Power Law

topic on 14 shows · 17 statements across 16 episodes · said 8 times in 7 episodes since 2022

TBPN 3 Acquired 2 Founders 1 Lenny's Podcast 1 Capital Allocators 1 the Y Combinator Startup Podcast In Depth American Optimist the Knowledge Project My First Million the Neon Show Sourcery the a16z Podcast 20VC

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17 statements about Power Law, every show

a16z Opinion
George: Tech Investing Power Law Is Most Extreme in Decades
“Right now, clearly the power law is more extreme than it has been in the last, you know, 10 to 20 years of technology investing, probably going back to, you know, the emergence of the network effect driven consumer companies.”
David George Sep 10, 2026 ▶ 1:44 Why Investors Are Rethinking Everything for the AI Era
Scott: Venture power law dynamics are only true in retrospect
“The catch here is that the power law is only true in retrospect and it is very obviously true.”
Eric Scott May 22, 2026 ▶ 13:56 AI Investing Strategy for 2026 · Joe Lonsdale
a16z Insight
A power law applies to goals; one quarterly outcome outweighs all others
“There's a power law in everything, and power law in business, power law in venture, power law in your life, and there's typically one thing every month or quarter that if you accomplish is worth more than everything else combined, and figuring out what that on…”
Jonathan Swanson Dec 10, 2025 ▶ 21:10 The Unicorn Founder Who Delegated Everything.
20VC Insight
Taneja: VC firms can manufacture power-law outliers via founder tools
“If we can create more tools to have more founders to scale, then we can actually manufacture more outliers than the ones that naturally exist on the power law.”
Hemant Taneja Sep 22, 2025 ▶ 5:52 General Catalyst CEO, Hemant Taneja: Lessons Scaling GC to $40BN in AUM · 20VC with Harry Stebbings
TBPN Insight
Randle: Neil Mehta's track record proves power law dominates growth VC
“If you look at someone like Neil Mehta's track record, it's like, is his hit rate, like, 90%? No, there's, like, a ton of flame outs in there. But he's just invested in situations where he's put, you know, 400 in and gotten five billion out. And it turns out, …”
Everett Randle Apr 17, 2025 ▶ 18:34 You Shouldn't IPO - Here's Why | Everett Randle on TBPN April 10th
IN DEPTH Insight
Wang: Marketing creates power-law outcomes and intense competitive selection
“These marketing buyers did have, there are a lot of network effects of marketing, because if I'm running much better marketing than you are, and we have a very similar sort of brand, I'm going to win and I'm going to win really big. I'm going to win sort of li…”
Kevin Wang Feb 6, 2025 ▶ 57:40 Inside Braze’s blitz to $500M in CARR | Building broad, going global, and outfoxing the competition
Petersen: Seed investors must focus solely on best-case upside
“I think Paul's got, his superpower is like not, he only sees what's possible and like how valuable or big could this thing be if everything works and he ignores every other outcome that's possible. And that is probably the right way to do seed investing, you k…”
Ryan Petersen Nov 11, 2024 ▶ 6:44 Unicorn Founder on Unseen Arbitrages, the Paradox of Wealth + Charlie Munger Wisdom
20VC Insight
Shah: Power law returns trigger partner egos that fracture VC trust
“It's especially hard in a venture firm in light of the power law, right? Again, very few companies are going to Create returns, which means there's likely to be concentration among different investors. Which suggests that you can have a skew of ego or insecuri…”
Shardul Shah Sep 16, 2024 ▶ 27:52 Shardul Shah: How Index Makes Decisions & Why Benchmarks & Averages in VC are BS | E1202 · 20VC with Harry Stebbings
20VC Insight
Shah: Power law lets VC firms survive market cycles longer
“Given it's such a, and the industry is so driven by the power law, like, I think people can withstand cycles longer than we probably give them credit for.”
Shardul Shah Sep 16, 2024 ▶ 45:28 Shardul Shah: How Index Makes Decisions & Why Benchmarks & Averages in VC are BS | E1202 · 20VC with Harry Stebbings
SOURCERY Insight
Weisburd: Power laws in VC end around a $100M valuation
“Power laws pretty much end at about a hundred million dollar valuation, right? Depending on obviously like whether stuff will expand, you can't invest out a five hundred million dollar valuation, get a thousand X. It's just the math. Math doesn't work”
David Weisburd Mar 8, 2024 ▶ 17:08 David Weisburd, 10X Capital: Finding Alpha and LP Bias · Sourcery with Molly O'Shea
20VC Insight
Rohan: Venture conviction is rarer than favorable pricing
“One undisputable law, empirical law of a venture is the power law, right? And so the rare thing is not price. The rare thing is conviction and the company. And so if you've got conviction and you found the company, you write that check, 10,000,020 million, a h…”
Terrence Rohan Feb 5, 2024 ▶ 23:29 David Tisch & Terrence Rohan: Biggest Misconceptions & Hardest Truths About Seed Investing | E1112 · 20VC with Harry Stebbings
Cubitt: Only Tier-One Venture Firms Can Rely on Power-Law Returns
“Unless you're a, I'm going to call it a tier one firm who has a history of getting amazing deal flow from the best founders, it's really tough to live on the power law and expect to get a unicorn in every fund.”
Code Cubitt Oct 27, 2020 ▶ 12:47 #95 Code Cubitt: Coachability Is Critical
NEON SHOW Insight
Chandrasekaran: Selling Breakout Startups Early Is One of the Worst Angel Moves
“So I've heard a lot of angel investors who are patient for two, three, four years, and then like exit soon as the company breaks out, right? And I would say this is probably one of the worse things you can do for yourself. And you know, if you sort of look at …”
Anand Chandrasekaran Jun 1, 2020 ▶ 54:43 Inside the mind of Anand Chandrasekaran, on building 5 products with 10m+ users and angel investing
KNOWLEDGE PROJECT Assertion Contradicted
Scott Page: Firm and species lifespans both follow power-law distributions
“The lifespan of firms, some of them can be really short, but if you happen to get really big, you're going to last a long time. That should be a power law, and it is. It's also true that the lifespan of species phylogenera in ecology, you can think of that as …”
Scott Page Apr 2, 2019 ▶ 1:05:22 #55 Scott Page: Becoming a Model Thinker
20VC Assertion Partly supported
Neumann: Power law dynamics make larger VC portfolios yield higher returns
“With a power law, the more investments you make, the higher your average.”
Jerry Neumann Apr 30, 2018 ▶ 5:00 20VC: Why Follow-On Investments Are Always A Better Investment, Why Spray and Pray Investing Is Like The Stock Market & Why Startups Need A Board From Day One with Jerry Neumann
Levy: Angel Investors Waste Time Negotiating Downside Protection
“If you believe in the power law and you invest that way, excuse me, then what you're not going to do is waste time negotiating downside protection, because what you've realized is that eking out a one and a half X return On all these little investments is not …”
Carolynn Levy Mar 6, 2018 ▶ 33:48 Carolynn Levy and Kirsty Nathoo - Startup Investor School Day 1 · Y Combinator
Altman: In angel investing, a single winner outperforms all other investments combined
“The power law means that your single best investment will be worth more to you in return than all of the rest of your investments put together. Your second best will be better than three through infinity put together.”
Sam Altman Mar 6, 2018 ▶ 4:41 Sam Altman - Startup Investor School Day 1 · Y Combinator

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