Gavin Baker

person on 11 shows · 82 statements across 25 episodes · said 107 times in 63 episodes since 2021

All-In 29 TBPN 25 20VC 18 BG2 Pod 9 Capital Allocators 8 Invest Like the Best 6 Big Technology 5 the a16z Podcast 3 Acquired 2 the Startup Ideas Podcast 1 Sourcery 1

On the record as a speaker too: Gavin Baker across every show, appearances and statements → this page counts the times other people say the name.

Mentions by year, every show

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All-In 29TBPN 2520VC 18BG2 Pod 9Capital Allocators 8Invest Like the Best 6Big Technology 5the a16z Podcast 33 more shows

2026 56 mentions in 28 episodes 2 per episode
2025 31 mentions in 18 episodes 2 per episode
2024 12 mentions in 10 episodes 1 per episode
2022 6 mentions in 5 episodes 1 per episode
2021 2 mentions in 2 episodes 1 per episode

every mention on every show, scene by scene, with the transcript →

The latest 60 statements about Gavin Baker, every show

a16z Disclosure
Tech Founders Reported No Deteriorating Business Metrics in July and August
“My standard question is, can you tell me one quantitative data point in your business that's getting worse? Just one. That's my standard question, and it's at least in July and August, I haven't been able to find a single person.”
Gavin Baker Aug 31, 2026 ▶ 1:24 Why AI Demand Is Outrunning Compute Supply
20VC Insight
Murdock: AI tokens are not commodities because model customization changes their value
“I disagree with a token as a token. That may be true at the moment with pretty much frontier models, but I disagree with it because companies like fireworks and others are helping companies to customize. The more you customize the model, the more the token cha…”
Jerry Murdock Aug 22, 2026 ▶ 15:03 The AI Bubble WILL Burst | Should we be fearful of Chinese Open-Source | Jerry Murdock
ALL-IN Disclosure
Gavin Baker: Generally avoids investing in Elon Musk's competitors
“I don't generally invest in Elon's competitors. I don't think it's a wise course of action.”
Gavin Baker Aug 13, 2026 ▶ 4:49 Anthropic's $2T IPO, Zuck's AI Manifesto, Nvidia's $500B AI Bet, Grok's Comeback
ALL-IN Prediction Not checkable as stated
Baker: Anthropic reaching $400B to $500B revenue by 2027 is realistic
“I think four to five, I think four to five hundred billion is within the zone of like realistic and achievable.”
Gavin Baker Aug 13, 2026 ▶ 51:35 Anthropic's $2T IPO, Zuck's AI Manifesto, Nvidia's $500B AI Bet, Grok's Comeback
ALL-IN Assertion Open · timeframe Aug 2027
Baker: Anthropic is profitable and currently generating cash
“Anthropic is generating cash, and like, they kind of, this fact is, I would say, kind of known in the world, and I've actually never really spoken to Anthropic, but it just, you know, it feels like there are enough signals And then if you're to read the tea le…”
Gavin Baker Aug 13, 2026 ▶ 1:11:41 Anthropic's $2T IPO, Zuck's AI Manifesto, Nvidia's $500B AI Bet, Grok's Comeback
ALL-IN Insight
Baker: Closed model dominance creates a tough environment for software companies
“A world where Anthropik, OpenAI, and, you know, maybe even SpaceX are kind of the only model providers that dominate the model layer, that is a hard world for software.”
Gavin Baker Aug 13, 2026 ▶ 1:36:33 Anthropic's $2T IPO, Zuck's AI Manifesto, Nvidia's $500B AI Bet, Grok's Comeback
ALL-IN Prediction Not checkable as stated
Baker: Enterprises will adopt composable multi-model 'Council of LLMs' architectures
“I profoundly believe the future is composable models, and you're going to every enterprise, You're going to have what Andre Karpathy called the Council of LLNs.”
Gavin Baker Jun 27, 2026 ▶ 48:42 Socialists Sweep NYC, China Catches Up in Coding, AI Memory Crunch, Micron's Blowout Quarter
ALL-IN Insight
Gavin Baker: Open-source AI shifts economic value to infrastructure providers
“They're awesome for the AI infrastructure providers. They just shift economic value from the margins of the frontier labs to the infrastructure.”
Gavin Baker Jun 27, 2026 ▶ 49:44 Socialists Sweep NYC, China Catches Up in Coding, AI Memory Crunch, Micron's Blowout Quarter
ALL-IN Prediction Not checkable as stated
Baker: AI GPUs will remain in active use for 7-12 years
“We're going to be using GPUs for Seven years, 10 years, 12 years, and that's great because it lowers the cost to finance them, which makes this AI revolution more financeable.”
Gavin Baker Jun 27, 2026 ▶ 1:25:05 Socialists Sweep NYC, China Catches Up in Coding, AI Memory Crunch, Micron's Blowout Quarter
TBPN Disclosure
Baker: Owned 15% of Nvidia and 10% of Tesla Under $2B Caps
“Well, I did own 15% of the video when it was a sub two billion dollar market cap, but I owned 10% of Tesla when it was a sub two billion dollar market cap.”
Gavin Baker Jun 15, 2026 ▶ 25:46 Gavin Baker: SpaceX Might Be the Greatest Company of All Time
ALL-IN Opinion
Baker: MGM Resorts offers the best risk/reward among pitched trades
“From a pure risk award perspective, I thought MGM was the best. Your downside is really capped because of the Barry Diller bid, and then you have Japan and Dubai as, I think, very valuable future sources of value.”
Gavin Baker Jun 12, 2026 ▶ 58:12 All-In's Best Ideas Pitch Competition: 4 Investors Present Their Top Trades Live
ALL-IN Insight
Baker: Broadly applicable biotech platforms produce rare $100B+ outcomes
“If you ever get a biotech company that can become a platform and they have a mechanism, whether it's of drugging, whether it's targeting, if you have something that is broadly applicable, that is when you can get these really, really big hundred billion dollar…”
Gavin Baker Jun 12, 2026 ▶ 59:33 All-In's Best Ideas Pitch Competition: 4 Investors Present Their Top Trades Live
BG2 Assertion Contradicted
Baker: Musk's Infrastructure Became the Fourth-Largest AI Hyperscaler
“In 30 days, we went from not being an AI hyperscaler to being number four, and we passed a lot of companies, including Oracle.”
Gavin Baker Jun 11, 2026 ▶ 18:37 The SpaceX IPO, Fable 5, AI Capex Update & Market Check w/ Gavin Baker, Andrew Fox & Clark Tang · Bg2 Pod
ALL-IN Opinion
Gavin Baker: There is no good reason for companies to remain private longer
“I don't think there is actually a good reason to stay private longer.”
Gavin Baker Jun 7, 2026 ▶ 4:38 Why Secondary Markets Are Eating the IPO | All-In Liquidity Secondary Markets Panel
ALL-IN Assertion Partly supported
Baker: Zipline reduced maternal mortality in African regions by 90% to 95%
“They have cut The maternal mortality rate in some of these African countries by 90 to 95%.”
Gavin Baker Jun 7, 2026 ▶ 37:49 Why Secondary Markets Are Eating the IPO | All-In Liquidity Secondary Markets Panel
Loeb: Great Analysts Today Must Master Industry Nuances and Technology
“I think now it's somebody who's like a Gavin Baker type, a junior Gavin Baker, somebody who understands a company or understands an industry and understands the nuances of a technology.”
Dan Loeb May 28, 2026 ▶ 1:06:30 Legendary Investor Dan Loeb on AI, Credit, & Third Point’s $25B Strategy · Invest Like The Best
ALL-IN Prediction Open · timeframe May 2028
Baker estimates SpaceX will achieve rapid Starship reusability within 1-2 years
“I don't know when. I don't want to make a prediction. I would guess a year or two. Maybe sooner.”
Gavin Baker May 22, 2026 ▶ 1:09:08 SpaceX’s $2T Case, Nvidia’s Shock Selloff, America Turns on AI, Trump Pulls AI Order, Bond Crisis?
ALL-IN Prediction Open · timeframe Jun 2030
Baker predicts orbital compute will become a reality between 2028 and 2030
“Second half of 28 to First half of 20 30 would be my point prediction.”
Gavin Baker May 22, 2026 ▶ 1:11:13 SpaceX’s $2T Case, Nvidia’s Shock Selloff, America Turns on AI, Trump Pulls AI Order, Bond Crisis?
ALL-IN Assertion Not checkable as stated
Gavin Baker: Older GPUs have a useful life of 10 to 15 years
“All GPUs use Grok or Cerebrus for decode, and then those older GPUs, they have a useful life for 10 or 15 years, and this means that you can finance GPUs.”
Gavin Baker May 22, 2026 ▶ 1:21:07 SpaceX’s $2T Case, Nvidia’s Shock Selloff, America Turns on AI, Trump Pulls AI Order, Bond Crisis?
Baker: Drawdowns Are Either Flawed Theses or Opportunities for Pent-Up Alpha
“There are drawdowns where you're wrong, a company missed estimates, your hypothesis was invalidated, and you have to take your medicine and you crystallize that loss. And then there are drawdowns or periods of underperformance where you're underperforming beca…”
Gavin Baker May 20, 2026 ▶ 1:29 Watts, Wafers, and the Future of AI Infra | Gavin Baker · Invest Like The Best
Gavin Baker: Families and companies must establish offline safe words against AI deepfakes
“Everybody needs to have a say for it. Everybody needs to go Leave your digital devices behind. Literally go to the ocean and have a family say for it or a company say for it. And it can't be one that can be like socially engineered.”
Gavin Baker May 20, 2026 ▶ 58:34 Watts, Wafers, and the Future of AI Infra | Gavin Baker · Invest Like The Best
Baker: Investment success requires a philosophy matching your emotional makeup
“A lot of being successful as an investor is finding an investments philosophy. That fits your own emotional makeup such that you can be rational when you are wrong.”
Gavin Baker Mar 2, 2026 ▶ 22:19 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Evaluated analysts on clear factual arguments, not hit rate
“I didn't care whether the analysts at Fidelity got their stocks right or wrong. It was utterly immaterial to how I evaluated analysts. There's an analyst, he consistently had some of the worst stock picking metrics in the department. But I made a vast amount o…”
Gavin Baker Mar 2, 2026 ▶ 23:42 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Investors must urgently focus on data outside probability distributions
“Investing is a Bayesian endeavor. You have a Bayesian probability space of expected outcomes. The data points should fit within that. And then if there's a data point outside that, that's what you have to super focus. If a data points inside your expected prob…”
Gavin Baker Mar 2, 2026 ▶ 24:35 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Investors must choose to panic early or double down late
“As an investor, you have to either panic early or double down late, and you have to be one of the two. It's hard to be both.”
Gavin Baker Mar 2, 2026 ▶ 25:00 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Gavin Baker: Contrarian style relies on buying 52-week low lists
“For me, I'm a double down late person. I'm always buying stocks on the fifty-two-week low list. It makes me uncomfortable when a name is in the consensus. Sometimes consensus is right, but it's important to me to be contrarian.”
Gavin Baker Mar 2, 2026 ▶ 25:11 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Gavin Baker: Price determines returns only for a given business outcome
“Warren Buffett's famous statement is the price you pay determines your return. I would modify that and say the price you pay determines your return for a given business outcome.”
Gavin Baker Mar 2, 2026 ▶ 26:57 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Experienced investors must calculate DCF models instantly in their heads
“If you've been doing this more than five years and you can't instantly do a DCF in your head, this is the wrong business for you.”
Gavin Baker Mar 2, 2026 ▶ 27:53 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Gavin Baker: Fundamental alpha requires out-of-consensus estimates and correctness
“The alpha in the market as a fundamental investor comes from having earnings estimates or free cash flow estimates or whatever metric you choose that are materially different from consensus and being right.”
Gavin Baker Mar 2, 2026 ▶ 28:43 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Cut WeWork allocation in half when valuation was pushed
“I did invest in WeWork. They pushed the price, and I did cut my order in half. Never did anymore, to the best of my memory, but it's not like it was all roses or successes.”
Gavin Baker Mar 2, 2026 ▶ 32:06 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Framing investment ideas as falsifiable hypotheses limits confirmation bias
“Instead of having an investment thesis, we have an investment hypothesis, thesis being a literal statement of belief, and if you state a belief, as a human, you become attached to it, whereas a hypothesis is quantitatively falsifiable, and you're attempting to…”
Gavin Baker Mar 2, 2026 ▶ 37:08 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Atreides manages fund positions via dynamic pilot and co-pilot roles
“Every position in the fund, I think of it as like an airplane. You can pick any moving vehicle. On some positions, I'm the pilot. On other positions, I'm the co-pilot. Some positions, I'm in the plane, and maybe the pilot or the co-pilot are people who I've wo…”
Gavin Baker Mar 2, 2026 ▶ 38:43 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Atreides measures annual gap between insight quality and portfolio performance
“For me, execution is the gap between our performance and the performance we could have had based on the quality of our insights. I make an effort to measure that every year.”
Gavin Baker Mar 2, 2026 ▶ 42:46 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Good stock pickers will be good at shorting stocks
“There's no difference except for the risk, but the same principles apply. If you're good at buying stocks, you're going to be good at shorting stocks.”
Gavin Baker Mar 2, 2026 ▶ 44:07 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Managing basis risk is essential when running high gross exposure
“If you're going to run a high gross, the most essential thing that you have to manage is basis risk.”
Gavin Baker Mar 2, 2026 ▶ 46:08 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Long growth and short value pairs create levered factor risk
“You can't be long a stock like GM and be short Tesla. From a quantitative perspective, that makes no sense. If you're long growth and short value, that's equally painful. If you're long value and short growth, that means you're just levered value. If you're lo…”
Gavin Baker Mar 2, 2026 ▶ 46:36 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Understanding a business takes years, not 90 days of due diligence
“It's funny that some investors have an idea that you can do 90 days of work on a business and really understand it. I don't think it's possible. For me, to really understand a business, I need years of history, in some case decades, to see how the business and…”
Gavin Baker Mar 2, 2026 ▶ 52:33 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: AI Uniquely Features Public and Private Rivals Across Every Layer
“I have never seen a new technological trend where at every level of the stack, the competitors are both public and private.”
Gavin Baker Mar 2, 2026 ▶ 53:21 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Atreides requires trusted founders or board VCs for large private bets
“I don't like to invest in a company and make it a big position unless it's either a repeat founder who I've had a long duration relationship with, or there is a VC who I have a close personal and professional relationship with, Who has a really good track reco…”
Gavin Baker Mar 2, 2026 ▶ 58:23 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: Public companies targeted by short sellers should never publicly respond
“This is what you do the first time you get a short seller, write a report about you. Do not respond. I know it feels so personal. I know how personal it is, but just don't respond. Let the numbers do the talking. If you get in a public fight with them, it's ju…”
Gavin Baker Mar 2, 2026 ▶ 59:46 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
Baker: VC operational value-add is wildly overstated and unappreciated by founders
“The short answer is a lot of the operational value add from a lot of these firms is wildly overstated. The wise advice is super not appreciated.”
Gavin Baker Mar 2, 2026 ▶ 1:00:35 Gavin Baker – Truth-Seeking and Crossover Investing at Atreides (EP.489)
TBPN Prediction Not checkable as stated
Baker: Space data centers will be the world's most important development
“I think the most important thing that's going to happen in the world in the next Three to four years is data centers in space.”
Gavin Baker Dec 10, 2025 ▶ 22:05 Paramount’s Deal Playbook, Trump Opens Nvidia’s China Door, Saudis Loosen Drinking Laws | Diet TBPN
TBPN Assertion Not checkable as stated
Baker: Cooling space data centers is virtually free via dark-side radiators
“In space, cooling is free. You just put a radiator on the dark side of the satellite, and it's as close to absolute zero as you can get. So all that goes away, and that is a vast amount of cost.”
Gavin Baker Dec 10, 2025 ▶ 23:11 Paramount’s Deal Playbook, Trump Opens Nvidia’s China Door, Saudis Loosen Drinking Laws | Diet TBPN
TBPN Assertion Not checkable as stated
Baker: Laser-linked orbital satellites network faster than Earth data centers
“The only thing faster than a laser going through a fiber optic cable is a laser going through absolute vacuum. So if you can link these satellites in space together using lasers, you actually have a faster and more coherent network than in a data center on Ear…”
Gavin Baker Dec 10, 2025 ▶ 23:34 Paramount’s Deal Playbook, Trump Opens Nvidia’s China Door, Saudis Loosen Drinking Laws | Diet TBPN
INVEST LIKE THE BEST Assertion Supported
Tech-forward enterprises already handle over half of customer support via AI
“You know, it's, you know, it's some big companies that are very tech forward, you know, 50% plus of customer support is already done by AI, and that's a four hundred billion dollar industry.”
Gavin Baker Dec 9, 2025 ▶ 23:07 GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview · Invest Like The Best
INVEST LIKE THE BEST Assertion Not checkable as stated
The average semiconductor venture startup founder is around 50 years old
“The one thing I just, that I just think is so cool about it and so underappreciated is your average semiconductor venture founder is like 50 years old.”
Gavin Baker Dec 9, 2025 ▶ 1:06:20 GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview · Invest Like The Best
INVEST LIKE THE BEST Prediction Not checkable as stated
A 1990s-style DRAM memory shortage cycle could slow down AI expansion
“By the way, something that could slow all this down and be a natural governor is if we get our first true DRAM cycle since the late nineties.”
Gavin Baker Dec 9, 2025 ▶ 1:09:25 GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview · Invest Like The Best
a16z Opinion
Baker: Artificial intelligence is not currently in a financial bubble
“I do not believe we're in an AI bubble today.”
Gavin Baker Oct 30, 2025 ▶ 3:21 "Is there an AI bubble?” Gavin Baker and David George
a16z Prediction Open · timeframe Oct 2030
Baker: Frontier AI lab gross margins will stay structurally below SaaS
“And the nature of AI because of scaling laws, Richard Sutton's the better listen they're just more compute intensive. So their gross margins are structurally going to be lower. But that doesn't mean they can't be great businesses. I just, I think it's going to…”
Gavin Baker Oct 30, 2025 ▶ 13:48 "Is there an AI bubble?” Gavin Baker and David George
a16z Insight
Baker: Software companies cannot succeed in AI without margin pressure
“It is definitionally impossible, given what we just discussed, to succeed in AI without gross margin pressure, and I do not know why they have concerns, because we have an existence proof that a software company can deal well with declining margins in Microsof…”
Gavin Baker Oct 30, 2025 ▶ 16:18 "Is there an AI bubble?” Gavin Baker and David George
a16z Prediction Open · timeframe Oct 2028
Baker: Major custom AI ASIC programs will be canceled within three years
“In the next three years, I think you'll see a bunch of high-profile ASIC programs canceled, especially if Google starts selling TPUs externally, which has been all over X.”
Gavin Baker Oct 30, 2025 ▶ 25:10 "Is there an AI bubble?” Gavin Baker and David George
a16z Prediction Not checkable as stated
Baker: AI business models will shift to outcome-based pricing
“Humans were fundamentally paid based on outcomes, and a lot of AI will be augmenting humans, but probably also replacing some humans, and that will involve being paid paid for outcomes.”
Gavin Baker Oct 30, 2025 ▶ 27:56 "Is there an AI bubble?” Gavin Baker and David George
a16z Insight
Baker: Google avoided outcome models because advertisers systematically overpay for ads
“Because people overvalue systematically their ability once they've acquired a customer through Google to keep it as an organic customer. So they systematically overpay. And they continue doing that. That's why Google never went to outcomes or marketplace, beca…”
Gavin Baker Oct 30, 2025 ▶ 29:05 "Is there an AI bubble?” Gavin Baker and David George
a16z Prediction Not checkable as stated
Baker: Global robotics market will be Tesla versus China
“Yeah, very real, and it's gonna be Tesla versus the Chinese in the same way it's Tesla versus the Chinese in, in cars.”
Gavin Baker Oct 30, 2025 ▶ 30:13 "Is there an AI bubble?” Gavin Baker and David George
a16z Opinion
Baker: Debate between humanoid and non-humanoid robots is over
“Is it going to be humanoids or not humanoids? I think that debate is over because humanoids can kind of learn, you know, from watching YouTube videos, and then it's easier for a human being you know, to put on a suit and show the robot how to do it.”
Gavin Baker Oct 30, 2025 ▶ 30:37 "Is there an AI bubble?” Gavin Baker and David George
TBPN Assertion Supported
Baker: Larry Page willing to risk Google bankruptcy to win AI race
“He said, Larry Page has said internally at Google many times, I'm willing to go bankrupt rather than lose this race. Everybody is focused on ROI, but the people making the decisions are not basically saying that scale, it's all about scale.”
Jordi Hays Sep 27, 2025 ▶ 6:18 Weekly Recap: Matthew McConaughey on AI, Nvidia x OpenAI
Ted Seides: Gavin Baker is the most knowledgeable AI public market investor
“Gavin, at least in the public markets, is the most knowledgeable person I've ever met on a sector, let alone it just happens to be that sector is AI.”
Ted Seides Sep 8, 2025 ▶ 57:10 Ted on Alt Goes Mainstream (EP.458)
ALL-IN Assertion Supported
Baker: OpenAI's ChatGPT-5 router was broken for its first 16 hours
“I mean, in all fairness to OpenAI, the router that kind of auto selects the right model was apparently broken for the first kind of. 12 or 16 hours of the model's release. It wasn't working.”
Gavin Baker Aug 9, 2025 ▶ 15:54 OpenAI's GPT-5 Flop, AI's Unlimited Market, China's Big Advantage, Rise in Socialism, Housing Crisis
ALL-IN Opinion
Baker: Imperial presidency is preferable to an imperial judiciary
“And the executive branch, which is at least elected and accountable, I would rather have an imperial president who we can judge and vote out of office than an imperial judiciary.”
Gavin Baker Aug 9, 2025 ▶ 48:00 OpenAI's GPT-5 Flop, AI's Unlimited Market, China's Big Advantage, Rise in Socialism, Housing Crisis
ALL-IN Prediction Didn’t hold up
Baker: Zohran Mamdani will almost certainly win NYC mayoral election
“Unless Adams or Cuomo pulls out, he's almost certainly going to win.”
Gavin Baker Aug 9, 2025 ▶ 1:02:07 OpenAI's GPT-5 Flop, AI's Unlimited Market, China's Big Advantage, Rise in Socialism, Housing Crisis

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