Feb 26, 2026 · 1h 21m · news
Citrini Research Breakdown: Agents, "Ghost GDP", Consumer Spend | Figma Earnings Beat · 20VC with Harry Stebbings
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In this episode of 20VC, host Harry Stebbings, Jason Lemkin, and Rory O'Driscoll dissect how advancing AI agents threaten the core SaaS business model, debate the macroeconomic implications of Citrini's 'Ghost GDP' thesis, and analyze shifting dynamics in public tech investing and venture capital.
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 12% of the talking time here. How this is scored →
Harry as informed peer 4.7 Guest teaching 6.3 Guest disagreement 4.9 Harry pushing back 4.3
speaking balance: gold is Harry, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 23:38 Rory calls bullshit on Citrini thesis
Rory forcefully rejects Harry's Citrini breakdown and seven-point framing, calling it scary bedtime reading and unnecessary detail.
Hardest push from Harry ▶ 1:06:12 Harry corners Jason on Figma stockHarry directly forces Jason to take an explicit buyer or seller stance on Figma after Jason expresses contradictory views.
Biggest teaching moment ▶ 14:41 Jason outlines why incumbent software fails at agentsJason educates the host on the hidden technical and operational hurdles preventing incumbent SaaS leaders like Shopify and ServiceNow from successfully deploying enterprise agents.
Harry holds his own ▶ 38:41 Harry uses 1990s Japan to counter economic optimismHarry demonstrates deep economic domain knowledge by introducing 1990s Japan as a historical counterexample where productivity gains failed to translate to broader consumer wealth.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Harry as informed peer | Guest teaching | Guest disagreement | Harry pushing back | Why |
|---|---|---|---|---|---|---|
| Anthropic's Cybersecurity Impact & The SaaS Threat | 3 | 6 | 6 | 3 | Harry introduces Anthropic's security release and cybersecurity market drops, asking structured market questions. Jason and Rory debate whether public markets overreacted, with Rory arguing high valuations left CrowdStrike vulnerable and Jason highlighting Claude Code's existing capabilities. The guests aggressively clash with each other when Rory explicitly voices a strong disagreement with Jason's vision of software value erosion. | |
| The Four Paths of AI Integration in Enterprise | 2 | 7 | 6 | 2 | Rory educates the panel by categorizing AI enterprise integration into four distinct pathways. Jason interjects forcefully to argue that incumbents lack competitive agents, pointing out that founders and public executives are deeply stressed despite public posture. Harry remains mostly passive as the guests debate enterprise adoption dynamics. | |
| Why Incumbents Struggle with AI Agents | 3 | 7 | 4 | 3 | Harry asks a direct, incisive question on why CEO leadership at major incumbents like Shopify and Salesforce hasn't translated into AI agent revenue. Jason delivers a detailed breakdown explaining the massive forward-deployed engineering labor required to train custom agents and the prohibitive cost structures for incumbent platforms. | |
| Claude Code's Threat to Replit, Lovable, and Figma | 4 | 7 | 5 | 5 | Harry presses Jason directly on whether Claude Code will weaken Replit and Lovable over a 12-month period. Jason explains the threat using his Fortnite shrinking circle analogy, revealing that two of his own portfolio investments became obsolete overnight due to rapid Claude updates. | |
| AI Wealth Concentration and "Decamillionaires" | 4 | 6 | 7 | 4 | Harry outlines the Citrini research piece regarding Ghost GDP and wealth concentration. Rory forcefully rejects Harry's framing, stating 'I'm gonna call bullshit here' and dismissing the Citrini analysis as scary bedtime reading with too much detail. | |
| The Battle Over Consumer Agents (DoorDash & Netflix) | 6 | 6 | 7 | 6 | Rory and Jason engage in a heated dispute over whether AI agents will displace consumer platforms like DoorDash and Netflix. Harry steps in with an informed counterexample detailing how an agent with full pizza preference context and social media data would provide a superior user experience, pushing back on Rory's skepticism. | |
| The Reality of "Ghost GDP" and Productivity Gains | 7 | 6 | 6 | 7 | When Rory asserts that historical productivity gains are universally positive, Harry pushes back strongly by citing 1990s Japan as a precise economic precedent where rapid productivity improvements failed to disperse across the broader consumer economy. Rory responds combatively by rejecting the parallel. | |
| The Pace of AI Adoption and Software Disruption | 6 | 6 | 5 | 6 | Harry challenges Rory's belief in slow technological diffusion by citing Andrej Karpathy's accelerated AI usage and projecting 30 to 40 million job losses in customer support and transportation. Jason backs Harry's rapid acceleration view over Rory's historical framework. | |
| The "Elon Musk Playbook" and Massive Tech Headcount Cuts | 3 | 7 | 4 | 2 | Jason explains how public tech companies are maintaining revenue growth without adding headcount, predicting a major CEO will execute an Elon Musk style 50 percent layoff. He shares a simulation run on Claude estimating a 600 to 900 billion dollar GDP shock if tech headcount were cut in half. | |
| SaaS Debt Crisis and "Frankenstein" Consolidations | 5 | 7 | 3 | 4 | Harry sets up a specific private equity scenario featuring levered SaaS assets like Coupa and Anaplan under debt pressure. Jason and Rory elaborate on the mechanics of debt wipeouts and predict low-multiple Frankenstein consolidations of struggling B2B startups. | |
| OpenAI's Capital-Intensive Road to 2030 | 5 | 6 | 4 | 4 | Harry introduces detailed financial projections from OpenAI's leaked board slides, highlighting their plan to double spending to 665 billion dollars. The guests debate Sam Altman's aggressive multi-front strategy against Anthropic's focused enterprise execution. | |
| Figma's Earnings Blowout and SaaS Survival | 6 | 6 | 4 | 4 | Harry quotes exact figures from Figma's Q4 earnings, including 1.2 billion in ARR and 136 percent net retention. Rory praises Dylan Field's execution while Jason maintains long-term anxiety about generative design tools eroding traditional software value. | |
| Safe Havens and B2B Software Uncertainty | 7 | 4 | 4 | 7 | Harry demonstrates deep investment thesis knowledge by citing his firm's backing of Airwallex and Fuse Energy to explain why deep local integrations and complex physical coordination remain defensible. Harry then directly corners Jason, demanding a clear buyer or seller verdict on Figma stock. | |
| Public Market Strategies: Momentum vs. Value Investing | 4 | 7 | 5 | 3 | Jason presents a pure momentum strategy targeting public winners like Palantir and Shopify while avoiding beaten-down software stocks. Rory provides an educational breakdown on the performance of momentum versus value strategies across different time horizons, highlighting Atlassian as a prime candidate. | |
| Jack Altman's Surprise Transition to Benchmark | 5 | 7 | 3 | 3 | Harry brings up Jack Altman closing Altcap to join Benchmark as GP. Jason educates the panel on the immense financial and personal trade-off of walking away from a 250 million dollar solo GP fund fee stream to enter an equal partnership. | |
| Jason Lemkin on Why He Won't Return to Traditional Venture Capital | 5 | 6 | 5 | 6 | Harry puts Jason on the spot by pitching him to join a 500 million dollar fund alongside him and Rory. Jason refuses the offer, offering a candid self-assessment about his inability to endure partner meetings, AGMs, or traditional venture fund governance. |
Statements from this episode (44)
Lemkin: Palantir is the only public B2B firm with a competitive agent
“If you look at all the publicly traded B&B companies, there's only one that has a competitive agent. It's Palantir.”
Lemkin: AI leaders will create 100,000 decamillionaires
“I'm gonna say we're gonna produce a 100,000 decamillionaires out of these AI leaders, okay?”
Lemkin: Traditional B2B software is now terrible compared to AI
“Almost all the B to B software we use today is terrible now because AI software is so good.”
Rory O'Driscoll: CrowdStrike traded at 16x revenue post-drop with 31% cash margins
“It's 22% revenue growth projected, 31% cash margins, and it was trading at 16 X revenues on Friday after the first hit.”
Rory O'Driscoll: CrowdStrike will not be obviated by Anthropic's security launch
“I don't think CrowdStrike's obviated by this. I think it will totally be fine. It'll continue to be a business.”
Rory O'Driscoll: DocuSign and Toast are absurdly cheap at 7-8x revenue
“I mean, I was looking, thinking about companies like Toast. I was thinking about one of our own DocuSign. At eight or seven or eight times revenues, these things are absurdly cheap.”
Rory O'Driscoll: Buying 20 SaaS stocks at 3x revenue will yield solid returns
“At the level of the basket, if you buy 20, if you buy 20 stocks at an average of three times revenues, eight times EBITDA, I think you'll do just fine.”
Jason Lemkin: Value capture by AI agents will push SaaS incumbents into terminal decline
“I believe the agents are going to own enough of the value that, that that just owning less of the value in your space can create terminal decline.”
Lemkin: SaaS companies adding minor AI features will be irrelevant in two years
“You're going to go out of business and you're not going to fail because your customers are going to renew, but your growth is going to fall so far that you become irrelevant in two years.”
Lemkin: AI agents will stop requiring custom setup within two years
“Every agent, here's the problem today, and this will change in the next two years. It is not true today. Every agent is essentially custom, ok? Every agent needs to be trained. Every agent needs to be onboarded. If you want it to be great, ok? Every agent need…”
Lemkin: Shopify and Monday will be killed by vertical AI startups
“So they're going to get killed by the startup that does it. They're going to get killed. Killed.”
O'Driscoll: Only AI-led applications will grow over the next decade
“I think intelligence-led applications are the only applications that are going to sell And grow quickly over the next 10 years. Non-intelligent-led applications will at best be flat to mild growth if they're not obviously disrupted by intelligence, and at wors…”
Lemkin: Software firms failing to own category AI agents will be maimed
“No, I think just people are going to be maimed even more than they think if they don't own the agents in your category. You've got to own the agents in your category. And whether those agents are owned by a startup, or whether some version of that agent can be…”
Lemkin: Claude Code will aggressively attack Figma's business this year
“So I believe it will aggressively attack parts of Figma this year, even though they're key partners.”
Lemkin: Two of my portfolio investments from last year are now obsolete
“I have two investments I made last year. I love them. Those products no longer have a reason to exist today because of Claude.”
Lemkin: Tech industry will need more software engineers than ever
“I believe we will need more engineers than ever.”
O'Driscoll rejects Citrini Research's 'Ghost GDP' macro crisis thesis
“I'm gonna call bullshit here.”
O'Driscoll: Consumers will not delegate food ordering to AI agents
“No one wants to delegate to an agent how to decide what food they get and then have the thing come up.”
Lemkin: AI-generated YouTube videos are utterly disruptive to Netflix
“And as of the last 45 days, you can watch an incredible short on YouTube that was entirely AI generated where you can watch Star Wars stories that are better than the crappy last three movies that are AI generated. That's utterly disruptive to Netflix.”
Lemkin: Portfolio data from 10,000 restaurants proves AI food ordering adoption
“I have an investment in this space. I already know the answer is yes. It's not my opinion. I have data from over 10,000 restaurants.”
Lemkin: SaaStr team shrank to two while generating eight-figure revenue
“We have gone from 12 people to two people on my little team. Okay. That not only does investment, it generates eight figures a year in revenue, okay?”
Lemkin: SaaStr's 10 AI agents generate millions in revenue
“Our 10 agents at Saster generate millions of revenue, but they buy nothing.”
O'Driscoll: Rapid AI labor disruption will trigger a short-term recession
“If the disruption happens extraordinarily quickly, And people don't have time to adjust. Then in the short term, you will have some element of structural dislocation that will result in some form of, definitely some form of recession GDP slowdown if those folk…”
Stebbings: AI and Waymo could displace 30-40M workers in four years
“If we want to add in Waymo and what it'll do for self-driving within a four year period, Gosh, I think you could see 30 to forty million people.”
O'Driscoll: Tech diffusion takes longer than expected due to overestimated adoption
“Almost every, all diffusion takes longer than you think, right? I think we massively overestimate the pace of adoption here, and you massively underestimate human adoption.”
O'Driscoll: 5% to 7% of US jobs are disrupted annually
“Plus or minus five, seven percent of all jobs in the U.S. Are disrupted every year, right?”
Lemkin: Shopify grew revenue 50% to $12B with zero net hiring
“And I think Shopify is on top of these things. It has the same number of employees it did three years ago. It has not added a single net headcount in three years and has grown 50% at twelve billion in revenue.”
Lemkin: A major tech leader will lay off 50% of staff in one day within 12 months
“I said, one of the leaders in the next 12 months is going to do an Elon Musk and just cut half their team in one day. They're going to lay off half the entire company.”
O'Driscoll: Levered PE-backed SaaS firms will face severe headcount cuts
“Will do that kind of dramatic headcount reduction, and I think the most obvious place will be all the levered, PE-backed, highly levered SaaS companies, because if you're not levered, if you have time, you can do the Tobii thing and just hold headcount flat, r…”
O'Driscoll: OpenAI remains the clear consumer mindshare winner in AI
“OpenAI is still the clear winner in the consumer space in terms of mindshare.”
O'Driscoll: OpenAI erred by letting Anthropic capture enterprise market share
“So, you'd have to say it wasn't the right play this year or last year, right, to allow Entropic so much space in the enterprise, and maybe perhaps doing all the things you were trying to do took your eye off the ball on winning the two or three things that you…”
O'Driscoll: OpenAI and Anthropic are the fastest-growing companies ever
“You gotta say these are the two fastest growing companies in history. That's just a statement of fact.”
Stebbings: Figma reported $1.2B ARR and 40% YoY growth in Q4
“Figma came out with their Q four, 20, 25 earnings. They were very good. Accelerating growth at 1.2 billion in ARR, growing 40% year on year versus 38% year on year in Q three, so up there. Amazing retention of 10,000 dollar plus customers, 97% GRR, a 136% NDR.…”
O'Driscoll: AI disruption is 5 years away in accounting, present in design
“I would argue something like accounting. You're five years away from AI native being disruptive. In something like, you know, design and co-gen, creative and co-gen, it's here right now.”
Lemkin: AI tools will equal human design quality within 18 months
“I would just be shocked if at some point in the next eight to 18 months, a Claude Code can't automatically make designs that are as elegant, as beautiful as a designer can. Because you already can in some custom LLMs for images, you can build epic images. I ju…”
Stebbings: Deep integrations and physical coordination protect companies from AI disruption
“There's two areas where I find value and security. It's one where there's deep integrations and partnerships, which are difficult, and they'll never do. We're an investor in Airwallex. We've discussed before. They have hundreds of banking relationships and par…”
O'Driscoll: Fintech and energy sectors are insulated from AI disruption
“Even the most deluded AI believer doesn't think that they're going to take over fintech and doesn't take over, they're going to take over energy. So I agree. You can, let me be clear, you can invest comfortably in those two areas and not have to spend a ton of…”
Jason Lemkin shifts strategy to focus exclusively on momentum tech stocks
“I'm gonna be a momentum better investor here. There's just so much and so much uncertainty. I'm gonna bet on the ones that are winning because I believe success will beget success, that the best people will continue to go.”
Rory O'Driscoll: Momentum wins over 6–18 months, value wins over 5 years
“In the short term over, kind of, Six months to, in a public market, six months to 18 months, momentum plays work, value plays don't, and over a five year period, value plays work, and momentum plays advantage goes away.”
Lemkin: Atlassian's revenue growth accelerated to 23% at $6.3B revenue
“Atlassian's accelerating. A year ago it was growing 20. Now it's growing 23% at 6.3 billion revenue. It's accelerating, and yet it's the biggest decliner of the entire group, and it's accelerating.”
Jason Lemkin: Atlassian is the single best public SaaS value pick
“As an armchair, if we're abstracting away from everything else, this is the best pick on the list because it, of the ones that have been beaten down the most, it's the one that's accelerating. None of the rest are accelerating. So if you had to be simplistic, …”
Rory: Benchmark recruits proven GPs with equal partnership over internal promotion
“I think it was a clever move by a very shrewd firm. I think it's been their MO for 1520 years, which is we have a very compelling offering to make to NEGP. We'll make you broadly, we'll make you equal in a very successful partnership with a lot of autonomy. An…”
Lemkin: I will never host another LP Annual General Meeting
“I told my LPs and COVID I'm not doing this. I'm not doing any more AGMs. I'm not standing up there with like, here's the numbers. I'll go talk to you. Like I'll drop by your office, but I'm done with this performative. All day circus of an AGM. It's not that I…”