The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 86 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Stability AI Has More Compute Available Than Microsoft or Google
“The reality is we have more compute available to us than Microsoft or Google.”
Patel: Hyperscalers cannot replicate CPU and storage profit margins in GPUs
“Their ROIC is, like, extremely high on CPU and storage, and to assume that it can, like, translate over to GPUs is, is a bit of a fallacy, which is why a lot of these companies are moving in, right?”
Prince: OpenAI and Anthropic Refer Traffic 750x and 30,000x Less Than Google
“In the case of someone like OpenAI, it's 750 times harder than it was with the Google of old. With the case of Anthropic, it's 30,000 times harder than the content of old”
Google should be worried because its traditional search model will fail
“You know, if I was Google, I would be pretty worried because that old school system does not look like it's going to be where we're at in 10 years time.”
Ramaswamy: Big Tech Claims That Ads Democratize Access Are Entirely Self-Serving
“I find this whole thing of ads enable Google to make free products or ads enable Facebook to be available for Ecuadorian people made by billionaires sitting in Palo Alto to be entirely self-serving.”
Haas: Nvidia, Amazon, Microsoft, and Google Backed Arm's Physical Chip Strategy
“So whether it was Nvidia, Amazon, Microsoft, Google, All people who build ARM-based server chips, they were all on board, and I think the ultimate proof point was when we announced the product last March, we had Jensen, we had Ronnie Boker, we had Amin, we had…”
Ramaswamy: Why Google Failed in Shopping and Travel
“Google, for example, stopped that information. God knows I spent enough time trying to get into physical things like shopping or airline purchases or hotels. We didn't really succeed because we didn't have core competence really in some fundamental way beyond …”
Ramaswamy: Google's PageRank Ran Out of Juice by 2004
“The insight that powered Google was PageRank. It was a way of harnessing the power of the entire internet to figure out what was popular and what was not. But PageRank ran out of juice. Like in six years, like 2004 or five. And while Google never really liked …”
Patel: Some NeoClouds beat AWS, Google, and Azure on software performance
“Actually some of these NeoClouds are better than Amazon and Google and Microsoft in terms of software.”
Patel: AMD, Trainium, or TPUs will beat chip startups as NVIDIA alternatives
“I probably think that like AMD GPUs or Amazon's Tranium will be probably more likely to be a best second choice. For people or Google TPU, of course, but I think Google is just more interested in it for internal workloads. I just think that those will be much …”
Prince: AI companies fear Google most due to its privileged content access
“Why Google is so important is when you talk to all of the other AI companies, Google is the one company that they're the most afraid of. And that the reason that they're most afraid of them is because they think that they have privileged access to content in a…”
Prince: Google Clicks Are 10x Harder to Get Than 10 Years Ago
“The data that we have also substantiates that and shows that compared with 10 years ago, it's become 10 times harder for the same piece of content to get a click from Google than it was before.”
Gil: Early Google hired well but fired poorly, unlike early Facebook
“Google was a good example of a organization that would always hire well, but couldn't fire well. It took them a really long time to clean people out. Years, like literally years. Facebook, on the other hand, was kind of known for a more mixed early talent pool…”
Simons: System prompts are not a moat, like viewing source on Google
“It's not going to be, you know, the system prompt kind of a, you know, for those who have done web development, it's kind of like view sourcing on a webpage. Like you can go to google.com, you can view source. No one so far has kind of done that and built anot…”
Taylor: Large consumer giants like Apple, Google, and OpenAI will dominate personal agents
“My take is the domain of personal agents is probably of the very large consumer companies like Apple and Google and OpenAI and others that have big consumer brands.”
Alexandr Wang: Multimodality is a lateral move; the industry needs smarter models.
“So, you know, we got multi-modality capability.
That's exciting.
It's more of a lateral expansion of the models, and the industry needs smarter models.
We need GPT-V, or we need Gemini-II, or whatever that, those models are going to be.
and so to me it was, y…”
Noon: Cybersecurity incumbents acquire startups because early-stage efficacy is unpredictable
“There's a, you know, like a truism that all cybersecurity products are just, you know, complex insurance policies or whatever, right? But the point is like that, that mushiness exists. And so what has resulted in, in, in the free market here is these incredibl…”
Gil: Google's Med-PaLM 2 Output Was More Accurate Than Physician Experts
“They trained a model specifically on medical data, and the output from the model tended to be more correct than human physician experts.”
Khan: Internalized knowledge and mathematical fluency matter more in the AI era
“The more that you have rapid access to knowledge in your head, the more that you are fluent with your mathematics, that you have information and concepts at the tip of your fingers, these tools will accelerate you more than anyone else. And the kid that has to…”
Scott is not worried about major AI competitors behaving unsafely
“The thing that I will say is we fiercely compete with a whole bunch of these folks. But, like, one of the things that I don't do is, like, look at any of those companies that you just named and, like, worry that they're going to do something that like, is, lik…”
Google inadvertently degraded internet content by optimizing for ads and SEO
“The problem with what Google has sort of, I guess, in a way accidentally done to the internet is that it has basically. Shaped content production in a way that optimizes for ads. And everything is now SEO'd to within an inch of its life.”
Suleyman and others aggressively pushed Google to launch LLMs in 2021
“While I was there, sort of in the last year in twenty-twenty-one, I tried pretty hard to get things launched at Google. We were all kind of banging on the table, being like, come on, this is the future, and you know obviously David Luan from Adept was also in …”
Google search is an appallingly painful conversation mediated by blue links
“Conversation is the future interface. And Google is already a conversation. It's just an appallingly painful one, right? You say something to Google, it gives you an answer in 10 blue links. You say something about those 10 blue links by clicking on it. You, i…”
Gil: AI value capture will likely be 80% incumbents, 20% startups
“And it feels like in this wave, it's probably eighty-twenty again, right? It's probably, Google will probably become a player, right? OpenAI is closely aligned with Microsoft. And then, you know Salesforce with AI is probably Salesforce, right? It probably isn…”
Denis Yarats argues AI answer engines fundamentally break Google's monetization model
“And it's also kind of like why we believe my, it might be very hard for Google to fully launch this system. Like answer engine, because it just like breaks monetization strategy for them.”
Aravind Srinivas predicts users will abandon Google's blue links for answer engines
“They will eventually prefer this experience over the regular like 10 links or 20 links UI that Google has. So that, that's something I'm pretty confident about.”
Ramaswamy: LLMs Can Replace Massive Click Data for Core Search Tasks
“We realized that a lot of problems that Google solved with massive scale and user data, they could, in fact, solve with LLMs. So we use a lot of them for things like query rewriting.”
Ramaswamy: Flash Let Neeva Solve Index Replacement Faster Than Google
“Asim, for example was just brilliant at engineering a system that ran completely on Flash in which we could do things like super rapid iteration, replace the entire index or the space of two days or put in arbitrary amounts of information for experimentation i…”
Ehrlich says Google bought bankrupt Spirit Airlines' data for $10 million
“Google buy something from the bankrupt Spirit Airlines. They didn't buy airplanes. They bought the data. They bought the data for ten million dollars, because they think it's very important in that perspective, they're using it to train models.”
Gil: Displaced Big Tech engineers will be absorbed by traditional enterprises
“So even if there is some displacement of engineers at some point in the future, I don't know when that is or if it happens, but if it does happen, there's lots and lots of homes for them. Because there's tons of enterprises that never had the capability set or…”
Gil: AI labs scaled from $1B to $10B revenue in one year
“ADP Took 20 something years to grow from a billion to ten billion in revenue. And then the next wave of companies like Adobe took about 20 years to go from one to 10. And then you fast forward in time and you have things like Salesforce or SAPs for an even mor…”
Nadler: OpenEvidence is NEJM's largest traffic referrer after Google
“You know, I think we're one of the largest sources of referral traffic to the England Journal of Medicine after Google. The rankings, I don't know if they're number two or three or four, but we're one of the largest sources of referral traffic to our partner i…”
Balog: AlphaEvolve improves Google data center efficiency, hardware design, and software
“So, so we show that AlphaEvolve can improve the efficiency of the data center. It can contribute to hardware design, and it can contribute to improving the efficiency of most important pieces of software that that are being run inside Google.”
Mann: OpenAI, Google, and Microsoft are betting big on Anthropic's MCP
“OpenAI, Google, Microsoft all these companies are betting really big on MCP.”
Garman says Google and Microsoft forced new app paradigms in early cloud
“I think if you look at some of those others like Google and later Microsoft they kind of went at this space for first, we were the first ones out there that had anything like this, but even soon after that, I think they went after the space, like that was goin…”
Gil: Big Tech, not VCs, drives multi-billion dollar AI funding rounds
“The big rounds aren't venture capitalists. Investing billions of dollars is the big tech companies. It's Amazon and Google and Microsoft and Salesforce and NVIDIA actually, right?”
Guo: Specialized AI will fracture search from a single unified market
“We're at this very, I think, special moment where the technology and perhaps the like user behavior, the expectation, if we take out like slices of it, where the expectation is very different and get people to think about pieces of search Because it's not at a…”
Gil: Google TPUs were dramatically more performant than GPUs for years
“And it obviously was dramatically more performant than GPU for a long time.”
Halligan: Mass AI content creation won't work for LLM discovery
“One of the things that's not going to work is using AI to just create tons of content. I think Sam Altman and all the people building the other models are going to look at similar signals to Google. They're going to say how many links are into the site with th…”
Singhal: Medical AI is an ideal testbed for safety and alignment
“I think there's a good chance that this setting, this medical setting for example, medical question answering,
Or maybe more broadly, I think ends up being a better scenario to study concerns about technical safety and to mitigate concerns like misaligned with…”
Singhal: Med-PaLM and Med-PaLM 2 were trained without patient health information
“Like for example, MedPOM and MedPOM-II are trained without any patient health information. They, they're just kind of taking all the knowledge of POM and POM-II and then just kind of Aligning them and making them behave in a certain way.”
Guu: FLAN Demonstrated Zero-Shot Generalization After Multi-Task Training on 100 Tasks
“What we were able to show was that if you train on a hundred tasks, if we then show the model a new 101 task, it will be able to adapt to that without having seen that particular task before.”
Daniel de Freitas Built Google's Meena as a Scrappy 20% Project
“Like he started the thing as like a 20% project where like people are encouraged to spend 20% of their time, like doing whatever they want. So and then he just, like, recruited, like, an army of, like, 20% helpers who were, like, ignoring their day jobs and, l…”
Srinivas: Google and Microsoft will match Perplexity's current search capabilities
“I feel like Google and Microsoft will pretty much do the same thing we have right now as well as us.”
Srinivas: Chat UI makes more sense than Google for complex queries
“As the questions get more complex. The chat UI makes a lot more sense than Google's UI.”
Srinivas: Subscription search fails if incumbents offer an 80%-good free tier
“If a bigger behemoth like Google or Bing just put out the same or like even 80% as good as you for free, then you're never going to make it as a subscription product.”
Ramaswamy: Google Featured Snippets Never Passed 7 Percent Coverage
“Things like featured snippets were never deployable at scale. The technology simply was not there. Even if Google put the full might of its mighty machine against the problem, the coverage never really extended beyond like five, six, seven percent, and it woul…”