The Ledger

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Opinion
Thompson: AI Will Make Google Search Look Like See's Candies
“The absolute profits available here, even if the margins are lower, is so much larger that will we look back and Google search was seized candies. And I, it feels like that's what's happening.”
Ben Thompson Aug 18, 2026 ▶ 13:00 What Happens When the AI Boom Runs Out of Money · Invest Like The Best
Prediction Not checkable as stated
Thompson: Sufficient power gives Amazon and Google time to threaten NVIDIA's margins
“The longer we have enough power, the more time Amazon has to make Trinium better. The more time Google has to make TPUs competitive from an efficiency standpoint. And if we get in a world where, this is a world where those margins seem very hard to sustain.”
Ben Thompson Aug 18, 2026 ▶ 1:24:33 What Happens When the AI Boom Runs Out of Money · Invest Like The Best
What-if
Thompson: Early OpenAI ad model would severely threaten Google and Meta
“There's a bit where had they leaned into advertising immediately as soon as ChatGPT was a hit, I think they would have a killer ad product right now. I think that Google would be in much bigger trouble. I think Meta would be in much bigger trouble”
Ben Thompson Aug 18, 2026 ▶ 30:20 What Happens When the AI Boom Runs Out of Money · Invest Like The Best
Opinion
Thompson: Google and Meta Monetize AI Far More Than OpenAI or Anthropic
“Biggest impact of the models, the biggest monetization right now is probably not anthropic opening. It's the incremental gain that is happening for Google and meta.”
Ben Thompson Aug 18, 2026 ▶ 1:07:25 What Happens When the AI Boom Runs Out of Money · Invest Like The Best
Opinion
Thompson: Chinese AI labs remain 6 to 9 months behind frontier models
“I think OpenAI and Anthropic are clearly on the frontier. Who knows what's happening with Google and then Grok and Meta are chasing them. Meanwhile, the Chinese are very capable, very smart, and also definitely distilling these models to sort of stay about six…”
Ben Thompson Aug 18, 2026 ▶ 4:53 What Happens When the AI Boom Runs Out of Money · Invest Like The Best
Prediction Not checkable as stated
Thompson: Hyperscalers like Google and Amazon are NVIDIA's ultimate competitors
“Their ultimate competitors are the hyperscalers, particularly Google and Amazon. So Google and Amazon aren't just building their own chips, but they're also looking to sell those chips externally.”
Ben Thompson Aug 18, 2026 ▶ 1:18:10 What Happens When the AI Boom Runs Out of Money · Invest Like The Best
Insight
Sacerdote: Mega-cap tech offers massive alpha over generalist portfolio managers
“I think there's tremendous alpha in the largest cap, because if you think about it, a small cap, it just takes one person to figure out it's good and move it up, but it takes a hundred people, a hundred diversified PMs to realize Google's not a loser, it's a w…”
Alex Sacerdote Jun 9, 2026 ▶ 1:13:55 Why the AI Boom Is Just Getting Started · Invest Like The Best
Assertion Not checkable as stated
Baker: Anthropic and OpenAI surpassed Google on the AI intelligence-cost Pareto frontier
“Google dominated that nine months ago. At every point on the Pareto frontier, OpenAI, XAI, and Anthropic were inside of them. Now, the Pareto Frontier is dominated by Anthropic, OpenAI, and then Grok 4.3 is on the Pareto Frontier.”
Gavin Baker May 20, 2026 ▶ 33:51 Watts, Wafers, and the Future of AI Infra | Gavin Baker · Invest Like The Best
Opinion
Baker: Google is likely subsidizing Gemini 3.1 out of pride
“And if I were to bet, I would bet that they were subsidizing that out of pride.”
Gavin Baker May 20, 2026 ▶ 34:18 Watts, Wafers, and the Future of AI Infra | Gavin Baker · Invest Like The Best
Disclosure
Anthropic signs 5GW TPU deal with Google and Broadcom starting in 2027
“So last month, you know, we signed a five gigawatt deal with Google and with Broadcom for TPUs starting in twenty-twenty-seven.”
Krishna Rao May 13, 2026 ▶ 23:50 Inside Anthropic's $100 Billion Al Compute Commitment | CFO Krishna Rao · Invest Like The Best
Insight
Sundheim: Personalization, Not Answer Quality, Will Be the Moat for AI Assistants
“I think if you're Google or you are OpenAI, the differentiating factor will not necessarily be that Google gives you a better answer. Like if we were just like to, you know query Gemini or ChatGPT on something I don't think it's the case that we would say defi…”
Dan Sundheim Feb 24, 2026 ▶ 15:58 Inside Dan Sundheim's Bets on Anthropic, OpenAI, and SpaceX · Invest Like The Best
Insight
Horowitz: Elite AI Model Training Cannot Be Learned in Academia
“If you haven't been at like Google or Facebook or open AI or anthropic and like somebody gave you hundreds of millions of dollars to try and build a giant model and you weren't like one of the main people, then you probably don't know how to do it because you …”
Ben Horowitz Feb 3, 2026 ▶ 11:01 Why The Laws of Startup Physics Have Changed | Ben Horowitz Interview · Invest Like The Best
Opinion
ChatGPT Possesses Far Better Intent and Identity Data Than Google or Meta
“ChatGPT. Their combination of intent and identity data is unparalleled. I mean, Google had intent data but not identity. Facebook identity but not intent. These things have been brought together.”
Gokul Rajaram Jan 29, 2026 ▶ 44:27 He Built The Revenue Engines for Google, Facebook & Square · Invest Like The Best
Opinion
Google currently holds a temporary pre-training advantage and lowest token costs
“So I think, you know, Google for sure has this temporary advantage right now from a pre-training perspective. I think it's also important that they've been the lowest cost producer of tokens, okay?”
Gavin Baker Dec 9, 2025 ▶ 11:06 GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview · Invest Like The Best
Insight
George: Vast Majority Of Tech Market Cap Creation Goes To The Leader
“The vast majority of market cap creation is going to go to the market leader. And this is probably underappreciated. Like we see this all the time with our peers in the growth investing industry, where they say things like, yeah, you know, even the number two …”
David George Dec 2, 2025 ▶ 23:06 How a16z Growth Invests · Invest Like The Best
Assertion Supported
Patel: Human-Level Engineering AI Represents $2 Trillion in Value
“If I could have an intelligence as smart as a Google senior engineer, that's two trillion dollars of software value, right? Because that's how much I pay, the world pays to software engineers today.”
Dylan Patel Sep 30, 2025 ▶ 1:11:13 Inside the Trillion-Dollar AI Buildout | Dylan Patel Interview · Invest Like The Best
Prediction Held up
Patel: xAI Will Build Biggest Data Center but Trail Big Tech Compute
“XAI can get to the next stage of compute. They won't have more compute than OpenAI. They won't have more compute than any individual company at Google, Meta, et cetera, but they will have the biggest individual data center”
Dylan Patel Sep 30, 2025 ▶ 1:51:34 Inside the Trillion-Dollar AI Buildout | Dylan Patel Interview · Invest Like The Best
Assertion Not checkable as stated
Patel: Google has the lowest token COGS due to TPUs
“They have the lowest cost of goods sold for any token of any company because they have their own vertical stack on TPUs.”
Dylan Patel Sep 30, 2025 ▶ 1:58:34 Inside the Trillion-Dollar AI Buildout | Dylan Patel Interview · Invest Like The Best
Opinion
Patel: Super Bullish on Google as It Wakes Up Across All AI Fronts
“It was pretty bearish Google, like, two years ago, but I'm like, super bullish Google. ... They're waking up on every front, you know, they're taking the TPUs, they're selling them externally, they're taking the their models, and they're actually, like, compet…”
Dylan Patel Sep 30, 2025 ▶ 1:54:06 Inside the Trillion-Dollar AI Buildout | Dylan Patel Interview · Invest Like The Best
Prediction Partly held up
Patel: Hyperscalers will pause buybacks to reinvest in AI CapEx
“They're gonna, those companies aren't gonna do buybacks ever fucking again, right? Or not, like, ever again, but for a while. Because, like, they have way more, they think there's better ROI for their capital now.”
Dylan Patel Sep 30, 2025 ▶ 1:04:39 Inside the Trillion-Dollar AI Buildout | Dylan Patel Interview · Invest Like The Best
Prediction Not checkable as stated
Diller: Publishers relying on Google search traffic face near extinction
“I mean, it really is, and if you depend on your life traffic from Google, from search, you're gonna be close to extinct, if that's what you do.”
Barry Diller Sep 23, 2025 ▶ 55:59 How Barry Diller Built Entertainment Empires · Invest Like The Best
Insight
Gurley: Believing You Cannot Overpay Is Rational If Assuming Meta-Like Scale
“People that have watched Google or Meta, you know, go from Looking expensive at twelve billion to three trillion. Like, if they assume something might be that, they can't overpay in their mind. Which I think is rational for the independent player.”
Bill Gurley Jun 10, 2025 ▶ 18:38 The Gift and The Curse of Staying Private with Bill Gurley · Invest Like The Best
Assertion Supported
Thompson: Google agreed to sell about 20% of its TPUs to Anthropic
“Google already made a deal to sell, like, 20% of their TPUs to Anthropic.”
Ben Thompson Aug 18, 2026 ▶ 1:18:20 What Happens When the AI Boom Runs Out of Money · Invest Like The Best
Assertion Supported
Thompson: Tech giants blew through debt markets in a year for AI
“Then, like, the speed with which the tech companies blew through the debt markets is kind of incredible. Like, it took, like, a year, and now Google's issuing equity.”
Ben Thompson Aug 18, 2026 ▶ 8:39 What Happens When the AI Boom Runs Out of Money · Invest Like The Best
Opinion
Baker: Amazon and Nvidia lead big tech in startup engagement by a mile
“The two companies who are the most deeply engaged with startups are Amazon and Nvidia by a mile. Then there's a really intense engagement with Google, their next most intense.”
Gavin Baker May 20, 2026 ▶ 1:14:46 Watts, Wafers, and the Future of AI Infra | Gavin Baker · Invest Like The Best
Assertion Partly supported
Rao: Anthropic is the only AI lab on all three major clouds and chip architectures
“We are, you know, the only model that's on all three clouds today, we're the only language lab that's using all three of these chip platforms.”
Krishna Rao May 13, 2026 ▶ 38:36 Inside Anthropic's $100 Billion Al Compute Commitment | CFO Krishna Rao · Invest Like The Best
Assertion Not checkable as stated
Patel: Google and Anthropic are not heavy users of training GPUs
“Google and Anthropic are not heavy, heavy users of GPUs on the training side, but OpenAI, they'll, they'll start having their new class of models.”
Dylan Patel Apr 23, 2026 ▶ 25:52 The Supply and Demand of AI Tokens | Dylan Patel Interview · Invest Like The Best
Assertion Not checkable as stated
Larry Page Prioritized Global Ad Ubiquity Over Google's Revenue Milestones
“His goal was not to, again, he didn't care about the revenue. He cared that Google is involved in serving every single ad on the planet. Versus like making a making a business of like whatever billion or two billion or ten billion.”
Gokul Rajaram Jan 29, 2026 ▶ 25:12 He Built The Revenue Engines for Google, Facebook & Square · Invest Like The Best
Opinion
Google's Gemini Does Not Need to Monetize Through Ads Anytime Soon
“Gemini doesn't need to monetize anytime soon. So they can just sit back. They have a lot of ads expertise and data from Google. They can sit back and wait till they need to monetize.”
Gokul Rajaram Jan 29, 2026 ▶ 50:10 He Built The Revenue Engines for Google, Facebook & Square · Invest Like The Best
Opinion
Hastings: Google's hiring model mirrors Stanford graduate school's low-attrition culture
“You know, other people have a view like keep very hard to get in, but then you can stay no matter what. And I think that's been more of the Google orientation as an example. And it comes from their graduate school background, right? It's really hard to get int…”
Reed Hastings Jan 6, 2026 ▶ 6:15 The Netflix Culture Code That Changed Entertainment Forever | Reed Hastings Interview · Invest Like The Best
Opinion
Google, IBM, and Honeywell lead quantum computing, not pure-play public companies
“The public quantum companies, again, are not the leaders. You know, from my perspective, the leaders in quantum would be Google, IBM, and then the Honeywell quantum”
Gavin Baker Dec 9, 2025 ▶ 1:17:16 GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview · Invest Like The Best
Disclosure
George: a16z was the only VC firm in Waymo's 2020 outside round
“We originally invested in 2020 in Waymo. They came to us to raise outside capital for the first time. So it's just purely funded by Google over time. They thought it would be helpful for employees, for hiring all that stuff, outside counsel, all that, diversif…”
David George Dec 2, 2025 ▶ 13:15 How a16z Growth Invests · Invest Like The Best
Opinion
Zhang: Decagon CEO Is Very Bullish on Google in AI
“I'm very bullish on Google, actually.”
Jesse Zhang Oct 6, 2025 ▶ 1:03:56 The Future of AI Agents | Jesse Zhang Interview · Invest Like The Best
Assertion Supported
Patel: Google is partnering with TeraWulf and Fluidstack to deploy TPUs
“There have been more recent deals with crypto miners, Google, and Fluidstack, because Google's really short on data center capacity. People want to use more TPUs. They can't serve them all themselves, so they're gonna sell TPU systems to providers you know. Go…”
Dylan Patel Sep 30, 2025 ▶ 1:15:16 Inside the Trillion-Dollar AI Buildout | Dylan Patel Interview · Invest Like The Best
Insight
Spotify essentially operates as the missing R&D department for the music industry
“My team, the, R and D team and all of Spotify, we are the R and D department of the music industry. And first people were like, what do you mean? And I'm like, well, look at it. It's an entire industry that doesn't have an R and D department. Like, you know, m…”
Gustav Söderström May 20, 2025 ▶ 1:01:12 Spotify’s Journey To Profitability · Invest Like The Best
Assertion Supported
Thompson: Google built its infrastructure moat on cheap dot-com dark fiber
“Google built its business by buying up dark fiber. They had the killer search engine, but they, so much of the power, what they do is because they bought up all this dark fiber. That was basically free after the.com era.”
Ben Thompson Aug 18, 2026 ▶ 1:22:57 What Happens When the AI Boom Runs Out of Money · Invest Like The Best
Assertion Not checkable as stated
Baker: Google holds the largest installed base of compute
“They have the biggest installed base of compute.”
Gavin Baker May 20, 2026 ▶ 1:09:15 Watts, Wafers, and the Future of AI Infra | Gavin Baker · Invest Like The Best
Prediction Not checkable as stated
Google's AI monetization will prompt competitors to introduce ads in free tiers
“Google has started to monetize AI mode with ads, and I think that will give everyone else permission to introduce ads into the free mode. And then that is going to be an important source of ROI.”
Gavin Baker Dec 9, 2025 ▶ 58:51 GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview · Invest Like The Best
Assertion Supported
xAI recently processed 1.35 trillion OpenRouter tokens, beating Google and Anthropic
“They process 1.35 trillion tokens. Google did like eight or nine hundred billion. This is like whatever it is, last seven days or last month. You know, Anthropic was at seven hundred billion.”
Gavin Baker Dec 9, 2025 ▶ 49:31 GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview · Invest Like The Best
Disclosure
Sacerdote: Google is one of Whale Rock's largest positions
“We beloved Google as well. It's one of our largest positions”
Alex Sacerdote Jun 9, 2026 ▶ 3:34 Why the AI Boom Is Just Getting Started · Invest Like The Best
Disclosure
Gurley: I do 40 to 50 AI queries daily, more than Google searches
“I'm probably doing 40 or 50 searches a day on, on a AI platform, which is more than I ever did Google searches.”
Bill Gurley Jun 10, 2025 ▶ 45:38 The Gift and The Curse of Staying Private with Bill Gurley · Invest Like The Best
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