Apr 2, 2026 · 1h 12m · news
OpenAI Kills Sora & Hits $100M ARR on Ads | Oura Going Public & Whoop Raises at $10BN · 20VC with Harry Stebbings
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In this episode of 20VC, host Harry Stebbings, Rory O'Driscoll, and Jason Lemkin deliver a sharp, analytical debrief of high-stakes technology and venture capital trends, focusing on the tactical maneuvers of Anthropic and OpenAI, financial valuation gimmicks, and changing geopolitical and tax landscapes.
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 10% of the talking time here. How this is scored →
Harry as informed peer 3.5 Guest teaching 4.1 Guest disagreement 3.7 Harry pushing back 3.3
speaking balance: gold is Harry, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 45:20 Rory bluntly dismisses VC metric obsession
Rory aggressively rejects Jason's insistence on multi-year SaaS retention metrics for consumer devices, telling him to 'get the f*** over it' and conform to customer needs rather than VC preferences.
Hardest push from Harry ▶ 35:45 Harry refuses the conventional framing around tranched venture roundsHarry explicitly refuses to accept VC press release dynamics, calling out tranched rounds as misleading games designed to inflate optics and valuations artificially.
Biggest teaching moment ▶ 29:31 Rory explains proper ARR calculations versus vanity metricsRory provides a clear masterclass on how frontier AI companies actually calculate ARR using trailing 4-week averages, distinguishing genuine GAAP billing from vanity pipeline metrics.
Harry holds his own ▶ 53:23 Harry strongly defends his work schedule after Rory's ribbingWhen Rory mocks mathematical framing surrounding workload, Harry aggressively hits back, challenging Rory to survive his 2-hour sleep, 18-hour workdays managing two companies simultaneously.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Harry as informed peer | Guest teaching | Guest disagreement | Harry pushing back | Why |
|---|---|---|---|---|---|---|
| Interactive Channel Bumper and Mobile App Transition | 2 | 3 | 1 | 1 | Harry introduces the Anthropic Mythos leak, while Jason and Rory dive into the security implications and autonomous agents. Harry acts primarily as a prompt setter with minimal technical pushback. | |
| OpenAI's Strategic Shift: Killing Sora and Introducing Ads | 5 | 4 | 5 | 5 | Harry aggressively frames OpenAI as faltering and dazed compared to Anthropic, leading Rory to call him out for over-egging the narrative. Rory and Jason explain why killing Sora makes strategic financial sense in a compute-scarce environment. | |
| OpenAI Internal Corporate Warfare and Dario's Departure | 4 | 3 | 3 | 4 | Jason summarizes Wall Street Journal reporting on internal executive drama at OpenAI. Harry floats a hypothetical idea regarding Sierra and CEO restructuring, which Rory treats with cautious realism. | |
| SoftBank's Massive OpenAI Bet and Financial Leverage | 1 | 4 | 4 | 1 | Harry introduces SoftBank's $40B debt leverage bet on OpenAI. Rory and Jason debate whether venture portfolios can withstand real estate-style debt leverage when valuations swing. | |
| The Impact of Claude Mythos Leak on Cybersecurity Stocks | 3 | 4 | 3 | 2 | Harry questions whether the stock market drop in cybersecurity equities following the Anthropic leak was justified. Rory and Jason explain why security threats will actually skyrocket in the agentic era. | |
| ARR Accounting Discrepancies and Creative Billing Practices | 4 | 4 | 3 | 3 | The group breaks down creative billing and ARR accounting practices across AI startups like Emergent Labs. Rory educates on trailing 4-week run-rate calculations vs gross vs net channel billing. | |
| The Rise of Gamified "Tranched Rounds" in Venture Capital | 6 | 5 | 4 | 6 | Harry passionately attacks the trend of tranched rounds as misleading financial games. Rory breaks down the exact mathematical mechanics behind single-participant and multi-participant tranched rounds. | |
| The Longevity and Fitness Tech Boom: Oura and Whoop | 3 | 5 | 6 | 2 | Harry introduces Whoop's $10B valuation raise and Oura's public path. Rory strongly rejects Jason's demand for multi-year software lock-in metrics in consumer hardware, telling him bluntly to get over VC-centric metrics. | |
| Epic Games Layoffs, Hollywood's Decline, and Manus Geopolitics | 5 | 5 | 6 | 7 | Rory mocks mathematical inconsistencies in Marc Andreessen's comments about overstaffing, leading Harry to forcefully hit back defended his intense work routine and sleep schedule. | |
| Tax Policies and High-Net-Worth Wealth Migration | 3 | 4 | 3 | 3 | Harry asks if high-net-worth individuals leaving California will leave the state bankrupt. Rory explains the financial rationality of relocating to Nevada ahead of massive capital gain realizations. | |
| Debating VC "Value-Add": Conway vs. Prince | 2 | 4 | 3 | 2 | Jason highlights a public exchange between Ron Conway and Matthew Prince regarding VC value-add. Rory reflects on how founders view VC support versus how VCs perceive their own contribution. |
Statements from this episode (24)
Lemkin: OpenAI's Strategic Direction with Sora Was Significantly Flawed
“A big part of the whole strategic direction of the company was flawed.”
Lemkin: Raising at $5B-$8B on $100M ARR Is Not an Accomplishment
“I just don't think raising at five or eight billion when you're at eighty million or a hundred million of suspect ARR is the most exciting accomplishment in the world.”
Stebbings: Anthropic made $6B in February, exceeding Databricks' lifetime revenue
“28 day month of February, where they did six billion in revenue, which was more than Databricks has done in their entire lifetime.”
Lemkin: AI agents working 1,000x faster will generate 100x more mistakes
“Agents, agents are goal-seeking and agents are going to make, not only going to make the same mistake as humans, they're going to work a thousand times faster. So even if they make the mistakes, 10% as often, Rory, help me with the math. If they do a thousand …”
O'Driscoll: Cybersecurity stocks fell 4-5% following Anthropic's Mythos leak
“And the result of that, and the result of that was a four or five percent decline in the average cybersecurity stock last Friday when this leak happened.”
Lemkin: Sora generated single-digit millions while burning billions in compute
“From what I read, Sorum made single digit millions of revenue, right, and was consuming a million a week, which actually sounds way too low, right? It must have consumed billions and made single digit millions.”
O'Driscoll: Most consumers will not pay $20 monthly for ChatGPT
“I don't think most consumers are going to pay 20 bucks a month for this”
O'Driscoll: OpenAI needs $20B in ad revenue within two years
“If these guys aren't doing twenty billion within a couple of years, they're not even in the game.”
Lemkin: Anthropic's stable leadership will out-execute drama-plagued OpenAI
“I have to think a company organized like that's just going to Out-execute someone with that level of drama.”
Stebbings: OpenAI should acquire Sierra and make Bret Taylor CEO
“It's the best thing for OpenAI not to buy Sierra, incorporate that as a customer support product, and have Brett Taylor come in as the day-to-day CEO, and Sam can be fundraiser, Sam can be master of...”
O'Driscoll: SoftBank is 1.5x to 2x levered, threatening equity in downturn
“It's around two X levered, right? One and a half to two X levered in terms of equity, right? What that means is a 30, 40% decline, you know, wipes them out.”
O'Driscoll: Application security companies must adopt AI analysis or become redundant
“If you were doing application security or code review for secure security code review, you're probably going to have to either incorporate how this works in your analysis or you'll be redundant.”
O'Driscoll: Major cybersecurity incumbents will aggressively acquire agentic AI security startups
“So I think there'll be a ton of fast acquisitions as agent security solutions emerge, you know, and people will be doing, if they're smart, and I think those two companies are extraordinarily smart, they'll be doing acquisitions long before it's quote certain …”
O'Driscoll: Anthropic reaches $19B ARR while OpenAI hits $25B ARR
“Well, to be fair about Entropic and OpenAI, they have a very clear and sensible way they define ARR. What they say is they take the last, the average of the last four weeks to smooth out times to 13, because there were 1304 week periods in a year, which is mor…”
O'Driscoll: Anthropic reports gross AWS revenue; OpenAI reports net Microsoft revenue
“There was this kind of whole meme of OpenAI reports net on their partner revenue and Entropic reports gross. And what they're saying there is if OpenAI sells through Microsoft and Microsoft takes some money off the top, OpenAI only reports the net amount. If A…”
Stebbings: Sequoia and top VCs announce misleading blended valuations
“The amount of Sequoia rounds where it's like, oh, you know, X raises money from square five billion. Trust me, Sequoia got in at one, but they just club it together and then announced the sum and then the latest valuation. And it's just very misleading.”
Lemkin: Y Combinator startup valuations jump 20% to 30% post-Demo Day
“It's been true of YC since I started investing. There was always a cheaper price before demo day. If you're reasonably hot, a higher price at demo day, and then a 20% or 30% after demo day.”
O'Driscoll: Peloton stock would have compounded if demand grew steadily
“Demand that would have been wonderful. It would have been the greatest stock ever had that demand been spread out over five or six years, increasing at 20% a year. We'd be talking about the Peloton compounding machine. Instead, everyone bought the damn thing a…”
Lemkin: Durable public software stocks trade lower than S&P 500
“The durable software stuff is trading lower than the S and P 500.”
Stebbings: Allbirds was acquired by Almex for $39 million
“It was acquired by Almex for thirty-nine million dollars.”
Lemkin: Hollywood entertainment employment is in permanent decline
“The permanent decline of Hollywood. Employment. It's permanently in decline. It's not there. It's on, it's in decline because fewer movies and TV shows are being made. TikToks and YouTubes are doing it, and it's in permanent decline because every other country…”
Lemkin: US VC investments in Singapore-redomiciled Chinese startups are over
“I don't think another deal like this would happen to you. I think this whole Singapore, Washington thing is over. It's over.”
Lemkin: CA wealth tax model counted revenue from departed Larry Ellison
“And the tax itself assumed massive amounts from Larry Ellison, who's been gone a half decade, right?”
O'Driscoll: VCs only significantly contribute money, CEO hiring, and broad strategy
“And I think that's right because realistically, in the journey of what's going on, the only significant things we've done, I've said this before in the podcast, we put in the money and we put in more money when they need it. We decide to hire or not hire and f…”