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 1,444 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 13 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

Opinion
Evans: Creators most upset about AI art lack originality
“The really unkind thing one could say is that the people who are most upset about AI art are the people who are making stuff that has no particular authenticity originality. I mean, if you, if you've made, if you wrote 10 vampire romance books last year and yo…”
Benedict Evans Feb 23, 2026 ▶ 26:33 AI and SaaS
Opinion
Evans: The Cambridge Analytica scandal was basically a hoax
“And of course the irony of Cambridge Analytica was it was, in the end, it was basically a hoax. There was nothing there.”
Benedict Evans Nov 2, 2021 ▶ 39:15 The Meta reality
Opinion
Evans: Sam Altman's Windows and utility analogies for AI are flawed
“Sam Altman talked about windows, which is a really bad analogy because windows had network effects. He also talked about water companies and electricity companies, which are like completely the opposite. They're regulated utilities with crappy margins selling …”
Benedict Evans Jul 15, 2026 ▶ 10:43 Token pricing
Insight
Evans: Bottom-up enterprise adoption only ever succeeded for Slack and Notion
“This is like the great fallacy of enterprise software that you can just sell to the users, and it's like it only ever worked for Slack and one other company. Maybe Notion, but even Notion has capped out.”
Benedict Evans Jul 15, 2026 ▶ 20:57 Token pricing
Opinion
Evans: No AI lab has unique models because everyone builds identical tech
“What's happened so far is that people leapfrog each other every couple of weeks or every month or two, but because everyone is basically building the same stuff nobody has anything unique in the models.”
Benedict Evans Feb 28, 2026 ▶ 15:21 The end of the network effect
Opinion
Evans: Dismissing AI as useless is like calling the internet useless in 1999
“I still see people who say, no, it's just like a stochastic parrot. It doesn't do causation. It doesn't work very well. It's got hallucinations. It's all useless. These people are morons. Like, they are just idiots. But they're idiots in the sense of somebody …”
Benedict Evans Feb 23, 2026 ▶ 4:43 AI and SaaS
Opinion
Evans: Skeptics dismissing AI as useless or like NFTs are ignoring reality
“The real idiots are the people who are just saying, oh, none of this works, and it's all nonsense, and it's just a stochastic parrot, and it's useless, and I don't know what it's for and this is all, like, nonsense, and this is a rerun of NFTs. Because these p…”
Benedict Evans Nov 16, 2025 ▶ 37:24 The AI presentation
Opinion
The DOJ gerrymandered its market definition in the Apple antitrust lawsuit
“The DOJ is suing Apple for having what the DOJ, claiming the DOJ describes as a monopoly of, quote, performance smartphones, which Apple described as gerrymandering, and I'm kind of inclined to agree”
Benedict Evans Aug 19, 2024 ▶ 20:48 Google's Antitrust case
Opinion
The Microsoft antitrust case did not create Google or the iPhone
“This is kind of bizarre assertions that somehow the DHA Microsoft case resulted in the rise of Google or resulted in the iPod and the iPhone, which is just ignorant nonsense.”
Benedict Evans Aug 19, 2024 ▶ 32:45 Google's Antitrust case
Opinion
Evans: Rabbit's 'cack-handed' AI hardware is becoming a 'smoking hole'
“And we saw this kind of completely cack-handed attempt at doing this from Rabbit, which is now well on the way to being a smoking hole in the ground.”
Benedict Evans Jul 1, 2024 ▶ 9:22 The AI summer
Insight
Evans: Open-source clones of commercial products never succeed
“Well, so I was looking at, I looked at Metaverse, sorry, at Fediverse, and saw, this looks like an open source claim of Twitter, and open source claims of commercial products never work. It's the only people who use them are people who care that it's open sour…”
Benedict Evans Oct 29, 2023 ▶ 23:51 LLMs, links, and the death of links
Prediction Not checkable as stated
Brody: Blockchain will eventually let sports fans vote on transfer decisions
“I think there will come a day where fans will be heavily engaged. In what goes on on the field. Like, and whatever that looks like, whether it's they're making game day decisions, or whether they're making transfer market decisions, or they're voting on those …”
Leonard Brody Oct 15, 2023 ▶ 43:28 The magic customer
Opinion
Twitter needed an 80% to 90% staff reduction and cultural reset
“And so it needed, like, a total cultural reset, and you needed to, like, fire 80 or 90% of the people and then hire back. So that instead of having, it had well over 10,000 people plus, plus contractors. And it's gone down to a thousand or something, and maybe…”
Benedict Evans Jul 21, 2023 ▶ 5:54 Threads
Opinion
Evans: Musk's management of Twitter has been a series of self-inflicted wounds
“But since then, we've just had like one massive self-infected wound after another. Like he doesn't have, he's shot himself in the feed so many times, whether that's banning external links, like banning people, blocking people. And like, yes, the content modera…”
Benedict Evans Jul 21, 2023 ▶ 6:21 Threads
Opinion
Evans: Twitter is a failure compared to Meta's multi-billion user apps
“It's an amazing success. Like, no, it fucking isn't. It's got two hundred fifty million users. Each has, like, Meta's got three or even four products that have each got three billion users. It's a failure.”
Benedict Evans Jul 21, 2023 ▶ 25:45 Threads
Opinion
Elon Musk lacks an intuitive understanding of how social networks work
“Like on past form, you know, Elon is just going to keep doing this because he clearly just hasn't, doesn't have any understanding or any kind of intuitive sense of how social networks work. And he doesn't understand that he, every time he does these things, he…”
Benedict Evans Jul 21, 2023 ▶ 33:17 Threads
Opinion
Musk's controversial tweets destroy half a billion dollars in value each
“When you do that, you just, that, that, that, that tweet cost you half a billion dollars. Every time you do that, that's another half billion dollars gone. Like, why do you do that? It's worse than a crime. It's a mistake.”
Benedict Evans Jul 21, 2023 ▶ 42:25 Threads
Opinion
Evans: Developers will have little reason to build for Meta Quest
“I feel very sorry for Meta because they spent, you know, however many tens of billions of dollars on their product that, you know, no one's really, only a couple of million people are really using and doesn't have traction. And after this, why on earth would y…”
Benedict Evans Jun 5, 2023 ▶ 10:02 Apple Vision
Prediction Not checkable as stated
Evans: Generative AI is going to demolish the porn industry
“It's also going to happen to porn. It's just going to demolish the porn industry. Because again, there's vast amounts of training data.”
Benedict Evans Apr 2, 2023 ▶ 27:01 AI, copyright and collective knowledge
Insight
Evans: Near-zero AI error rates render semantic understanding questions practically irrelevant
“And as the error rate goes down, you get this philosophical conversation, which is what gets you to AI risk, where people are saying, look, you throw another hundred X more compute and 200 X more data at it, and the error rate goes to 90 X percent, 99.98%. At…”
Benedict Evans Mar 27, 2023 ▶ 16:16 GPT-4 is here, now what?
Opinion
Evans: DOJ e-books lawsuit effectively protected Amazon's monopoly
“The DOJ basically goes to court in order to protect the position of a monopolist. Now that was actually what happened. What they said they were, or thought they were doing, was protecting low consumer prices, which was also what was happening. But the low cons…”
Benedict Evans Dec 11, 2022 ▶ 37:54 No Soup for You! Regulating tech M&A
Opinion
Evans: Netflix is a TV company, while YouTube actually disrupts television
“Netflix is a TV company, not a tech company, because all the questions that it poses, the TV industry questions, and it hasn't actually changed what a TV show is. It's just bought more of them and made more of them. Mr. Beast clearly is not a TV show. It's som…”
Benedict Evans Nov 29, 2022 ▶ 16:26 All the other things happening in tech part 1.
Opinion
Sequoia Was an Unsophisticated Investor Duped by FTX
“FTX was selling Wall Street to non-Wall Street people. In this case, it's an, it's a funny, you could almost say it's an increase at Sequoia with the unsophisticated investors who got taken to the cleaners by some clown from hedge fund land.”
Benedict Evans Nov 18, 2022 ▶ 5:36 The FTX face-palm
Opinion
Bitcoin and Ethereum Currently Lack Real Utility
“At the moment we don't really have utility for them other than people building stuff that we hope we'll be able to do stuff with at some point in the future.”
Benedict Evans Nov 18, 2022 ▶ 18:42 The FTX face-palm
Prediction Not checkable as stated
Evans: Policy papers cannot control AI because models are open source
“And indeed the whole problem I had with the whole concept of AI safety and AI ethics was like, this stuff is all fundamentally open source. So aren't five companies that can do this. Anybody will be able to do this. So you're not going to be able to sit and wr…”
Benedict Evans Oct 19, 2022 ▶ 20:00 Wondering about generative AI
Opinion
Evans: Netflix using algorithms to commission shows is "all bullshit"
“So all this stuff I read about how Netflix is using algorithms and software and artificial intelligence to work out what shows to commission, it's all bullshit. You're not paying somebody twenty million dollars a year if you've got a machine that tells you wha…”
Benedict Evans Sep 5, 2022 ▶ 9:34 TV after software
Opinion
Evans: Requiring Google and Meta to pay news publishers for links is ludicrous
“Completely ludicrous idea that Google and Facebook should somehow pay newspaper companies to link to that.”
Benedict Evans Sep 5, 2022 ▶ 24:16 TV after software
Opinion
Evans: The idea that Big Tech buys up all startups is nonsense
“And they're actually a very small percentage of all the acquisition, all the startups in the field, or indeed all of the exits, because, you know, I think it was something like 60 or 70 of those 400 were more than fifty million dollars, which is the point that…”
Benedict Evans Aug 1, 2022 ▶ 4:22 The FTC's antitrust thesis
What-if
Evans: Nest and Within probably would have failed without Big Tech buyouts
“The practical effect would probably be that Nest would have gone out of business. Within would probably have gone out of business.”
Benedict Evans Aug 1, 2022 ▶ 11:37 The FTC's antitrust thesis
Assertion Partly supported
Evans: FTC Chair Lina Khan falsely claimed Amazon sold below cost
“Basically she claimed Amazon was losing money, which was This wasn't true. Or she claimed Amazon was selling below cost, which wasn't true.”
Benedict Evans Jul 25, 2022 ▶ 30:16 When the point of leverage changes
Assertion Supported
Evans: Vast majority of platform moderation decisions are universally agreed upon
“The vast majority of the decisions are not the lab leak theory from China or Hunter Biden's laptop. They're not things where people disagree. They are, you know, things where literally everybody who thinks content moderation is bad would look at that and go, o…”
Benedict Evans May 16, 2022 ▶ 24:59 Metaverse - how to be wrong in the right way
Insight
Evans: Decentralized social networks with multiple clients are an illusion
“And so this idea, which is also a web three idea, which is that you could sort of have a decentralized social network and have lots of different clients all plugging onto the same database is kind of an illusion because what's going into the database is what t…”
Benedict Evans Apr 18, 2022 ▶ 14:13 The future of Twitter
Opinion
Evans: Open source and Linux failed completely as consumer products
“So Linux failed completely. As a consumer product, open source failed completely at creating consumer products.”
Benedict Evans Mar 1, 2022 ▶ 15:14 Talking about crypto
Opinion
Evans: Tesla's energy business is worthless in software vs. cars debate
“The pair of that, of course, is Tesla, where, you know, half the questions are car industry questions, and half of them are software questions, and indeed, you know, the argument about Tesla is The Tesla stock is the bulls think it's a software company and the…”
Benedict Evans Nov 8, 2021 ▶ 6:09 How to think about tech
Opinion
Evans: Tesla is dangerous because it claims it drives itself when it cannot
“That intermediate, weird intermediate thing is the reason a lot of people think Tesla is dangerous, because Tesla tells you it can drive itself and it can't.”
Benedict Evans Sep 20, 2021 ▶ 37:40 Apple's metronome
Prediction Not checkable as stated
Evans: VR will only succeed as a niche gaming subset
“I'm afraid I am now deeply on the sort of, okay, I don't think VR is going to work except as, I mean, the school of thought that says I don't think VR is working except as a subset of games. Now clearly there's a bunch of people who think that's just because t…”
Benedict Evans Aug 26, 2021 ▶ 26:14 Games and Roblox
Opinion
Evans: Tesla Risks Becoming a Subscale Legacy Automaker Like Saab
“You know, there is basically the bull argument on Tesla is it's a software company and the bear argument on, on Tesla is it's a car company. If it's a car company. Then it's basically a subscale car company and it's going to end up like sub. Great cars, but su…”
Benedict Evans Aug 15, 2021 ▶ 39:37 Telcos and Tesla
Opinion
Evans: Silicon Valley's anti-advertising sentiment is 'really fucking childish'
“There's a kind of person in Silicon Valley that thinks that advertising is evil, and advertisers shouldn't want to know anything about us, and I never bought anything from advertising either, and I think this is really fucking childish.”
Benedict Evans Jun 14, 2021 ▶ 17:18 Paying attention to Apple again
Prediction Open · timeframe Jan 2041
Evans: China will match US per capita GDP within decades
“China is going to have the same GDP per capita as America, more or less, at some point in the next couple of decades.”
Benedict Evans Jan 17, 2021 ▶ 22:53 Two Europeans talk about China
Opinion
Evans: Reliance Digital will not become a global internet superpower
“There's this whole story about how Reliance Digital is going to be like the next global internet superpower, and I read this and think it's all horseshit, and this is, telcoes always say this, every five years there's another telco that says, we're going to be…”
Benedict Evans Jan 17, 2021 ▶ 31:05 Two Europeans talk about China
What-if
Evans: The Open Internet Could Not Have Been Built in Germany
“If you tried to build that in Germany... Never mind all the other reasons you wouldn't have been able to build it, but you would not have been able to build that in Germany.”
Benedict Evans Jan 10, 2021 ▶ 24:20 There's no such thing as data
Opinion
Benedict Evans: Search and social networks are natural monopolies like water utilities
“There are clearly structural reasons why it's very hard to create a new search engine or to create a new social network. There are very strong network effects, which I, the last, one of the last pieces I wrote, I described as basically a natural monopoly. And …”
Benedict Evans Dec 13, 2020 ▶ 16:09 The FTC and Facebook
Insight
Evans: WhatsApp proves harmful content is not caused by ads or algorithms
“WhatsApp doesn't have an ad model. WhatsApp has massive problems with harmful content. They have massive problems with rumors in India, for example, and people forming mobs and killing each other based on rumors on WhatsApp. They don't have advertising. They d…”
Benedict Evans Dec 13, 2020 ▶ 21:46 The FTC and Facebook
Opinion
Evans: 1990s antitrust intervention against Microsoft had no effect
“And actually none of the antitrust intervention had any effect, but that's again a separate conversation”
Benedict Evans Nov 2, 2020 ▶ 4:36 How do you destroy a tech monopoly?
Opinion
Evans: Giving enterprise employees Copilot or ChatGPT has not worked well
“Step one was give everybody co-pilot, and that didn't work too well, because it's kind of, or Claude or ChatGPT, because it's kind of like being in 1997 and giving everybody a web browser. Okay, this is the future, but it's not, that's not, what was the produc…”
Benedict Evans Aug 16, 2026 ▶ 2:02 AI deployment
Opinion
Evans: Microsoft Copilot is an umbrella brand of disconnected features like IBM Watson
“Copilot is rather like Watson. It's a brand name that represents an, that represents every single PM at Microsoft had to add an AI feature as part of their quarterly goals. And so every, every third button at Microsoft And every Microsoft product is purple and…”
Benedict Evans Aug 16, 2026 ▶ 23:15 AI deployment
Opinion
Evans: The idea that AI ends management consulting is unintentionally hilarious
“It's unintentionally hilarious that people think this is the end of consultants. It's kind of a point I've come back to several times. You know, nobody is going to work this out by themselves, and most people are going to pay somebody to do it for them.”
Benedict Evans Aug 16, 2026 ▶ 25:34 AI deployment
Insight
Evans: Bottom-up sales only reach 5% of the enterprise market
“There was this whole story, kind of, 1015 years ago in the Valley, that like, Enterprise software will become grassroots. It'll be bottom up enterprise, bottom up sales. You won't have to go through the sales process. You won't go to CIO. You won't have to wai…”
Benedict Evans Jul 24, 2026 ▶ 9:24 Most people and companies aren't tool-builders
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