So it was, and then as kind of over the years, I realized that the optimization, like if, you know, when I have kids, ’cause you know, I, I don’t have kids, at least none that I know of. But if I did, I would optimize for, actually number one is grit like that. And that grit is the not giving up. Like, like, you know, your company fails, what’s the next thing? Like, you, you know, you pick up yourself from your bootstraps and you, you, you get up and go. It’s almost like the thing is, like, as an example, my parents didn’t let me play video games. Right. But I realized video games actually, if, if you introduce grit, like, you know, if you play Call of Duty, like I was the guy that when I play Call of Duty in my twenties, I would buy the, the headphones that would let me hear whether or not someone’s behind me. ’cause whatever it takes to win, like that type of, you, you ever see that kid that does not wanna lose that like fails, but then gets up and figures out a way to win that is grit. And I feel

[00:05:57] Barry Ritholtz: Like that resilience is more important Exactly right. Than anything

[00:06:00] Jeff Chang: Else. And then the second is, I realize that nothing in this world can be done alone. That success requires you to have partnerships, friendships, and know people that can help build great things. Great things don’t come by yourself. And that’s what I think second is influence your ability to let people see your dream and believe in your dream. Think about this, like, if you’re starting a company, not just selling your product requires influence. Like convincing your first investors, your first employees to quit their jobs, their high paying jobs to make almost nothing and take equity. That’s talk about like selling a dream that’s influence. Like think about, you know, some of the greatest entrepreneurs out there. They, you know, you probably heard like Steve Jobs as a reality distortion field. You know what that is? That’s influence. Right? That is one of the key things.

I think when, when you’re looking at business influence is such a, a, a key thing of, of something that required to have success. ’cause like I said, nothing in the world is done alone. This third, which comes back to my point is creativity. The ability to spot things that other people don’t see. Right. To basically be, to see opportunity, to see things, to combine things together and have that opportunity. Then the last, if you combine it is intelligence. If you do all four, and I can give you examples of people who are immensely successful just with grit. Hmm. And by the way, it’s in that order. Influence, grit, influence, creativity. And last is intelligence.

[00:07:32] Barry Ritholtz: So, so I wanna, I wanna stop you there for a sec. Yeah. Because I wanna spend time going over Y Combinator. Yeah. I wanna talk about this. But before we get there, I mentioned the Naval Academy of such an unusual background. Talk a little bit about what your experiences were like at places like Freddie Mac, the World Bank, FBR and ProShares. That’s such a diverse Yeah. Set of experiences. What did you take away from that life experience and and how did that ultimately lead you to launching your own firm?

[00:08:06] Jeff Chang: Yeah. So I could tell you one of the best things about what the military teaches you is not just teamwork and looking after the people next to you and really making a commitment. But there’s also another thing is work ethic. Like, I, I could tell you that I’m a morning person. I, I didn’t grow up a morning person, but it’s like 5:00 AM I’m up. And, and the funny thing is, my girlfriend’s a night person. She’s like, how are you? Like, sprightly at five 30. And I was like, that is actually learned behavior. Right? So that was like kind of the first thing of, of learning grit and, and you know, tackling the day early on, making your bed things. Those small things in life, I think have been really, I’d say important and, and you know, kind of keystone in in that process. The second is actually when I first started my first job at the World Bank, after trying to start my company, I had to translate fi energy companies in China.

And I had two problems. Number one was I didn’t, my Chinese wasn’t good enough. And secondly, my accounting wasn’t good enough, hence the CPA Right. Came in. I was like, at least I gotta learn one. And then I cut over to Freddie Mac. And if you remember during the 2002, 2003 timeframe is when Freddie Mac went into Restatement. So as a certified public accountant, I was extremely sought after at that time. So I worked at Freddie Mac and I realized that I really wanted to, I read Liar’s Poker by Michael Lewis, and I realized that I, hey, I really wanted to trade mortgages. So I started to

[00:09:42] Barry Ritholtz: Take, which by the way, he said he’s horrified. ’cause he thought this was a cautionary tale. Yeah. And all it did was encourage more people to do that Wall

[00:09:51] Jeff Chang: Street. Yeah, totally. Totally. Reading that book really made me want to be, you know, what he said in the book, big Swinging. Right? Like everybody, it was just a such a, a fun story. It it, it almost painted Wall Street in a specific way, but it was just the interesting part. And, and by the way, it also got me into reading f Bozi about fixed income, about the mortgage market. And, and then I wanted to be a trader. So, you know, I studied for the CFA exam, I got my CFA charter. I didn’t know that would lead me to over a decade of teaching CFA. Right. But that was really fun to do that and, and kind of give back. But, so trading mortgages, Freddie, and then FPRI got to trade during 2008, I got to have a front row seat to seeing the, you know, bear Stearns Lehman, you know, I remember trading repo during the oh eight, September oh eight.

It’s the, the month I lost all my chest hair in, in, in one month. But it was fascinating. I mean, that’s what I thought finance was like. So then, you know, later on I cut over to convertible bonds and options. Then the flash crash hit in, in 2010, which was, by the way, I, I’d never seen an entire trading desk stand up within one minute of everybody’s like, what’s going on? So yeah, I got to see a lot of, of Wall Street in, in my twenties and thirties. It was, it was a definitely a formative time of understanding, you know, kind of what, what made capital markets tick and, and, and understanding and also understanding the pitfalls, the, the hubris of finance that, you know,

[00:11:32] Barry Ritholtz: Well that has to be the big takeaway from oh 8, 0 9 Yeah. Is that markets go up and down. Yeah. And if you’re leveraged Exactly. It’s a problem. And if you’re highly leveraged Yeah. It’s usually pretty fatal. Yeah,

[00:11:47] Jeff Chang: Exactly. And you know, and disasters are always clear in hindsight. Right. And you, you look back and you’re looking at 20, 30% default rates. You’re like, why That would’ve, that would’ve been so clear in your mind when you started to look at some of the data. And so that was really formative. And the other component is, is kind of like what Warren Buffet says. You always know who’s not wearing pants when the water goes out. Yeah. When

[00:12:11] Barry Ritholtz: The tide goes out.

[00:12:12] Jeff Chang: For sure. Yeah. Exactly. And so I always, I I’d say think about, hey, if the tide goes out, make sure the, the money we manage for our clients that we’re, we got pants on. Right.

[00:12:24] Barry Ritholtz: Ri risk management turns out to be more than just a exactly. Phrase. It’s really important if you’re running other people’s

[00:12:30] Jeff Chang: Minds. Exactly. And it’s something that you live and breathe. And what I actually, you know, a lot of our investment products is to try to get our clients to, to understand that. And you utilize kind of, a lot of the tools that we build are basically pants. Like, you know, when the water goes out, make sure that, that you have something there because of uncertainty.

[00:12:51] Barry Ritholtz: That’s to say the very least. So, so let’s talk a little bit about that. You come out of this experience on a desk through the financial crisis. You launch Vest in 2012. What was the motivator? What led you to say, Hey, I think we could do this better?

[00:13:07] Jeff Chang: Yeah, so I had a very short stint at ProShares where I met my co-founder, Koran, he worked on the structuring desk at, at Barclays. And we talked about, you know, like, Hey, let’s start our own firm. And then our first idea was going to be, you know, buffers like, like, like downside protection that we saw in the structure note market. And by the way, this actually segued into the mortgage crisis because in 2008, the largest issuer structure notes was Lehman Brothers. Right. Like, you have a hundred percent protected note and then now you’re standing in bankruptcy court. So that was a big change in the industry. I think the structure note industry went from 120 billion to 30 billion in, in that timeframe from after the 2008 crisis. So I,

[00:13:56] Barry Ritholtz: I’ll tell you a funny story. Yeah. I was a market strategist at a brokerage firm in oh 2, 0 3, and we got pitched a downside protected SMA and I was just sitting in, in a conference room hearing this pitch, what are the, any questions? And I didn’t ask the obvious question that I thought, which was, well, great, the NASDAQ’s down 81%. Yeah. Where were you five years ago? Who needs this now? But the question I asked and got got called into the corporate council’s office for was, Hey, what about counterparty risk? How do we know Yeah. That you guys are gonna be there to, to make the trade good. Sir Lehman Brothers has been here for 189 years. It’ll be here long after you’re gone. I’m like, okay. No, it’s an actual risk that no one was even discussing. Yeah. It was just assumed. So it turned out that, you know, counterparty risk is a real, is a real thing. Oh, it

[00:14:57] Jeff Chang: It, yeah. It’s a very real thing.

[00:14:59] Barry Ritholtz: So we’re gonna talk a little more about Vest and Buffer funds in a moment, but I just wanna get the timing right and talk a little bit about your experiences at Y Combinator. You launched Vest with your co-founder in 2012. You joined Y Combinator in 2015. What, what led you to saying, Hey, let’s, let’s see if we can hook up with the guys over at Y Combinator?

[00:15:23] Jeff Chang: Yeah, so that’s the thing. In finances, there’s not too much innovation, right? Because it’s a lot of regulation and so on and so forth. And so even at our company, we, we always, even our identity today is still, you know, Silicon Valley meets Wall Street. Right. I always think that, like in my mind, if, you know, someone in Silicon Valley were to come into our business, they could end up in jail. Right. Or if Wall Street ends up in, in Silicon Valley, you know, you, you, you might be, you know, just end up in a ditch. ’cause you know, you’ll

[00:15:57] Barry Ritholtz: Be run over for sure.

[00:15:58] Jeff Chang: Yeah, exactly. Because the end of the day is, you know, we went four years with no income. Wow. Right? Like lived off our Wall Street bonuses, me and my co-founder Kran Sue, like, we didn’t get paid for, you know, four plus years to found this company. Like that’s how much you have to the grit and the belief in something. And, and that culture really, really, I think comes out of kind of startup, kind of the Silicon Valley area. Y Combinator at the time

[00:16:26] Barry Ritholtz: Run run by Paul Graham, is it

[00:16:29] Jeff Chang: Paul Graham at, that was the first year Paul Graham stepped down and Sam Altman when I showed

[00:16:35] Barry Ritholtz: Up Ah, gotcha.

[00:16:36] Jeff Chang: Was president of Y Combinator. So 2015,

[00:16:38] Barry Ritholtz: I didn’t realize

[00:16:39] Jeff Chang: 2015. Yeah. Sam was president of Y Combinator. For the folks out there that don’t know. So yc, you know, similar to like a college application, you, you fill out an online college application, you actually don’t need a company. They, they help you form the firm. And you know, the companies that have come out of that program, you know, Airbnb, Reddit, Coinbase, DoorDash, OpenAI was funded by YC Research. So all of that, all of those firms came out of yc. So in fact, I think I read a book called The launchpad, which talks about yc, the companies that they’re, I mean, the first class of YC included Sam Altman, Justin Kahn, who founded Twitch, and Alexis Hanon who founded Reddit. And I think there was like, correct mem May, maybe nine companies. I mean, that’s a all star cast if you ask me for Yeah,

[00:17:33] Barry Ritholtz: Absolutely.

[00:17:34] Jeff Chang: For a class. And so it was definitely someplace that we wanted to be around. There weren’t a lot of finance firms. In fact, vest is the largest asset manager to merge outta yc. So it was definitely something to try something different and really in, get into the Silicon Valley and really push the innovation within, within finance.

[00:17:58] Barry Ritholtz: I don’t know if this is still the case, but a couple of years ago, the standard deal was something like half a million dollars for 7% of the company, plus a three month program of building, iterating, pitching, et cetera. That’s right. Does that more or less sound right? That’s

[00:18:13] Jeff Chang: Right. That’s the deal Today Our deal was probably close to one fifth of that.

[00:18:17] Barry Ritholtz: Oh really? Yeah. Well, 10 years ago. Yeah, exactly.

[00:18:20] Jeff Chang: A lot of changed over the last

[00:18:21] Barry Ritholtz: Decade.

[00:18:22] Jeff Chang: And, and, and they have done a great job. I I, I think they have maintained their, I I, I think the stat was since 2012, 20% of the super unicorns were funded by Y Combinator. Wow. That’s amazing. And then like second place is like 3% and plus or something like that. And

[00:18:43] Barry Ritholtz: This is like a full on bootcamp where it’s three months and they are really taking you through the process. Here’s how you build a startup. Here’s how you iterate. When you first joined yc, did you have any idea what the final product of Vest was gonna be? Or did that experience clarify where you wanted to go? There

[00:19:04] Jeff Chang: Were certain, we went in with the idea of buffers and downside protection. There were certain pivots as far as like, Hey, what’s the best delivery vehicle to start with?

[00:19:15] Barry Ritholtz: Meaning an ETF as opposed to an SA

[00:19:18] Jeff Chang: Versus, exactly. Exactly. But that was the foundational, if you even look at our application, our pitch, it was exactly talking about the need for downside protection, the need to, you know, fix liquidity and credit risk and other types of instruments. Those were kind of the foundational problems because YC always says that like, make something that people want. And then don’t just come up with the ideas. Start with the problem

[00:19:42] Barry Ritholtz: You’re solving for, solving a

[00:19:44] Jeff Chang: Specific problem you’re solving. And the problem needs to be painful enough. And so anybody out there that’s ever thinking about starting a startup, always start with the problem first and make sure the problem is painful enough for your customer. That that becomes, you know, how you solve it can change a little bit. But the problem always existed and, and we thought that that was a, a, a noble problem to, and, and a painful enough problem to, to seek.

[00:20:10] Barry Ritholtz: That’s a very customer focused approach to building a business. I don’t, I don’t know if Wall Street necessarily thinks in those terms. There tends to be an attitude of this is how it’s been, it’s been successful. Why do you think you’re smarter than everybody else? Smarter than the market? Like, that’s the sort of pushback you’ve gotten and that you tend to get when you roll out a different approach. That’s right. How has the experience been marrying the Wall Street ethos where failure is abhorrent? Yeah. And the Silicon Valley mindset, which is, hey, failure just gets you to the solution. It’s just one more step. Yeah.

[00:20:53] Jeff Chang: And, and that’s where kind of the ethos of our Silicon Valley meets Wall Street is that we live in both worlds. Like our background, me and Qurans are Wall Street backgrounds. That, that there is no move fast and break things mentality on our Wall Street ethos. Right. Right. It is measure four times cut once. This is people’s livelihoods, their, their wealth. So that part we did not adopt, not like break things type mentality. That is not, it’s

[00:21:25] Barry Ritholtz: Hard to do that when you’re a highly regulated industry.

[00:21:27] Jeff Chang: Exactly. Exactly. Second is that we also realized you can’t do this alone. It’s not like we’re starting an Airbnb where we can just kind of do X, Y, and Z. We needed partnerships. We needed, like coming back to the point of influence. Like we needed people that really could help us with innovation. Hence we actually only have two investors. One is Siebel Global Markets, Chicago Board Option Exchange, the largest option exchange in the world. And First Trust one of the largest ETF providers here in the United States that has been intricate in the ability to shape and mold the industry. Just like even with the exchange, like, wait,

[00:22:03] Barry Ritholtz: Let me roll you back. Yeah. You said you only had two investors

[00:22:07] Jeff Chang: Now today.

[00:22:07] Barry Ritholtz: Now, today all So let, before we get there, let’s, let’s talk about the, the Post Y Combinator experience. So they give you barely six figures Yeah. For a small chunk of the company. They, they take you through a, a bootcamp Yeah. That teaches you all these different things from focus on problem solving to iteration to pitching investors. Yeah. Who were the early investors? Invest.

[00:22:34] Jeff Chang: So we had our lead coming outta y Combinator was First Round Capital. People aren’t familiar. That’s the company

[00:22:41] Barry Ritholtz: That It’s a great name. Yeah. If you’re doing venture investing.

[00:22:43] Jeff Chang: Exactly. They were one of the first investors in a small company called Uber. And they had, so that worked out okay. Yeah. They got a lot of big wins there. And after that, you know, we had kind of a party round of a lot of different like angels and other, other smaller VCs. But after that, that’s when SIBO came in and, and wanted a, a bigger stake in the firm. But the whole YC experience was very much like the show Silicon Valley. Right.

[00:23:13] Barry Ritholtz: Which I, which I just loved. Yeah. So great.

[00:23:16] Jeff Chang: And to the point where, like, when we got to yc, we rented a hacker house. By the way, the house that we rented was called Hacker House. And it was a one story building with like three bedrooms, not enough bedrooms for all of us that were working there. I think Koran had to sleep on the floor on a mattress for three months. And by the way, this is coming from being over a decade on Wall Street. Like, we’re now sleeping on the floor.

[00:23:44] Barry Ritholtz: Hey, there’s nothing to do, but get this done.

[00:23:46] Jeff Chang: EE exactly. And this is why I I say like, sometimes like if a former trader on Wall Street ends up in Silicon Valley, they may end up in a dish. ’cause like you have to go four years, no pay sleep on the floor. It’s not fun. Where you’re used to like wearing, you know, suits and loafers on Park Avenue. It’s a big shock to the system. But that’s the thing is like, you know, at the same time, it’s, it’s to okay, sleeping on the floor, it’s better than sleeping on the ground when, when you’re in the military, but that, that’s the grit that you kind of go through. Right.

[00:24:14] Barry Ritholtz: Coming up, we continue our conversation with Jeff Chang, co-founder and president of Vest, talking about his experiences at Y Combinator. I’m Barry Riol. You are listening to Masters of Business on Bloomberg Radio. I’m Barry Ritholtz. You are listening to Masters in Business on Bloomberg Radio. My extra special guest this week is Jeff Chang. He is the co-founder and president of Vest. The firm manages $50 billion in ETFs that are described as outcome oriented investing. Some people call them buffer funds. So you have this experience with Y Combinator, any of that graduating class with you, you’re still in touch with who else were Oh,

[00:25:11] Jeff Chang: Yeah. So I’m not sure if folks out there know GitLab. Oh, of course. Sid. Sid was our, our group. My group,

[00:25:18] Barry Ritholtz: No relationship to GitHub, which predates that by

[00:25:22] Jeff Chang: A long time. But yeah. But GitLab was our, I think they IPO’ed on the Nasdaq, I think over 5 billion or something like that. They’re doing really well. There was, the equipment share was also our, our batch. A lot, lot of lot of big winners in in our, and by the way, you’ve probably been to college where you go into a lecture hall Right. And you have your first day of class. The first day of yc. You know what they tell you? They’re like, you know, 4% of you guys in this room will be billionaires. Right. You know,

[00:25:54] Barry Ritholtz: No intimidation factor at all,

[00:25:55] Jeff Chang: By the way, that’s the math. Right? Right. Sure. Like on average it’s a 4%. I I think right now it’s like five to 6% unicorn rate. But how many classes can you go through that? Like, you’re like, Hey, 4% of four to 5% of you guys are gonna have extremely successful companies coming outta this class. And by the way, you look around and you’re like, oh man, is that really possible? And then you, you, you blink 13 years later, you’re like, wow, it really did happen. Like, there, there’s incredibly successful firms and incredibly successful people. And you look back and like, even now, I look at my group partners. I, I look back, my group partners were incredible. I had Gary Tan who found an initial eyes and also is now the president, COY Combinator, Alexis o’ Handon, founder Reddit. Justin Conn founded Twitch Cap Meac, who was like an allstar in, in in marketing and pr like I had an Allstar group.

[00:26:47] Barry Ritholtz: Yeah, no, it definitely, definitely sounds like it. We’re talking about winners, but Silicon Valley wears losers like a badge of pride. Yeah. Like it’s, hey, this is what’s expected, which is very different than the way the East Coast tends to approach things. Tell us about that. Not being afraid to fail, not being afraid to try things, iterate and take this doesn’t work. Let’s go with that. How, how different is that experience on the West coast than what you experienced on Wall Street?

[00:27:22] Jeff Chang: Yeah, I, I mean definitely in Silicon Valley, failure is, is okay. They, they have a saying if you’re gonna fail, fail fast. Right. Whereas I feel like on Wall Street is like, you don’t want to fail fast. Like that’s called a blow up. Right. Right. So there, there’s some parts. Given the industry that we’re in, we had to ignore some of the, the, the aspects of it. I think everything that we did, I wouldn’t say was ultimate failure. Maybe not the success that we wanted because we wanted to make sure everything we built were strong in foundation. Right. It would like last stand the test of time no matter what happened. Hmm. Maybe not wildly successful, but then that, that’s how you pivot. So it’s not necessarily failure per se, but not the success you’re looking for. Then pivot and try to find other ways to deliver and how to solve the problem better. But I, I still think that the idea of, of not being afraid of failure and that grit and the ability to, you know, pick yourself up. It, it’s that attitude that like, you know, this is not the end. Failure is just the, the mother of success. And you just have to keep learning from those mistakes. Is everything is a learning process. I can’t tell you one person that I know that’s successful. That has not failed.

[00:28:40] Barry Ritholtz: No, that makes perfect sense. You know, you, you don’t know what’s gonna work and you don’t know what’s not gonna work until you try. Yeah. And if you know there, the, there’s a story about, hey, if you’re not failing occasionally, then you’re just not taking enough risk. Yeah. Say to say the very least. All right. So, so let’s talk a little bit about how this developed. You come out of Y Combinator sometime in 2015. When did you first start taking client assets, client money?

[00:29:12] Jeff Chang: Well, NYC we were taking client assets. I think we launched our first mutual fund in 2016. It was the first buffer fund of, of its kind. And then,

[00:29:24] Barry Ritholtz: So wait, let’s stay with mutual funds, which have their own complications with capital gains tax. Sure. Given what you do primarily with derivatives and options in order to create that buffer, how, how does that play out in a mutual fund wrapper?

[00:29:41] Jeff Chang: Yeah. There are obviously challenges that may not be as, let’s say, the same as like an ETF, that, you know, in 2019 they introduced the in kind. This is also another example of the partnership with sibo. It’s, it’s been

[00:29:57] Barry Ritholtz: Around for real estate for forever it seems. Yeah, that’s right. And it just took Wall Street a while to catch up to that. Explain what in con in kind creation and redemption looks like. Yes. And what it means to you.

[00:30:09] Jeff Chang: So in mutual funds, there’s a challenge in, in some cases that in, if there’s a redemption, you would sell your securities, which could have the potential to realize gains. And ETFs not just unique to these ETFs are all ETFs. They have the ability to, let’s say in kind securities. So when someone wants their money back, instead of giving them market maker selling securities and giving them cash, in some cases you can give them securities thereby not potentially realizing the gain for, for the shareholders. So it per has the potential for tax efficiency by having in kind. Now, prior to 2019 October of 2019, that was not, we weren’t able to do that with options that was introduced in October of 2019. So we launched our first Buffer ETFs in November of 2019 in partnership with our partners at First Trust. And so that has been one of the fastest growing areas, not just for our firm, but as the ETF industry as a whole.

[00:31:15] Barry Ritholtz: So, so let’s talk a little bit about what a Buffer fund does. What are the advantages? What are you giving up in order to obtain those vantages? What, what’s the largest fund? What’s the largest ETF now at Vest?

[00:31:30] Jeff Chang: So the largest buffer fund and the one at Vest is BUFR. And it’s built good ticker. Yeah. It’s built on the foundation that, you know, the, the kind of fundamentals of the strategy is the buffer strategy, which is, you know, let’s say you get s and p exposure for one year, the first 10% is protected. So as an example of strategy, if s and P is down 10, you’re flat for the year and then you get upside up to, let’s say a predetermined cap. So let’s say s and P is up 15, you’re up 15. But the most you can make is 15. So if s and P is up 16, you’re up 15. Right. So you’re capped out at that 15%

[00:32:09] Barry Ritholtz: Percent so’s like 23 and 24 kind of unusual. Sure. You don’t usually see 25% two years in a row. Yeah. But if you were in the fund in 22, down 22% Yeah. Means you’re only down 12%. Is that That’s right.

[00:32:26] Jeff Chang: That’s right. So

[00:32:27] Barry Ritholtz: That’s the trade

[00:32:27] Jeff Chang: Off. Yeah. And the, and here’s the thing is that most people don’t realize these strategies have the potential to outperform the market. Even if you’re talking about, you know, high double digit equity returns. ’cause think about this, in 2022 because of inflation, when interest rates went up, stocks and bonds both went down at the same time. Right? Right. You could have mixed your stocks and bonds any way you wanted in 2022 you were

[00:32:48] Barry Ritholtz: Down 60 40 was negative. Exactly. In 2022.

[00:32:51] Jeff Chang: And unless you were managing money 40 years ago, you had not experienced inflation. Right. And you couldn’t hide anywhere. I mean, you were like Tom Brady choosing between alimony and child support while taking your kids to juujitsu practice. Right. Like the thing is there was nowhere to hide. Right. Right. Whereas if you were hedging, and the great thing about hedging is if you buy s and p and you buy an s and p put that put is perfectly negatively correlated to estimate. It’s like buying

[00:33:17] Barry Ritholtz: Insurance. It’s an inverse. Exactly. Its the

[00:33:19] Jeff Chang: Opposite. Right. And so imagine if you had a strategy that did not participate in the majority of the drawdowns in 2022, that means you had more to invest to take advantage of the gains in 20 23, 20 24, and 2025. This is the compounding effect of winning without losing. Right. It’s the compounding effect of playing offense and defense at the same time. Because the end of the day is, a lot of times, you know, these types of strategies are not the get rich game. If you’re 20 years old, probably not the strategy for you. But, you know, in in, in our industry, a lot of the people that have wealth, they’re in the stay rich game. Right. These types of strategies are in the stay rich game. ’cause if, if you have wealth, you just don’t want to be poor. Right. So that’s why that’s the kind of crux of protecting your, your equity exposure.

And the, the idea is, the issue with hedging has always been that to hedge with options and so on and so forth. One of the biggest, and they had surveys on why, you know, investors and financial advisors don’t hedge with options. And they all, everybody said the same. Two things, compliance and scalability. You know, the compliance burden associated with trading options and the scalability. ’cause when you buy a fund, you buy a stock, you, you could put in your portfolio, fall asleep for 30 years, maybe you boun, rebalance once a quarter. You buy an option every 30 days, 60 days from now, you have to trade it by having it inside a fund, we can trade that for you. And so now you can asset, allocate, rebalance once a quarter. It solves a lot of those issues. And, and this is the, the thing that I find very interesting is two things.

Number one is these strategies have been around for over 30 years. The buffer structure note has been around for years. Buffer annuities I think were introduced in 2010. All we did was cut the bank insurance company out. Like instead of having the banker insurance company hedge themselves with options and then issue you a policy or issue you a No, we just said, why not just put the hedge in a fund and now you own it? We cut the middleman out of the middle. The other component is to think about in business that I, I always look back, so Richard Thaer, the professor at University of Chicago won the Nobel Prize for behavioral finance. Right. The

[00:35:31] Barry Ritholtz: Nudge essentially created the field.

[00:35:32] Jeff Chang: Yeah. The nudge. And I believe one of the studies by, by Cornell University had this study of, I think they had kids in the lunch line. They gave them free apples. Like you get the end of the, you get a free apple. Right. By the way, the consumption was like less than like, I don’t know, 20%. Like it was a very low consumption rate. No one took the apple, then they cut the apples up and they put them in little bags. By the way, the consumption went through the roof. Why? This was the nudge, this was the idea that you make it simple, people will use it. Think about options as apples. And then that we had bagged those apples to make it easier for the user to consume them without the compliance and scalability burden to them. Because theoretically, any broker or any financial advisor out there can actually trade those themselves. But that’s like the same thing. Like every child could sit there and cut their own slice their own apples, but they don’t wanna do that.

[00:36:27] Barry Ritholtz: So let me ask you, ’cause ’cause you’ve brought this up a few times, and I wanna hone in on this. Is your target consumer mom and pop main street investors? Or are you focused more on the advisor channel or brokerage channel? Who, or, or all three, some combination.

[00:36:46] Jeff Chang: We are not that focused in the retail space mostly. And, and by the way, I would say a hundred percent of our focus is in financial professionals. Really. Because that, those are our partners. Those are our, the, the people that we stand side by side with. We build products that, those are the people we’re solving problems for them, which they’re solving problems for their clients. We stand side by side with the financial professionals that manage, you know, the,

[00:37:19] Barry Ritholtz: And once you bring them up to speed, it’s, it’s incumbent on them to find the clients that think are the right fit for this. And they get to explain that rather,

[00:37:28] Jeff Chang: Rather than Exactly, because every single client is different and unique. We make products across and every client is different. And how that, that gets utilized. We, we help the financial advisor even, you know, how to best build and achieve their client’s investment objectives. But as far as like the end client, that, that’s typically not, not our customer.

[00:37:49] Barry Ritholtz: So, so I mentioned 60 40 earlier, does a buffered fund act as a substitute for 60 40? In other words, if you own, whether it’s 60 40, 70 30, you own bonds for income, of which there hasn’t been a lot over the past 15, 20 years, but also as a non-correlated asset with equity other than 81 and and 2022 does this and it offsets the volatility in drawdowns inequities. Do buffered funds behave similarly to a 60 40? Is that the thinking? I

[00:38:25] Jeff Chang: Wouldn’t say similarly. Let let me give you a, a kind of a how, how we think about it. So if you look at, let’s say, a strategy of a 10% buffer on s and p, in fact, you know, there are indexes out there that track these. Even if you compare that to let’s say like a BlackRock 60 40 portfolio, you actually notice that the standard deviation is almost identical. The volatility is very similar Right. Over the long term. But the source of the risk management is different. Right. You’re actually hedging, you’re not hoping that the correlation between stocks and bonds, the negative correlation is there that, you know, when my stocks go down, I hope my bonds go up kind of situation. Right? Well

[00:39:06] Barry Ritholtz: Historically they do most of the time. Yeah. They didn’t in 2022. They didn’t in 1981. Exactly. You know, so it, it’s every 40 years or so we seem to get this headache

[00:39:16] Jeff Chang: Or with inflation at, you know, 3%. What happens if inflation rears its head again in 20 year,

[00:39:23] Barry Ritholtz: The next rising. Exactly. You’ll end up with the same issue the next time we see a serious set. Exactly.

[00:39:29] Jeff Chang: And this is why we say why not diversify your risk management and hedge. So if I have a hundred dollars portfolio, and let’s say I have $60 in equity, $40 in fixed income, and let’s just say I take 10 bucks out, I put six, take six from equity, four from fixed income. I put it into let’s say a 10% buffer strategy. In s and p, perhaps the standard deviation of the portfolio could be very, very similar. But notice the source of your risk management has changed. You’ve introduced hedging as the source of your risk management without the compliance, without the trading. Scalability, issues of options. You’ve introduced hedging as the source of risk management if inflation were to rear its head. ’cause the thing is, this is what everybody needs to ask themselves if inflation were to come back. Right. Which is a very, is not a, is a very, there’s a high

[00:40:20] Barry Ritholtz: So non-zero

[00:40:21] Jeff Chang: Possibility. It’s

[00:40:22] Barry Ritholtz: No possibility way above that. Yeah, exactly.

[00:40:24] Jeff Chang: What in your portfolio is going to save you if 2022 repeats itself? That’s the question everybody needs to ask. I always get the, I answer commodities, great commodities. It’s a timing trade, right? That’s right. You can get in, it’ll work. But when it’s not inflationary, what happens to that trade? I, I mean I’m not, well

[00:40:44] Barry Ritholtz: Lemme point out that gold didn’t do great in 21 or 22. Yeah. It’s only in the past few years where it’s really exploded higher.

[00:40:53] Jeff Chang: That’s right. That’s right. So I’m not smart enough to time that trade. And that’s the great thing about these types of solutions is you don’t have to time the trade, right? Like you’re diversifying your risk management through just hedging. And like I said, repeat it again. This is the stay rich game, right? How do we protect wealth? Not, not like make exorbitant amounts of it, but protect wealth and, and, and get a, a decent return from, from people’s wealth.

[00:41:22] Barry Ritholtz: So buffer is 10% hedged on the s and p 500. Tell us about some of the other ETFs you guys run.

[00:41:29] Jeff Chang: So one of the kind of overall themes that we’ve seen in the market is, you know, two things that really people are looking for is downside protection. But the other one is income generation. As the boomers are in retirement, the need for yield has really shown how high it is. I mean, if you look at the derivative income space, I think in 2018, and Morningstar ranked 58th last year is ranked ninth in flows. Right? People are looking for income. And as volatility goes up, just like strategies, like writing cover calls are extremely, it’s a another way to derive yield by monetizing volatility in different asset classes. You could do it in gold, you can do it in Bitcoin, you can do it in equities, you can do it in fixed income. And that’s the thing is people were always thinking one dimensionally that like the innovation is always about thinking three dimensionally when everybody else is thinking in two dimension. Right? This is why we have, you know, build strategies to derive income from, you know, not just equities, but fixed income. But for from gold, from bitcoin, from any asset class you can. So

[00:42:37] Barry Ritholtz: Give us a few ETFs that are primarily income focused. Yeah.

[00:42:41] Jeff Chang: So one of our biggest ones is K and G, which tracks the dividend aristocrats our DVI, which tracks the dividend achievers. These all provide, you know, attractive level of yield I think. So

[00:42:57] Barry Ritholtz: Dividend aristocrats tend to be high dividend, low price. They tend not to be high PE companies. Yeah. So they’re fairly stable. Is that, is that, yeah.

[00:43:08] Jeff Chang: So the companies that have grown their dividend, this was created by s and p back in 2005, companies that grown their dividend for 25 consecutive years. Wow. And these are dividend growers. They’re not dividend payers. So they typically, I believe, you know, yield less than 2%, but they’ve grown their dividend for 25 consecutive years. So for a company to grow their dividend for 25 consecutive years,

[00:43:29] Barry Ritholtz: That’s a stable business. Yes.

[00:43:31] Jeff Chang: And it has to cash flow. It’s not a pe play. Right, right. For, for all intents and purposes, it, it is companies that have to have strong moats. And the other thing that people miss is good corporate governance. ’cause who makes dividend policy? The board for a board to never cut a dividend for 25 years. It, it actually was a filter for good corporate governance. Now

[00:43:52] Barry Ritholtz: And that stock symbol is that ETF symbol is

[00:43:55] Jeff Chang: K-N-G-K-N-G.

[00:43:57] Barry Ritholtz: Yeah. And, and you guys generate additional income on that with cover cover

[00:44:03] Jeff Chang: Call writing. That’s right. That’s

[00:44:04] Barry Ritholtz: Right. So if it’s a 2% yield, what do you actually

[00:44:07] Jeff Chang: Ballpark generating? So we’re, our distribution yield’s probably in the past year over 8%.

[00:44:13] Barry Ritholtz: Really? That’s a big number. And we’re on

[00:44:15] Jeff Chang: Average, I believe covering around 20% of every single name. So, you know, if I have a hundred shares of Walmart, I’m writing an at the money call and let’s say 20 of those shares as an example to achieve that target income. So one of the things that core beliefs that we have when writing cover calls is like one of the biggest drivers is stock selection. You pick good stocks, you get good results. Right. While you know the aristocrats, they don’t have the high flying mag seven names. Right. But definitely as you look forward into the windshield, these are really gonna be the names as the market bronze out. Right? Like I really do think in the next year you’re really looking at kind of a barbell approach where you, you, you have the NVIDIAs and the, and the high hyperscalers in your portfolio, but you really need to have the strong staples that cash flow, especially.

[00:45:05] Barry Ritholtz: What are, what are some of the names in KNG?

[00:45:08] Jeff Chang: Well, you got like Chevron, Walmart, like your really blue chip names that are there. I mean, look at Chevron. They, they, they have the potential to be, you know, one of the beneficiaries of oil in Venezuela, right? Like they were, they were there before. They, these are the cash flowing like crime like companies that like, like I said, grown their dividend for 25 consecutive years. These are strong, strong names that are out there.

[00:45:34] Barry Ritholtz: Do you, do you do anything with fixed income on the yield side? Yeah. As well.

[00:45:37] Jeff Chang: Yeah. So we have cover calls on high yield tracking. HYG gives you also, I believe a double digit distribution yield only covering about, you know, 20 to 25% of the portfolio. So you’re still getting over, you know, on a weekly basis. 70.

[00:45:55] Barry Ritholtz: And and what’s that? ETF symbol

[00:45:57] Jeff Chang: HYTI Heidi. Yeah. And,

[00:46:01] Barry Ritholtz: And what about Commod? Do you do anything on the commodity side? So

[00:46:04] Jeff Chang: We have gold, I-I-G-L-D. So you know, biggest knock on gold has been the hunk of metal. Since your portfolio doesn’t do anything now you can monetize the volatility and have, you know, potentially

[00:46:16] Barry Ritholtz: Same process covered coal writing. Exactly. So it, this is why CBO is a partner with you guys. How does that relationship help you manage all of this option writing all this? That’s a great call

[00:46:30] Jeff Chang: Activity. That’s a great question. So let’s take I Gold as an example, right? Prior to that fund, GLD options stopped trading at four o’clock. By the way, this is one of the reasons why SIBO partnered with us, is how do we solve certain issues in the option market for the construction of of funds, right? If options stop trading at four o’clock and I need to know the close, I can’t create an ETF on that. That’s right. Right. SS and p options. SPI options, they trade, they close at four 15 today. GLD options stop trading at four 15. By the way, that’s a really cool statement to say that the entire street trades GLD options, that extra 15 minutes because we wanted that,

[00:47:15] Barry Ritholtz: That’s great.

[00:47:16] Jeff Chang: But that’s because you

[00:47:17] Barry Ritholtz: Have, you have to take the closing price at four and then use it for an in day

[00:47:21] Jeff Chang: Hedge or Yeah. We that we need that, we need that option market to be open that extra 15 minutes. And by the way, that, that those products by First Trust, invest, are, are the reason why we have an extra 15 minutes to trade GLD options. So if you’re, you’re late and you’re trading at 4 0 5, that, that’s us.

[00:47:38] Barry Ritholtz: And, and option trading is so much more complicated. So much more difficult. Yeah. Like you, I started on an equity desk, but have always been a little bit of a, an option junkie. Yeah. ’cause it’s so fascinating and most people use, don’t use options correctly, they’re just making like a lottery ticket bet. Yeah. Which tends not to be smart. You guys are using options for a very specific purpose to achieve what you describe as a defined outcome. Yeah. Solving

[00:48:09] Jeff Chang: Result, a problem,

[00:48:10] Barry Ritholtz: Solving a problem started with a problem. Really interesting. Yeah. Coming up we continue our conversation with Jeff Chang, co-founder and president of Vest. I’m Barry Ritholtz, your listening to Masters in Business on Bloomberg Radio. I’m Barry Ritholtz, your listening to Masters in Business on Bloomberg Radio. My extra special guest this week is Jeff Chang. He’s president and co-founder of Vest. The firm specializes in outcome oriented investing via primarily ETFs. They run over $50 billion in assets. Yeah. Before I get to my favorite questions, I want to ask any, so we’ve covered stocks, bonds, commodities, you mentioned crypto. What are you doing in terms of crypto and generating additional defined outcome results? Yeah. Using derivatives.

[00:49:15] Jeff Chang: Yeah. So we have a strategy also target income almost, I believe about a 18, 19% yield. And you’re still only covering about 20%. So that strategy tracks Bitcoin. So you can get on a weekly basis, let’s say, you know, 70, 80% of the upside in Bitcoin. And then a, you know, really high, high, almost 20% yield by monetizing the volatility. It’s the same thing because like, just like gold, some of the knock is, is that it just sits in my portfolio doesn’t do anything. And the value,

[00:49:47] Barry Ritholtz: Well no one could say that about Bitcoin. Yeah. It’s always doing something going up or going

[00:49:51] Jeff Chang: Down. Yeah, yeah, exactly. And

[00:49:52] Barry Ritholtz: What’s the ETF symbol for that?

[00:49:54] Jeff Chang: I bit, I’m sorry. I’m sorry. I’m, I’m sorry. Not I That’s black eye. Yeah, yeah. Defi. D-F-D-F-I-I. That’s right.

[00:50:02] Barry Ritholtz: DFII. Yeah. And so that’s options. How much of the upside, how much of the downside do you get and give up? Or is it just geared,

[00:50:13] Jeff Chang: We’re just writing cover calls on to Target, you know, a specific yield. I, like I said, I think anywhere from recovering every week about 20 to 25%. And at the money, how

[00:50:23] Barry Ritholtz: Often do those roll? Every week. Every week. Wow.

[00:50:25] Jeff Chang: Every Friday. Yeah. The reason why we like Weaks is that when you sell a call, you want the premium to go to zero, right? That’s right. And that decay accelerates in that last week if you’re selling a monthly option. So if you like do it four times a a month, you, you, you have the potential to generate more yield because you’re always capturing that extra decay. It’s like, it’s like football tickets, right? Like you ever go on StubHub like game times at one o’clock and you, you, you go on StubHub at 12, the ticket starts to drop like a rock. Right? Imagine if you kept tracking that and you, you made money off that, that that drop Right. And everything kind of follows that, that in fact, there’s actually only one thing that doesn’t follow that, you know what that is?

[00:51:09] Barry Ritholtz: Go on

[00:51:10] Jeff Chang: Giants tickets, they decay before the season starts.

[00:51:14] Barry Ritholtz: Well, as a guy who used to be in New Jersey for sure. Or

[00:51:18] Jeff Chang: Jets tickets, actually both of those are anomaly. They

[00:51:21] Barry Ritholtz: So really, so in other words, bad assets Yeah. Don’t generate good option returns. Yeah. That, that’s pretty reasonable. Yeah. How often do things get called away? That’s obviously the risk when you’re writing calls. Sure. How, how do you manage around that? How frequently is that built into your models? I mean,

[00:51:39] Jeff Chang: That can happen Oh, pretty frequently. But here’s the deal. Like, like think about this. And this is just a concept of of of of, let’s say I collect a $2 premium and the stock goes up $1.

[00:51:53] Barry Ritholtz: You’re good. Yeah.

[00:51:55] Jeff Chang: I made a a dollar, but it still got called away, but I still made a dollar. I just buy the stock back or however, however way I deal with the assignment, depending on the, the strategy. So the idea is as long as the stock doesn’t go above the premium, if I’m writing out the money or what, what I’ve actually gotten. Exactly. It

[00:52:10] Barry Ritholtz: Gives you a buffer to repurchase the stock not at a loss.

[00:52:14] Jeff Chang: Exactly. And, and this comes into what we call about the implied versus realized premium meaning options. If I look historically of a particular asset, whether it be a stock or a commodity or whatever, and it, it historically moves X I’m not gonna sell the premium at that number. Right. It’s gotta be X plus, right? Right. Just like when you sell car insurance, like if my expected loss is a thousand dollars, I’m not gonna sell the premium F for a thousand. I’m gonna sell it for $1,200 to make 200. Right. That extra little bit. Right? So in options, they have what’s called the implied versus realized premium. And so that’s really kind of where you’re trying to capture is, is the implied volatility versus what the realized volatility. And you’re hoping that the implied will be greater than the realized. I mean that’s the hope and option, especially when you’re selling them. Right. I think there’s a stat that like, you know, 60% or 70% of the time the person selling the option wins the trade. Right? Right.

[00:53:12] Barry Ritholtz: Most, you know, old option traders don’t die, they just expire worthless. Yeah, exactly. Is the old, old desk joke, but Exactly. You know, if you are a writer of options, you’re making a very specific bet. Yeah. And if you’re a purchase of options, you’re making a very different bedside.

[00:53:25] Jeff Chang: Yeah. Yeah. I mean, you see this, you know, in some cases the buying options is like you said, it, it, it, it, it can, you know, even Warren Buffet said there could be weapons of mass destruction. I mean, you could see these zero day options that people are buying.

[00:53:38] Barry Ritholtz: Yeah. That’s become crazy.

[00:53:39] Jeff Chang: I mean, those are like scratch off lottery tickets. Right, right, right. Who’s buying them? I don’t know. The kid in his mom basement popping his pimples eating manna sandwiches. I don’t know. At,

[00:53:47] Barry Ritholtz: At one point in time I imagine that there were market makers that had a hedge that for reasons Yeah. That were complicated. They were stuck with overnight positions. Yeah. Like I almost understand that, but the day traders playing with these Yeah, this is fanduels and draftking. Yeah. Pure speculative nonsense. Yeah,

[00:54:08] Jeff Chang: Exactly. So that’s why we don’t have anything in that space, but it is something to look at from afar.

[00:54:16] Barry Ritholtz: Huh. Really, really fascinating stuff. Last question before I jump to my favorite questions. So you are constantly thinking about how do we hedge this position? How do we create a buffer? How do we define a specific outcome for clients? What do you think the average investor isn’t thinking about relative to that approach? But, but perhaps should be. What, what do you think most people are kind of missing or not paying enough attention to? And, and it could be a geography, it could be a policy, whatever. But you, you’re obviously thinking about a lot of things differently than the typical index purchaser. What are we missing?

[00:54:59] Jeff Chang: Yeah, I think, you know, while we’ve had a tremendous amount of growth in, in kind of the option space of downside protection and, and the income generation part, I think a lot of the market is still, I think thinking two dimensionally in the stocks and bonds. Right? Like instead of just diversifying across, think about you could still diversify, but think about other ways to shape your return. Right? Or thinking about income generation out of the equity portfolio think about income generation or boosting yield in your fixed income part of it. And then also thinking about risk management beyond diversification there, while there is a lot of good part of the financial professional space that is picking up on this, I still don’t think like we are just tip of the iceberg at this point. Right. Hmm. That’s on one, one standpoint. I think people are, are still missing. The second I think is the, I think one of the biggest drivers in the market today, and no one would disagree is ai. Right? For sure. However, that’s not the part that people are, are, are missing that, you know, having been through the two thousands, I really feel like this is like 1999, 2000. Like think about the stocks that were big then, right? Like you had

[00:56:15] Barry Ritholtz: Juniper Networks. Yeah. Metromedia fiber. Wow. Right.

[00:56:18] Jeff Chang: Like I remember you guys remember price line

[00:56:21] Barry Ritholtz: Global crossing. Yeah. Well pri you know, a lot of these companies have been either absorbed into other companies. Yeah. And still price line Expedia, there’s a through line there. Totally. How is pets.com not Chewy today? Yeah. So some of ’em were just a little early.

[00:56:37] Jeff Chang: Exactly. So now let me ask you, who won that trade? Facebook, Google, Netflix, Amazon. Amazon,

[00:56:42] Barry Ritholtz: Apple, Microsoft. A

[00:56:44] Jeff Chang: Lot of those companies were private or startups then Google,

[00:56:48] Barry Ritholtz: Right?

[00:56:48] Jeff Chang: Yeah. Like, think about that. And I think that’s the same, like history doesn’t repeat itself. It rhymes. I actually think a lot of the, kind of the hugely successful companies from AI are in startup mode. So they’re at y combin error. 90% of the, almost 80 90% of the companies at YC are AI driven. They have, I’ve seen an article recently. Their month over month average for the batch is double digits, meaning their revenue is growing over 10% month, month to month, month over month. Wow. Or, or in some cases week over week,

[00:57:23] Barry Ritholtz: The week that, that’s unbelievable. And I, I said to someone the other day, someone said, who’s gonna de Deron Nvidia? And I said, the founder of that company hasn’t graduated high school yet, but he’s coming or she’s coming. He’s not, it’s not impossible. All right. Let’s, let’s jump to our favorite questions that we ask all of our guests. Starting with, who are your mentors who helped shape your career?

[00:57:49] Jeff Chang: Oh, that’s a great question. I would actually have to say my brother. Really? Yes. And

[00:58:00] Barry Ritholtz: In

[00:58:00] Jeff Chang: What way? My, I have an older brother. He’s four years older than me. He’s the overachiever, I’m the underachiever of the family. Okay. So my brother, I remember growing up, he was like the, he was good at math and science. I would literally show up to class and they’d be like, oh, you’re Bill Chang’s brother. You must be smart by the way, you know what that does to you as like a, a lot of pressure. Yeah. A lot of pressure. So he went on, he worked at Apple and then was at Tesla. I think he was chief architect of the Dojo Dojo project. If, if PE folks that aren’t familiar with Dojo, it’s the AI system at Tesla that coded the self-driving. Hmm. Right. He recently, and in fact, Bloomberg wrote an article about his firm density AI that I think they are one of the, the first companies to really kind of take on. ’cause the Dojo, I think system is one of the, one of the more efficient ways that can take on Nvidia for the chip. So that’s why it’s funny that you said like, Hey, the person that’s gonna deth throw Nvidia, may, may not, may still be in high school. I was like, yeah, he might just be four years older. Older than me. Or Right.

[00:59:13] Barry Ritholtz: Or he could be deep into the process already.

[00:59:16] Jeff Chang: Yeah. Yeah. So they recently, like I said, like Bloomberg just wrote an article about them on density ai. And he, he has been extremely, like, a lot of times people ask like, Hey, did you work that hard? ’cause your parents were, you know, like tiger parents? No, actually I was just chasing my brother the whole time. It was definitely a different dynamic and yeah. I couldn’t be more proud of him. And a lot of times people are like, Hey, what, what tea are the Changs drinking? Because we’re, but we get along great. While we’re competitive, we, we support each other. But he’s been, you’re in

[00:59:54] Barry Ritholtz: Different fields, so the competition. Exactly. Yes,

[00:59:56] Jeff Chang: Exactly. He’s an engineering. I I’m in finance

[00:59:59] Barry Ritholtz: Financial engine. Yeah. Yeah, exactly. So similar, similar background. Exactly. Let, let’s talk about books. What are some of your favorites? What are you reading right now?

[01:00:05] Jeff Chang: Yeah. Well, I said Liar’s Poker was Right. Classic was a very influential one. Classic. Yeah.

[01:00:10] Barry Ritholtz: Just had its 30th anniversary, I think last year. Yeah.

[01:00:12] Jeff Chang: I like, I thought was really good for me it was the book Influenced by Robert Chelani.

[01:00:19] Barry Ritholtz: Fantastic.

[01:00:19] Jeff Chang: It was a great book. The kind of along with that, how to Win Friends and Influence People. I think those are great. I actually in finance, one of my first ones was The Intelligent Investor by Ben Graham. Yeah. Ben Graham. Those are kind of cornerstones. Yeah.

[01:00:34] Barry Ritholtz: That, that’s a great list. Yeah. I know you are on planes a lot. Yeah. When you’re not reading, what, what are you streaming? What’s keeping you entertained on these long cross country flights? Either podcasts or Netflix or whatever.

[01:00:48] Jeff Chang: I do listen to podcasts. A master’s in business. Yeah. However, there’s a new thing that I I I’ve been doing, actually, it’s not a book. Right. And it, it, it’ll probably be hit everybody differently on, on what I’m doing here. Okay. And I could tell you, I got this from a good friend of mine and he’s gonna kill me for saying this. So I’m good. A friend of mine, his name Matt Bellamy, he’s the lead singer in the Muse. Okay. And he, he actually taught me this, so I can’t take credit for this. We go into chat GBT and he actually sent me the prompt and we prompt chat, GBT tell me in the last two weeks what you have learned that is beyond human comprehension. Something along those lines. Really.

[01:01:37] Barry Ritholtz: How

[01:01:38] Jeff Chang: Fascinating. And by the way, it spits out all this stuff because if you think about it, humans, like we as a human, you could get a PhD in biology, you get a PhD in astrophysicists, you get PhD in chemistry. But like, you’re the expert in their field. But think about this, that like chat GBT passed the bar exam in like, I don’t know, like a couple weeks. Right, right. So it’s becoming experts in everything and then it’s combining all of those things together. So how many like PhDs and chemistry astrophysicists do you have that like have like the expert in everything and then what comes out? Like you tend to learn so many things that like, by the way, it turns into this rabbit hole. And I noticed that my prompt actually, ’cause I always tell it to me, like, explain it to me, me like I’m 16. So I’ve been driving into this other thing of, it’s been teach me about quantum entanglement. Are you familiar with this? Of course. Well, like

[01:02:29] Barry Ritholtz: Who isn’t familiar with spooky action at a distance? I mean, they teach that in middle school. Yeah,

[01:02:35] Jeff Chang: Exactly. So the, the quantum entanglement of that, you have two protons that, you know, if you do want to XY we’ll do the same. It’s just like having two dice if dice on Earth, by the way, they’ve proven this, like if you roll the, the, the dice on earth, it rolls a six. It’ll definitely roll a six. And it’s not bound by space and time. So basically it could be light years away, you roll that dice, it rolls an eight, this one in earth is gonna roll an eight. And so then they sort of combine that with is that part of human consciousness that is your consciousness. Quantum entangled is what makes

[01:03:10] Barry Ritholtz: You, you

[01:03:11] Jeff Chang: By the way this type of like thinking, there’s,

[01:03:13] Barry Ritholtz: There’s a related topic, and I haven’t run this through chat GBT, but I should, which is the concept of emergence. Yeah. Intelligence emergence as the natural outcome of the universe. Why does the universe exist if not to create a conscience Yeah. Intelligence or, although the flip side of that is life is fairly common throughout the universe. Hydrogen, carbon, oxygen, nitrogen. But advanced technological life so far at least appears to be exceedingly rare. Yeah. So that’s the counterbalance of totally. Of emergence. Totally. But,

[01:03:52] Jeff Chang: And then the other thing that I found recently that people can dig into, I think this is fascinating, is that your head experiences time different than your feet from the proximity of gravity’s.

[01:04:05] Barry Ritholtz: Well certainly we have to adjust GPS Yeah, yeah. Because the, for the relative relative relativity Yeah.

[01:04:11] Jeff Chang: The GPS versus

[01:04:12] Barry Ritholtz: Which, which Einstein turned out to be Right. About that. Exactly. So, but the difference between your head and feet Oh yes. Is so tiny. Unless yes, you’re falling into a black hole and then spaghettification So is is the problem.

[01:04:24] Jeff Chang: Yeah. So then you take quantum entanglement and you then say, okay, if I have a proton here and a proton elsewhere, and the light and the how that proton experience is time through entanglement versus how time bends with gravity. By the way, all of this just keeps going deeper and deeper and deeper on the rabbit. And then, and then the thing is, is that I keep telling it to explain it to me like I’m 16 now. My entire prompt explains everything. I will explain it to you as if you’re 16 years old.

[01:04:57] Barry Ritholtz: So the, the issue I occasionally run into Yeah. With perplexity or, or Chachi pt, is it tends to conform its output to you. Yes. And sometimes I’ll ask a question and it’s like, no, I don’t want a list of 10 podcast questions. Yes. I just tell me about Jeff Chang and what led to vest. Don’t gimme a podcast. That’s right. I I have my own

[01:05:20] Jeff Chang: Questions. That’s why I use multiple gr everything else. Right. That, that way I get a, a whole plethora. And then what ends up happening is you get all this new stuff and then you dig deep into whatever topic. And I found that so fascinating because I just, it’s curiosity. It’s like it’s

[01:05:37] Barry Ritholtz: Continue if you’re interested in these sorts of things. Exactly.

[01:05:39] Jeff Chang: Absolutely. And, and

[01:05:41] Barry Ritholtz: By the way, but you have to be on guard for the occasional hallucination. Oh, a hundred percent. And every now and then I find myself leaving AI to go to just traditional search. Yeah. And say, Hey, show me a source for this. Is is this? Yeah. I, I don’t think before ai I don’t think people were skeptical enough about the sources of what they consumed with ai. Yeah. You really have to know what is real and what is fake. That’s right. People, people missed that. All right. Our final two questions. What sort of advice would you give to a recent college grad interested in a career in asset management? Or, or, or gen or ETFs specifically?

[01:06:22] Jeff Chang: Yeah. I think a recent college grad. I think similar to kind of bringing it full circle, same thing. Like develop the skills that, you know, you’re not beholden to anybody. Right. Whatever that is. Whether you’re in college or outta college. Like, develop those skills that you can actually, that they’re portable, one to the other. And then not be afraid of failure. Take chances. Now, this is not for everybody. I would say, you know, meaning not everybody is going to be a founder. Not everybody’s gonna be an entrepreneur, which I, by the way, I find as two different people. Founder has the creativity. An entrepreneur has the grit and influence. A founder has to have the creativity. ’cause you’re, you’re actually introducing a whole new industry or a whole new thing that somebody else has not seen yet. Right. But that’s the thing. And then also keep your eye out for painful problems that you have the skillset to solve. So obtain those skill sets and then have your eyes out, eyes peeled throughout life. Write them down.

[01:07:29] Barry Ritholtz: Look for pain points,

[01:07:31] Jeff Chang: Look for pain points, look for problems. And then the second, the last thing is just a personal thing is don’t take yourself too seriously. Right. Have fun with life. And, and I think that, that, that is, ’cause otherwise all this stuff can create massive amounts of burnout.

[01:07:46] Barry Ritholtz: And our, our final question, what do you know about the world of buffered funds investing ETFs today might have been healthful 15, 20 years ago when you were first getting started,

[01:07:59] Jeff Chang: How hard it would’ve been, right. Like literally,

[01:08:03] Barry Ritholtz: Would that have discouraged you from launching or, yes.

[01:08:06] Jeff Chang: I think that was actually the superpower, right? Like when you climb a mountain and you don’t know how high it is and there’s a cloud base, if you saw and a clear view, it, it probably wouldn’t be, if you told me to quit my job and I wouldn’t get paid for four plus years, I probably wouldn’t have done that. But then it’s like always success is always around the corner. At least you dream of it, right? Everybody sees what you are now. They don’t see the pain where you’re constantly just waiting for that cloud to clear on the next part of the mountain. Because I, I could tell you this, that like, if, if, if you saw the how big the mountain is, it would be nobody would do it. Huh.

[01:08:43] Barry Ritholtz: Really, really interesting. Yeah. Thank you Jeff for being so generous with your time. We have been speaking with Jeff Chang, co-founder and president of Vest. If you enjoy this conversation, well check out any of the 600 we’ve done over the past 12 years. You can find those at iTunes, Spotify, YouTube, Bloomberg, wherever you get your favorite podcasts. I would be remiss if I didn’t thank the Croc staff that helps put these conversations together each week. Alexis Noriega is my video producer. Sean Russo is my researcher. Anna Luke is my podcast producer. I’m Barry Ritholtz. You’ve been listening to Masters in Business on Bloomberg Radio.

 

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10 Sunday AM Reads

Avert your eyes! My Sunday morning look at incompetence, corruption and policy failures:

Cabinet Apocalypse: A News Review in an Imagined Conversation: “Calling this meeting to order. That was a long speech that I just gave. State of the Union. Long speech. Not going to stand up and do that again next year. So let’s hear it. Plans to make sure I don’t have to. Plans to end the United States by a year from now. Around the table. Go. Start us off, Linda.” (Thinking about…)

• Binance Employees Find $1.7 Billion in Crypto Was Sent to Iranian Entities: Binance pledged to crack down on crime. But internal investigators at the world’s largest crypto exchange continued to find evidence of potential legal violations on the platform. After Internal Binance investigations uncovered massive flows to sanctioned Iranian entities — and employees who flagged it were fired. (New York Times) see also Binance—Whose Founder Was Pardoned—Now Holds 87% Of Trump’s Stablecoin: The exchange whose CEO received a presidential pardon now dominates the market for the Trump-linked USD1 stablecoin. (Forbes)

‘Don’t go to the US – not with Trump in charge’: the UK tourist with a valid visa detained by ICE for six weeks: A British traveler with proper documentation was detained by immigration authorities. The chilling effect on international travel to the U.S. is growing. Karen Newton was in America on the trip of a lifetime when she was shackled, transported, and held for weeks on end. With tourism to the US under increasing strain, she says, ‘If it can happen to me, it can happen to anyone’(The Guardian)

• The Real Reason Anthropic Wants Guardrails: The Atlantic digs into what’s really behind Anthropic’s resistance to Pentagon pressure — it’s not just ethics, it’s a calculated bet on where AI’s long-term value lies. (The Atlantic)

The Looming Taiwan Chip Disaster That Silicon Valley Has Long Ignored: If China invades Taiwan and cuts off its chip exports to American companies, the tech industry and the U.S. economy would be crippled. (NYTimes)

They Fought for the C.I.A. in Afghanistan. In America, They’re Living in Fear. Afghan operatives who risked their lives working for U.S. intelligence are now in the U.S. — terrified of deportation by the government they served. A shooting in Washington, D.C., threw their immigration status into jeopardy — and brought attention to a long-hidden dimension of America’s war. (New York Times)

• X Really Is Pulling Users to the Right: Algorithmic radicalization has now come for the elites, too. It’s not your imagination. The platform’s algorithmic and editorial choices are measurably shifting its user base’s political orientation. (New York Magazinesee also The Republican Party Has a Nazi Problem: How did the GOP become a haven for slogans and ideas straight out of the Third Reich? It’s not a fringe issue anymore. The Atlantic examines how extremist elements have become embedded in the GOP’s coalition and why the party can’t — or won’t — purge them. (The Atlantic)

• DoJ cases against protesters keep collapsing as officers’ lies are exposed in court: A string of embarrassing defeats for prosecutors as federal agents’ testimony falls apart under scrutiny as experts condemn DoJ effort to cast people as ‘violent perpetrators’. The pattern is hard to ignore. (The Guardian)

40 Iranian Doctors and Nurses Describe a Massacre: As street protests spread across Iran in early January, the authorities turned off the internet. Most of the world didn’t see the bloody crackdown that followed. We surveyed Iranian medical workers across 14 cities and 11 provinces about their experiences treating wounded protesters. Despite great personal risk, they shared their stories. Medical workers who treated victims of Iran’s 2022 protest crackdown break their silence, describing in harrowing detail what they witnessed in hospitals and morgues. (New York Times)

I am a 15-year-old girl. Let me show you the vile misogyny that confronts me on social media every day: Anonymous: Objectification, hate, rape threats: the politicians debating online abuse mean well, but to truly understand, they need to see what I see. (The Guardian)

Be sure to check out our Masters in Business this weekend with Jeff Chang, cofounder and President of VEST. The firm manages over $55 billion in client assets across various “Buffered” and “Target Outcome” strategies. Backed by Y Combinator, the firm launched in 2012 and pioneered an approach to portfolio construction based on defined outcomes and engineered certainty.

 

Why English-speaking countries have especially bad housing crises is their common law systems (adversarial and litigious) vs judge-led civil law systems elsewhere

Source: @jburnmurdoch

 

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MiB: Jeff Chang, President and Co-Founder of Vest

 

 

This week, I speak with Jeff Chang, President and Co-Founder of Vest. We discuss his journey into founding Vest and how he developed his views on the benefits of hedging via ETFs. We also talk about the creation of financial products geared towards hedging.

He explains how the largest issuer of structured notes was Lehman Brothers(!) and why Vest created a different firm without that same counterparty risk.

A list of his current reading/favorite books is here; A transcript of our conversation is available here Tuesday.

You can stream and download our full conversation, including any podcast extras, on Apple Podcasts, Spotify, YouTube (video), YouTube (audio), and Bloomberg. All of our earlier podcasts on your favorite pod hosts can be found here.

Be sure to check out our bonus Masters in Business episode this coming week with Bill Gurley of Benchmark Capital. We discuss his career, the current state of the Venture Capital space, and his new book,

 

 

 

 

Current Reading/Favorite Books

 

 

 

 

 

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10 Weekend Reads

The weekend is here! Pour yourself a mug of Danish Blend coffee, grab a seat outside, and get ready for our longer-form weekend reads:

A war foretold: how the CIA and MI6 got hold of Putin’s Ukraine plans and why nobody believed them: Drawing on more than 100 interviews with senior intelligence officials and other insiders in multiple countries, this exclusive account details how the US and Britain uncovered Vladimir Putin’s plans to invade, and why most of Europe – including the Ukrainian president, Volodymyr Zelenskyy – dismissed them. As the fourth anniversary of the invasion approaches and the world enters a new period of geopolitical uncertainty, Europe’s politicians and spy services continue to draw lessons from the failures of 2022. Western intelligence agencies had the playbook for Russia’s invasion months in advance. The story of why the warnings were ignored. (The Guardian)

The Rise of the Manhattan Mega-Mansion: Big-money buyers are no longer content with the usual conversions. Steven Harris, an architect whose eponymous firm has worked on more than 100 single-family townhouses over the past 30 years, says demand for bigger urban homes has been booming. (Citylab)

• Pills Are Becoming Machines That Work Inside the Gut: The next generation of medicine isn’t just delivering drugs — it’s deploying tiny machines inside your body that can diagnose, report back, and take action on their own. (IEEE Spectrum)

• Rolex Opened a College—and It’s as Selective as Harvard: The Swiss watchmaker is training its next generation of craftspeople at a school with an acceptance rate that rivals the Ivy League. America has fewer than 2,000 professional watchmakers. Rolex’s new Dallas school aims to fix that—and the demand for admission says a lot about the state of work in 2026. (GQ)

The Fallacy Fallacy: Why you shouldn’t go looking for faulty reasoning everywhere. Knowing the names of logical fallacies doesn’t make you a better thinker — it just makes you better at dismissing arguments you don’t like. (Persuasion)

Child’s Play: Tech’s new generation and the end of thinking: Sam Kriss goes inside an AI startup founded by a kid and finds something stranger and more unsettling than the usual Silicon Valley origin story. (Harper’s) see also Kids Show Us What They’re Into, From Pokémon to Pop Stars: Bloomberg photographs Gen Alpha kids’ rooms and obsessions — a window into the tastes, brands, and cultural forces shaping the next generation of consumers. (Bloomberg)

My maddening battle with chronic fatigue syndrome: ‘On my worst days, it feels almost demonic’ I suffered with my mystery illness for decades before gaining a diagnosis. Could retraining my brain be the answer? A deeply personal account of living with ME/CFS — a condition that remains poorly understood, widely dismissed, and devastatingly debilitating for those who suffer from it. (The Guardian)

• Metabolism, not cells or genetics, may have begun life on Earth: A big open question in 21st-century science is how life began here on Earth. A provocative new theory suggests life didn’t start with DNA or cells — it started with metabolism. Chemical reactions came first; biology came later. (Big Think)

Has Trump Delivered on His Promises? What These 12 Metrics Tell Us: Every year, Bloomberg Opinion chooses specific metrics to cut through the noise and measure the current president’s results on the job. This year, the 12 data points our columnists broke down are more important than ever, with control of Congress hanging in the balance ahead of the midterms. The analysis, in both text and video below, shares a consistent approach. For each issue, we focused on the numbers that best measured success, failure or something in between. A dozen data points against Trump’s campaign promises. The scorecard is mixed at best. (Bloomberg)

‘Survivor’ Is America It’s our greatest game and our truest mirror. Season 50 of Survivor is here, and the show remains the most durable metaphor for American culture — alliances, betrayal, individualism, and the illusion of meritocracy.  And in its tiki-torch-festooned way, it’s captured our society as an ever-changing collection of tribes. (New York Times

Be sure to check out our Masters in Business next week with Jeff Chang, cofounder and President of VEST. The firm manages over $55 billion in client assets across various “Buffered” and “Target Outcome” strategies. Backed by Y Combinator, the firm launched in 2012 and pioneered an approach to portfolio construction based on defined outcomes and engineered certainty.

 

Brazil, Canada, and Mexico gain as the 15% Section 122 tariff replaces higher IEEPA rates and USMCA shields North America.

Source: BofA Global Research

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10 Friday AM Reads

My end-of-week morning train WFH reads:

• People Loved the Dot-Com Boom. The A.I. Boom, Not So Much.: The dot-com era generated genuine public excitement. The AI boom is generating anxiety, skepticism, and resentment — even as the money keeps pouring in. (New York Times)

• Constellation Brands: The Fastest Growing Beer Company in America: The parent company of Modelo and Corona has been on a tear, riding the wave of shifting American beer preferences and demographic change. (Fiscal.ai)

• Luxury’s Overexposure Is Biting: The luxury sector bet on ubiquity — logos everywhere, collabs with everyone, accessibility as strategy. Now the bill is coming due as exclusivity evaporates. (Matter / Substack)

• Crypto Is Pointless. Not Even the White House Can Fix That.: Despite unprecedented government support, crypto still hasn’t found a reason to exist beyond speculation. The problem was never regulation — it was utility. (New York Times)

• The Biggest New Fans of 401(k)s Are Small Businesses: New tax incentives and simpler plan structures are driving a wave of small businesses offering retirement plans for the first time. (Wall Street Journal)

• The Trump ‘Affordability’ Pivot That Never Came: The president promised to bring down costs for working families. Heading into the State of the Union, housing, groceries, and healthcare are all still crushing household budgets. (The Bulwark)

• 10 Least Reliable Cars of 2026: Consumer Reports’ annual survey of 380,000+ vehicles names the models most likely to leave you stranded. (Consumer Reports)

• Across the US, people are dismantling and destroying Flock surveillance cameras: Citizens are taking matters into their own hands, physically removing the license plate reader cameras that have quietly blanketed American cities. (Blood in the Machine)

• How scammers are using AI deepfakes to steal money from taxpayers: AI-generated voices and faces are being used to impersonate government officials and steal public funds. The fraud is getting more sophisticated faster than defenses can keep up. (Washington Post)

• How Did Hendrix Turn His Guitar Into a Wave Synthesizer?: Jimi Hendrix was a systems engineer who happened to play guitar. A technical breakdown of how he precisely controlled modulation and feedback loops to create sounds nobody had heard before. (IEEE Spectrum)

Be sure to check out our Masters in Business next week with Jeff Chang, cofounder and President of VEST. The firm manages over $55 billion in client assets across various “Buffered” and “Target Outcome” strategies. Backed by Y Combinator, the firm launched in 2012 and pioneered an approach to portfolio construction based on defined outcomes and engineered certainty.

 

Irrational Exuberance vs Chat GPT Launch (No earnings versus earnings)

Source: @steve_donze

 

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