Jul 6, 2026 · 1h 11m · news
Why Now is the Time for the App Layer | Why Startups Should be TokenMaxxing | Mike Mignano, USV · 20VC with Harry Stebbings
Clips from this episode (6)
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In this episode of 20VC, host Harry Stebbings interviews Mike Mignano, General Partner at Union Square Ventures, exploring the shift from AI infrastructure to the application layer, the economics of token spend, and the discipline of early-stage venture investing.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Harry holds 26.3% of the talking time here. How this is scored →
Harry as informed peer 4.6 Guest teaching 2.7 Guest disagreement 1.1 Harry pushing back 3.5
speaking balance: gold is Harry, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 19:32 Guest defends user privacy concerns against host dismissal
Harry bluntly claims nobody outside hardcore technologists cares about privacy, but Mike forcefully rejects this premise by demonstrating that AI agents act as a 'second self' taking personal actions on behalf of users.
Hardest push from Harry ▶ 28:53 Host challenges USV's missing of foundation model dealsHarry directly asks if USV missed the AI model landscape, and when Mike attempts to reframe USV's strategy, Harry pushes back immediately by asking if the game isn't ultimately about generational returns.
Biggest teaching moment ▶ 17:08 Guest educates host on AI harnessesHarry candidly admits his complete lack of understanding regarding the term 'harness' in AI, prompting Mike to clearly define and contextualize the concept with real-world product examples.
Harry holds his own ▶ 21:33 Host demonstrates market knowledge using Salesforce metricsHarry demonstrates detailed industry research by citing Mark Benioff's $300M Anthropic spend for Salesforce developers and calculating token spend percentages relative to developer salaries.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Harry as informed peer | Guest teaching | Guest disagreement | Harry pushing back | Why |
|---|---|---|---|---|---|---|
| Podcast Teasers and Highlights | 2 | 1 | 0 | 1 | Harry introduces Mike Mignano and warmly reminisces about interviewing him 10 years ago during the Anchor days before asking a standard warm-up question about fear of failure versus the thrill of winning. | |
| High Production Value and the New Baseline for Content | 5 | 1 | 0 | 2 | Harry shares his long-standing thesis on production quality and 'insights per minute' in podcasting, which Mike validates by admitting Harry was right a decade ago. | |
| Joining USV: Sourcing New York and Sizing Funds | 5 | 2 | 1 | 4 | Harry questions Mike's transition from Lightspeed to USV and challenges whether thesis-driven investing risks becoming conventional or if consensus-driven venture is winning. | |
| The Always-On Future and Personal Context | 5 | 2 | 1 | 5 | Harry takes a strong position on fund positioning, arguing that $50M-$100M seed funds get crushed by large multi-stage funds. | |
| AI Model Predictions: Exponential vs. Plateaus | 3 | 4 | 0 | 2 | Mike breaks down predictions on AI model trajectories between recursive self-improvement exponentials and hardware/data S-curve plateaus while Harry asks clarifying questions. | |
| The Harnesses and Human-Aligned AI | 2 | 5 | 1 | 2 | Harry openly admits he does not know what an AI 'harness' is, prompting Mike to educate him on application-model tightly coupled loops like Claude Desktop and Hermes. | |
| Privacy vs. Utility: Handing Over the Keys to Agents | 5 | 3 | 3 | 6 | Harry forcefully asserts that nobody outside of hardcore technologists cares about privacy, but Mike counters by explaining that AI agents represent a fundamental shift because they take personal actions. | |
| Token Maxxing: Startups vs. Incumbents | 6 | 2 | 2 | 4 | Harry brings concrete financial math regarding Benioff's token spend at Salesforce to frame a discussion on how startups versus incumbents should maximize token budgets. | |
| The Rise of Open Source in Enterprise Workflows | 6 | 2 | 2 | 5 | Harry pushes on how routing layer startups can build valuable businesses without becoming commodity pipes, citing players like Fireworks, Base10, and Nebius. | |
| Sourcing Different Deals: USV and the Energy Layer | 5 | 4 | 3 | 7 | Harry directly challenges Mike by asking if USV missed the AI model game and refuses Mike's reframe by asking if venture isn't ultimately about generational returns. | |
| USV Investment Philosophy: "Don't Automate, Obliterate" | 6 | 3 | 3 | 6 | Mike explains USV's 'Don't Automate, Obliterate' investment thesis, while Harry counters that horizontal model providers and big platforms end up eating specialized vertical apps. | |
| Deal Sourcing: Lightspeed vs. USV | 5 | 2 | 2 | 5 | Harry pushes back on Granola's narrow positioning, insisting that startups must do more than just notes to survive enterprise competitive pressure. | |
| The Power of Bundling vs. Context Moats | 7 | 2 | 2 | 5 | Harry brings up Microsoft's historical bundling playbook and articulates fund size dynamics required to compete at Series A. | |
| The Strategy Behind Non-Ownership Focused Deals | 6 | 2 | 1 | 4 | Harry and Mike discuss non-ownership focused investments like FOMO, with Harry questioning whether VCs should invest early if there isn't a mega outcome potential. | |
| Price Elasticity in VC: Lessons from Fred Wilson | 4 | 4 | 0 | 3 | Mike quotes Fred Wilson's rule to never pass on price, while Harry shares his personal experience cold emailing Wilson as a teenager. | |
| Price as a Litmus Test for Investment Conviction | 6 | 3 | 1 | 3 | Harry quotes Peter Fenton regarding price as a litmus test for conviction, citing specific founders he would pay double for, prompting Mike to share operator-investor pitfalls. | |
| Prioritizing the Founder and the Power of Communication | 5 | 3 | 1 | 3 | Mike ranks Founder over Market and Product due to the necessity of communication skills, while Harry admits his own past errors in passing on Suno and Granola. | |
| The Rapid Rise of Suno and Creative Entertainment | 4 | 4 | 1 | 3 | Mike explains underwriting Suno's valuation based on 'creative entertainment', while Harry probes whether Suno must evolve into a consumption platform. | |
| Analyzing the Missed Opportunity with Substack | 5 | 2 | 1 | 3 | Mike regrets passing on Substack, leading Harry to critique traditional legacy media podcast setups and share a story of contemplating a media fund. | |
| Quick-Fire: Unforgettable Founder Meetings with Bryn Putnam | 3 | 3 | 0 | 1 | Quick-fire segment covering Mike's meeting with Bryn Putnam of Bored and highlighting seed funds like Factorial and Haystack. | |
| Quick-Fire: High-Signal Senders and Standout Growth Funds | 2 | 3 | 0 | 1 | Quick-fire segment covering deal senders like Nat Friedman, Lightspeed's growth fund, and parenting philosophy. | |
| Quick-Fire: Why Model Providers Can't Do It All | 4 | 3 | 0 | 2 | Mike explains how he changed his mind about model providers eating everything, drawing historical parallels to Google and Apple, while Harry quotes Rory O'Driscoll. |
Statements from this episode (71)
Mignano: Humans will cede unprecedented control to AI agents
“We have never handed over so much of ourselves to a technology before than we're about to do with agents.”
Mignano: Startup CEOs must maximize AI token spend for competitive advantage
“If I were the CEO of a startup right now, I would actually still be pounding the table to maximize token spend.”
Mignano: AI product success relies on speed and being first to market
“This era of building AI products is in many ways about being first and about moving really, really fast.”
Mignano: Great companies and products are born from constraints and failure
“I actually strongly believe that great, great things, great companies, great products, great people come from constraints, and I think that failure is the ultimate form of a constraint.”
Mignano: Anchor did its best work three months from running out of cash
“I believe I did my best work when we were three months out of cash. When we were about to run out of money and when we were about to fail is when we did our best work.”
Mignano: Podcasts need exceptional production and high insights per minute
“There's so much content, and the tools have gotten so much better that out of the box, you can have a really, really decently sounding or looking podcast with almost no effort. And so if you want to break out, you actually have to go above that. The baseline h…”
Stebbings: Content creation requires extreme scale or ultra-lo-fi authenticity
“I also think very much like venture, you have to be either really big or really small in content. You have to be very natural, kind of teenager, putting their phone up on the side and hitting record, or you are Logan Paul, or Mr. Beast, or like us of Vantures,…”
USV Passed on Anchor Before Co-Founder Mike Mignano Became an LP
“I've always been in or around New York, and as a builder, when I was building Anchor in New York 10 years ago, I got to meet USV, and I had an incredible, despite them passing, had an incredible experience. Started a very, very long friendship. I ultimately be…”
Mignano: Consensus-Driven Venture Investing Has Been Extremely Lucrative Recently
“And by the way, there have been times in the market, including recently, where being consensus driven has been extremely valuable and extremely lucrative as a fund.”
Mignano: Massive value creation is coming to AI application layer
“I think there is still value to be created and accrued to the infrastructure layer. We're not done. The build out's not done. But I also think now that we've got enough new toys at the technology that we will see massive value creation in the application layer…”
Mignano: AI companies will push users toward an always-on experience
“I do think that we're entering a world in which context is increasingly valuable for the labs and also for the application layer, right? And so I think we will see products and businesses increasingly try to push us further and further along the edge to an alw…”
Stebbings: $50M to $100M seed funds get crushed in current market
“The worst place to be is a 50 to a hundred million dollar seed fund. You will get crushed by the large funds who are able to write large checks and lead rounds, but you're also not small enough to be collaborative. Very difficult middle ground to be in.”
Mignano: USV is investing heavily in open-source AI and agents
“At USV, we're really interested in the Rebel Alliance. This new universe of open weight models and open source harnesses and distributed compute and agents, right? Human aligned agents.”
Mignano: Incumbent AI labs will reach recursive self-improvement before startups
“I think it's probably done by one of the labs that already has all these advantages, these vast compute advantages. They already have models that are at the frontier. They have the infrastructure. They have the chip. So I think it's probably done by one of the…”
Mignano: Enterprises will optimize AI spend via open source and routing
“In that world, enterprises and individuals are probably optimizing for a couple of things. I think they're probably optimizing for cost, right? They're starting to think about the trade-offs between intelligence and spend and how they can optimize their token …”
Mignano: Users will prefer AI agents aligned with personal incentives
“Having products, agents, harnesses that are huge, Human aligned and aligned with your own goals and incentives, I think is going to be really, really important. I think people are going to be a little more self-conscious about the incentives of the model they'…”
Stebbings: Consumers will grant full control to AI agents within five years
“I think people will get incredibly comfortable handing over the keys in the same way that we got incredibly comfortable putting our credit cards online using Apple Pay, finding our husband or wife online. And I think that will be de facto in five years.”
Stebbings: Only hardcore technologists care about privacy
“I don't think anyone gives a shit about privacy other than hardcore technologists.”
Stebbings: Salesforce spent $300M on Anthropic tokens for its developers
“And Mark Benioff said that he spent three hundred million dollars on Anthropic, which on specifically for the dev team, which equates to 3.8% of dev Salaries spent on tokens.”
Mignano: Incumbent tech companies will constrain employee token spend budgets
“There's too many employees at a Salesforce or I don't know, a Microsoft such that every employee can just have an unlimited token spend budget. So I think we're going to see a lot of those companies start to constrain their spends.”
Mignano: Top dev talent will prefer startups over budget-constrained incumbents
“I think you're going to go to a startup, especially the startups right now that are mission driven.”
Mignano: AI agents will make engineering teams smaller and higher caliber
“I do think engineering organizations are going to evolve. I don't know exactly what it looks like yet, but I think you will increasingly have probably somewhat smaller teams of higher caliber and higher quality engineers, because I think a lot of the lower lev…”
Mignano: 80% of non-coding enterprise tasks do not require frontier AI
“80% of non-coding tasks in the enterprise can be done with models that are not at the frontier.”
Mignano: Smart teams will increasingly shift toward open-source AI models
“We're going to see a lot of smart teams going more and more towards open.”
Mignano: Charging a margin on AI model routing is a poor business model
“I think a lot of companies right now are thinking about, you know, charging a small margin on top of it. And I think to your point, that might not be a great business model.”
Mignano: USV Did Not Invest in Major Foundation Model Companies
“So, USV, again, I think has never been afraid to take a position, and I think USV maybe, ah, did not invest in any of the big model layer companies.”
Mignano: An Underlying Energy Layer Will Be Required to Power AI
“No matter what model wins, if you believe in AI, and if you believe in intelligence, there's going to be an energy layer underneath That is gonna be needed to power these things.”
Mignano: Early-stage scientific energy startups are not capital intensive initial bets
“And where there's innovation, you can find early teams that are doing science experiments before anyone else is thinking about them. ... I think those are the best places to bet as a venture capitalist, because in the earliest days, they're actually not that c…”
Mignano: USV invested in small nuclear reactor startup Radiant
“USV a few years ago invested in a great company called Radiant, which is building small nuclear reactors that literally come off of a factory line.”
Mignano: USV invested in micro data center company Rune
“We have a bet in a company called Rune. Amazing company. Have you heard of Rune? They're building micro data centers that sit directly next to generators. You know, wind farms and things like that to solve the portability issue.”
Stebbings: European founders waste talent on incremental SMB accounting software
“It is, and this is why I get really pissed off with a lot of European entrepreneurs who are still building SMB accounting solutions.”
Mignano: USV avoids enterprise investing to focus on market obliteration
“At USV, we like to bet on businesses that obliterate, that literally obliterate markets and existing business models. And so, you know, we're, we actually don't do a lot of enterprise investing for this exact reason.”
Mignano: AI labs will not take over all application-layer software
“So I hear you that the labs can kind of go into any application layer, but not only do I think that that's not true, I also just think it's not really fun. And what fun can we have as venture capitalists if we don't believe that startups can take down the Goli…”
Mignano: Market leaders typically capture only 30% of total market share
“There usually isn't a market winner that takes A hundred percent of the market or, you know, 80, 80% of the market. Usually what you see is that the market winner takes something like 30% of the market, right? Which means the 70% remaining is totally up for gr…”
Mignano: Small venture funds must focus deeply on a few thesis areas
“And I think when you're small, you kind of have to pick Your spots. You have to have constraints and focus on a small number of things, and so I think to the extent that we see things different, it's because we focus really, really deeply, and for a period of …”
Stebbings: Foundation models expanding into legal tech is foolish
“I think that's fucking moronic for multiple reasons when you're chasing AGI to be like, ah, we're going to go after your lunch Clifford Chance or Slaughter and May.”
Mignano: Enterprise startups must win with one focused product before expanding
“And I think when you want to get your foot in the door, you want to sell one thing. And once you're in, then you can You can expand horizontally to different categories, but I think if you come in, expanded really, really wide, now you have to convince the ent…”
Stebbings: Microsoft beats superior startup products through enterprise bundling
“Microsoft has built a business on doing 60 to five to 70% meh products, but with the power of bundling, beat the competitors.”
Mignano: Accumulated context is the primary moat for AI application startups
“What I've also learned about AI products and Granola is that context is extremely valuable, right? If Granola gets inside of your organization and everyone in the organization starts using it and producing and accumulating all of this amazingly rich and valuab…”
Stebbings: VC firms need a $400M fund to lead Series A today
“You can't do Series A unless you have a four hundred million dollar fund today. Absolutely no chance.”
USV Waives Ownership Target for Investment in FOMO Trading App
“We think it can be a lot bigger than it is now. And so, for this one, we're not gonna be ownership focused. We're just gonna, we're gonna put a check in.”
Mignano: Smaller VC funds offer more downside protection than mega-funds
“Because our funds are smaller, similar to yours, there's probably more downside protection for us in that model than say at a larger fund where you have to multiply billions of dollars.”
Mignano: Union Square Ventures is investing from a $275 million core fund
“For us, the fund that we're investing out of now, the core fund, it's a two hundred seventy five million dollar core fund”
Stebbings: Thrive Capital's growth fund outperforms 90% of seed funds
“Their numbers are better than 90% of seed fund numbers on their growth growth vehicle.”
Mignano: AI application layer will see a proliferation of low-capital startups
“I think we're also now playing in a world where there will be a proliferation Of startups and apps at the application layer that are less capital intensive.”
Stebbings: 20VC lost two deals to competitors bidding 3x higher valuations
“We've lost two deals in the last year. And listen, we got outbid, I'm, I don't know if we would have won if we'd paid the same price, I hate people that say that. Yeah. But by like two or three X, we bid one 50, and another we got outbid by 300, another we out…”
Mignano: Fred Wilson's key VC lesson is to never pass on price
“I asked him, what are a couple of the biggest lessons? And one of them was, never pass on price. So Fred says, never pass on price.”
USV Will Always Impose Price Limits on Early-Stage Investments
“Just to bring it back to the USV strategy, I think for us, again, if we're investing a little bit later stage, we need to really believe that it's a market winner, and the multiple can be very, very, very high, and in that case, I think we can be a little bit …”
Stebbings: Fred Wilson and Brad Feld replied to cold email in 30 minutes
“I emailed Fred when I was 17 years old, and him and Brad Feld both responded to me within 30 minutes.”
Stebbings: Willing to pay triple valuation for top founders
“Actually, there are founders like Alan Chang at Fuse or Jack at Airwallis. You could treble the price and I'd still pay it today.”
Mignano: Would pay double the valuation for best past venture deals
“I can think of some of the best deals I've done, and, you know, even though I'm happy with where the price landed, in hindsight, I'd probably pay double the price if I could go back and do it again.”
Mignano: VCs must avoid projecting operator ideas onto startup founders
“You can't project your own ideas on the founder. Sure, you can offer ideas, of course, if the founder wants, but especially as a former operator, you know, you often think, Oh, I know how this business should be built, or I know how this product should work. A…”
Mignano: Founders matter most in venture, followed by market and product
“When I first started this job, I would have said product, market, founder. I've completely flipped that. Now, founder, market, product. I think that the founder is the most important thing.”
Mignano: Founders who cannot communicate effectively will fail to raise venture capital
“If you're not a great communicator, you're not gonna be able to raise capital. You're not gonna be able to put venture dollars into the business.”
Stebbings: I passed on Suno's seed round over 1% ownership target
“I turned down sooner when David Frankl at Founder Collective introduced me at The Seed. You know what the lesson was there? Really interesting. I hope Mikey's okay with me saying this. I'm sure he is. It was a 250 K check or a 200 K check. And so the ownership…”
Stebbings passed on Granola due to unformed product idea
“And Granola honestly was a lack of imagination. Chris I saw was great, but like, it was a very unformed idea. And I was like, I can't just do it.”
Mignano: Music creation was never fully democratized before AI
“Music had never really been fully democratized before AI.”
Mignano: Suno has unlimited upside potential like YouTube or TikTok
“So we believe that Suno has, you know, I'm using this term loosely, but unlimited upside potential. You know, if you look back at the history of media on the internet, and you think about the generational platforms that truly democratized a medium, right? YouT…”
Mignano: Suno Driven by 'Creative Entertainment', Not Distribution or Monetization
“What is happening now in Suno is what Mikey and the team have been saying for a while and what I now believe it's that it's literally a new behavior. The team calls it creative entertainment. People are coming into Suno. They're making music for the pure joy a…”
Mignano: Lightspeed's biggest regret was passing on Substack over price
“So one company that I would have loved to invest in a long time ago, which we didn't at Lightspeed, we met them a few times and I think we could never really wrap our head around Kind of price. Also at the time where they fit in the market. Now I think with th…”
Mignano: Media continues shifting toward self-publishing and creator control
“I think, you know, over the past, Eight years, and I think the trend is continuing. I think we're moving more and more and more towards a world of self-publishing and people controlling their own destiny in terms of media and what they create and what they pub…”
Mignano: No company except X has enabled self-publishers better than Substack
“And I think no company, maybe other than X, has done a better job of that than Substack.”
Mignano: Independent Media Has Not Peaked and TV Is Unbundling
“I don't even think we've reached the peak yet. I think television is still in the process of being massively unbundled.”
Stebbings: I raised $10M from billionaires for a European media venture
“When TechCrunch Europe shut down, and now Wired Europe shut down, I coalesced the best writers in Europe And I had ten million bucks from very rich billionaires to bring together the next generation.”
Mignano: Factorial innovates venture by funding independent angel investors
“Matt's brilliant. So Matt has innovated on a completely new model of venture where he arms angel investors. These are not scouts. These are angel investors. He arms them with additional funds on top of their own capital, which then factorial, obviously then, y…”
Mignano: Haystack is a top seed fund with generational outcomes
“Second answer, I would say tied for, you know, my favorite seed fund has gotta be Haystack. I'm just a huge fan of Samil and Divya and the work they do. It's an incredible fund. Obviously, they've produced some generational outcomes.”
Mignano: Nat Friedman introduced him to Suno co-founder Mikey Shulman
“Yeah, when Nat would send me a deal, which he did on multiple occasions, and I, and by the way, that's actually how I met Mikey from Suno You know, I always knew to pay attention. You know, if Nat's sending me a deal I gotta pay attention to that.”
Mignano: Lightspeed Growth Fund is phenomenal due to top AI bets
“I think the Lightspeed Growth Fund is phenomenal. I mean, Again, they've done Anthropic, they've done XAI, they've done SpaceX, they've done amazing, amazing investments over the past, you know I mean, over the history of the firm, but really over the past fou…”
Mignano: Founder relationships are the most important element in venture capital
“I would say one of the biggest lessons I've learned from Fred is that there is really nothing more important than your relationship with the founders.”
Shorts cut from this episode
▶ The New Behavior AI Music Is Creating · 20VC with Harry Steb (@57:15)
▶ The Biggest Mistake VCs Make · 20VC with Harry Stebbings (@51:07)
▶ If You're a Startup, Maximise Your Token Spend · 20VC with H (@0:06)
▶ Traditional Media Is Losing Power · 20VC with Harry Stebbing (@1:00:17)
▶ "Maximise Token Spend" · 20VC with Harry Stebbings (@0:00)