Tag: amos tversky

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The Proliferation of LP Podcasts

I am under no illusion that there is a hell of a lot of interest in the LP landscape today. Not only from GPs who are realizing the difficulties of the fundraising climate, but also from aspiring and emerging LPs who are allocating to venture for the first time. The latter of which also have a growing set of interests in backing emerging GPs. And in the center console in this Venn diagram of interests lies the education of how to think like an LP.

I still remember back in 2022 and prior, we had Beezer’s #OpenLP initiative, Ted Seides’ Capital Allocators podcast, Notation Capital’s Origins, and Chris Douvos’ SuperLP.com. Last of which, by the way, can we start a petition to have Chris Douvos write more again? But I digress. All four of which trendsetters in their own right. But the world had yet to catch storm. Or maybe, the people around me and I had yet to feel the acceleration of interest.

Today, in 2024, we have:

There is no shortage of content. LPs are also starting to make their rounds. You’ll often see the same LP on multiple podcasts. And that’s not a bad thing. In fact, that’s very much of a good thing that we’re starting to see a lot more visibility here and that LPs are willing to share.

But we’re at the beginning of a crossroads.

A few years back, the world was starved of LP content. And content creators and aggregators like Beezer, Ted, Nick, and Chris, were oases in the desert for those searching. Today, we have a buffet of options. Many of which share listenership and viewership. In fact, a burgeoning cohort of LPs are also doing their rounds. And that’s a good thing. It’s more surface area for people to learn.

But at some point, the wealth of information leads to the poverty of attention. The question goes from “Where do I tune into LP content?” to “If I were to listen to the same LP, which platform would I choose to tune into?“

After all, we only have 24 hours in a day. A third for sleep. A third for work. And the last competes against every possible option that gives us joy — friends, hangouts, Netflix, YouTube, hobbies, exercise, passion projects and more.

In the same way, Robert Downey Jr. or Emma Stone or Timothée Chamalet (yes, I just watched Dune 2 and I loved it) is going to do multiple interviews. With 20, 30, even 50 different hosts. But as a fan (excluding die-hard ones), you’re likely not going to watch all of them. But you’ll select a small handful — two or three — to watch. And that choice will largely be influenced by which interviewer and their respective style you like.

While my goal is to always surface new content instead of remixes of old, there will always be the inevitability of cross-pollination of lessons between content creators. And so, if nothing else, my goal is to keep my identity — and as such, my style — as I continue recording LP content. To me, that’s the human behind the money behind the VC money. And each person — their life story, the way they think, why they think the way they think — is absolutely fascinating.

In closing

There’s this great Amos Tversky line I recently stumbled upon. “You waste years by not being able to waste hours.” And in many ways, this blog, Superclusters, writing at large, and my smaller experiments are the proving grounds I need to find my interest-expertise fit. Some prove to be fleeting passions. Others, like building for emerging LPs, prove to be much more.

Photo by Jukka Aalho on Unsplash

Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!

The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

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How Prospect Theory Relates to Venture Capital

economics, prospect theory, coins, venture capital

The other day, I saw a post on r/venturecapital (and now you know what my Reddit handle is) asking how prospect theory relates to venture capital. Admittedly, quite thought-provoking! Ever since college, I’ve been a huge behavioral economics buff – how human psychology dictates market motions. And, prospect theory happens to fall in that category.

First developed by Daniel Kahneman and Amos Tversky, prospect theory is a behavioral model that says humans are naturally loss-averse. Oh, you might know the former Nobel Prize bugger from authoring Thinking, Fast and Slow, a book I highly recommend if you’re curious about the intricacies of how our brain understands the data around us. Simply put, we react stronger to losing something than when we gain something.

*As you can see, this graph is safe for family-friendly programming

For example, I’m more likely to feel the loss after losing my $1500 cellphone than the ephemeral gain of winning a grand and a half in the lottery. On one end, you’re probably thinking that makes sense. On the other end, you’re probably calling me a loser for spending so much on a cellphone. Well, joke’s on you. I got my phone for $250 on Black Friday. But I digress. In another instance, if you look at kids, they’re more likely to throw a tantrum if you take away a marshmallow on their plate than give you a hug for giving them an extra marshmallow.

Similarly…

As you might expect, prospect theory informs many of my investing/sourcing decisions, including:

So, VCs and prospect theory

So, you’re probably now thinking: “Gimme the deets.”

While prospect theory suggests people typically weigh the impact of their losses more than they so their wins, VCs are humans at the end of the day. Just like your amateur naive stock trader will hold on to losses, and sell their wins, many VCs tend to do the same, as a reactionary measure.

It’s counterintuitive. But the name of the game in early-stage investing is not about how many losses you’ve sustained (especially when 7 out of every 10 go out of business, 2-3 break even, and hopefully 1 makes it), but about the magnitude of the wins an investor makes.

For instance, if you’ve invested in 100 companies, and 99 go out of business, and 1 makes 200x, you just doubled your fund. Of course, a successful fund typically makes 3-5x cash on cash multiple. Just our fancy way of saying your fund returns $3-5 for every dollar invested by a limited partner (LP). Although there are some nuances, many VC investors use cash on cash and multiple on invested capital (MOIC) quite interchangeably.

Guess for you to be counted as a successful investor, that one investment’s gotta go to 300x, at the minimum. In reality, you’re probably not going to have just one investment perform. Especially if you’re in the top quartile of VCs out there. You’re looking at a ~2.5% unicorn rate. So 2-3 investments of your 100 investments should be valued at over a billion dollars. Unless you’re Chris Sacca, who I hear returned 250x cash on cash for his first $8.4M seed fund, which included the likes of Uber, Twitter, and Instagram.

Of course, larger funds are harder to return. It’s easier to return a $10M fund than a $1B, much less a $100B. While I’m not supporting the only $100B vehicle known to date, the losses that fund sustained made the front page news a while back. And though by monetary value, they lost more than most other funds out there. Percentage-wise, they’re not alone. But in the public and media’s eyes, their losses are weighted more heavily than smaller funds.

In closing/Disclaimer

But hey, I’m no registered investment advisor. If you’re looking for which specific startups to invest in, please do consult with a professional. While I may share what startups have attracted my attention here and there, my thoughts are just my own thoughts. And, this post is merely me sharing the correlation between venture capital and prospect theory, plus a few digressions.

Photo by Josh Appel on Unsplash

Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!

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An Innovator’s Inspiration

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Creativity.

I have a love-hate relationship with that word. On one hand, I love and seek to learn from creative souls. It’s a trait that I seriously respect in individuals, regardless of industry, profession, or background. On the other hand, it’s rather amorphous. What’s creative to me may not be creative to you. We are bounded by the parameters of our experiences and what we, as individuals, are exposed to.

So, where do innovators draw inspiration?

Over the years, I’ve seen inspiration stem from three main frameworks:

  • The flow from art;
  • Margins;
  • And, what people dislike.

The Flow from Art

I seem to find that the data largely (with a few outliers) points towards the following:

Art precedes science. Science precedes tech. Tech precedes business. Business precedes law.

Art is bounded only by one’s imagination. Science, which draws inspiration from art, is limited by our physical universe and the fundamental laws. And, tech rides on the coattails of science, restricted by the patterns recognized in our universe by scientists before them. Similarly, business can only optimize existing technology. Following suit, regulations and legal practice can only debate and prevent ramifications that have turned from hypothesis to reality.

On one end of the spectrum, fiction has driven innovation on the fundamental, scientific front. Scientists have tried to make the impossible – fiction, superstition, assumptions, and imagination – possible. On the other end, the legal and regulatory space has empirically lagged behind business innovation. From autonomous driving to the shared economy to video games, a regulatory emphasis came only after incidents occurred. I’m a huge proponent of founders becoming self-regulatory. But that is a discussion for another day.

Margins

As Jeff Bezos famously said:

“Your margin is my opportunity.”

In the lens of a businessperson, profits exist on the margins. In a fully saturated market, as we learned in economics class, perfect competition will squeeze out profits. That margin can be delta between human perfection and imperfection. It can be the difference between a naive and sophisticated individual. It can also be the blind spots between a self-awareness and ignorance.

The good news (and bad news?) is that humans aren’t rational. As much as we try to be, we’re not. We repeat the same mistakes. After all, that’s where our favorite stories come from – the fact that we’re imperfect. If we were rational, our friendly neighborhood kid from Queens wouldn’t have to struggle with identity. Or, Skinner, the head chef at Auguste Gusteau’s restaurant, wouldn’t be out to exterminate my favorite rat chef.

From a nonfictional front, if we were rational, gambling, the lottery, therapy, and more wouldn’t exist. In fact, there’s a whole industry that capitalizes on human imperfection – insurance. We choose to reach for that last cookie when we know a healthier diet with less sugar is better for us (I’m guilty as well). We set New Year’s resolutions to work out more, but regress to our couch norm after the first month. Walter Mischel famously conducted The Marshmallow Experiment. When given the option to wait 15 minutes to double their treats, many children opted for immediate gratification.

There would be way fewer founders if they were rational. I mean, come on, the numbers work against them. 90% of startups fail. So, from a VC’s perspective, we have to ask ourselves:

What’s is the underlying notion that makes this product work?

What is that innate theme in human or societal development that won’t disappear anytime soon? What factors produce such a trend? And what margin is it taking advantage of? Uber was made possible with the evolution of smartphone and faster data. As more data were archived online, Google became a reality because of the internet and browser. Two current examples of underlying notions include:

  • Audio, including, but not limited to, podcasts and audiobooks, is the new form of content consumption. Not only does it free up consumers’ hands and eyes up, audio content is often easier to digest. The spoken word has been around millennia, whereas print is fairly new invention. Emotions and sarcasm is often easier to relay via audio than via print. So, what else is possible?
  • With growing consumer sentiment against traditional social media, like Facebook, Twitter, and Instagram, there is a shift to social experiences surrounding active participation. Sarah Tavel writes a great piece on this. Examples include Discord, Medium, TikTok, and user-generated content (UGC) in video games, like mods and in-game skins. Many of the traditional social media platforms leave users with a more negative passive experience, where they feel a sense of FOMO (fear of missing out). Through active participation, users can be a part of the conversation, rather than watch from the sidelines.

What do you dislike?

Speaking of negative experiences, aversion is a strong motivating emotion humans have. Like prospect theory illustrates, loss invokes a stronger response than gains. It also happens to be one of the reasons why I probe how obsessed a founder is about a certain problem.

In a recent interview with Andrew “Kappy” Kaplan, host of the podcast, Beyond the Plate, Grant Achatz, legendary chef, talks briefly about how he drew inspiration from his daughter’s dislike of cheese, yet she still ate pizza and grilled cheese sandwiches. Similarly, when his guests at Alinea didn’t like sea urchin, he thought about the ‘why’ and if he could circumvent their aversion by playing with various variables, including iodine concentration.

So, what do you dislike (with a passion)? What about the people around you? And can you figure out a way to change or eliminate that frustration? Take some time through the idea maze.

In closing

Ideas come in all shapes and sizes. Some may be more obvious than others. Some may snowball into a best-selling one. Although I’ve shared the three most common frameworks that I’ve personally generated and seen others find inspiration, it is, of course, not the only ways to exercise your creative muscle. In fact, the first step into being more “creative” is being cognizant about everything around you.

Two years ago, one of my former professors recommended I start ‘idea-journaling’ every day. Since I’ve started, I began noticing more and more stimuli from my surroundings, conversations and frustrations.

It may be a start, but it’s by no means an end. Stay curious.

Photo Credit: Ariel Zhang @yuzhu.zhang
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