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 444 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 24 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
Fadell predicts AI hardware still requires visual displays; screenless devices will fail
“When we can trust the models and when they have memory and when they do this stuff, then we're still going to need a display. Cause sorry, people, unless we're plugging it into our brain, like a BCI brain computer, or there's some laser thing going into our re…”
Evans: Enterprise AI software replacement will take three to ten years
“So I know people aren't going to tear out SAP and replace it with X, Y, Z. Maybe in five, in like three, five, 10 years, yes, that whole estate will look radically different. And all those jobs will have changed, but it will take, you know, two, three, four, f…”
Evans: AI will transform the world even if models stop improving today
“Even if like the model stopped, you're getting better tomorrow. If this is it, and we hit a brick wall tomorrow, this is an incredibly useful technology that's going to change the world and get rolled out over the next 10 years.”
Shipper: Humans will have more work in a year despite better AI
“My experience and my feeling is that we will look back in a year and say, We actually have a lot more work to do. Humans have a lot more work to do. Even as models get better at doing work.”
Shipper: Near-term enterprise AI will center around company super agents
“I really think that the model for now is going to be a super agent, like one agent for the entire company.”
Shipper: All knowledge work will occur within desktop AI agent surfaces
“Whoever's in the lead, it feels very obvious to me that all of the work that you do is going to be in one of those surfaces”
Dan Shipper: Agents will drive a massive spike in SaaS demand
“And I think that what agents do is increase the number of users of SaaS. Not get rid of it. And so I think SaaS companies are going to see like an insane spike in the amount of demand that they have, because there's going to be tons of agents using these produ…”
Shipper: AI coding models will reach senior engineer level within a year
“It's like very, it's very clear that in a year or less, it's going to be senior engineer level, right?”
Kalinowski: Digital AI will saturate and shift the frontier to hardware robotics
“What you can do behind a keyboard with AI is going to saturate. Now, I don't know when it's going to saturate. Nobody else knows either. But when that happens, the next frontier is the physical world.”
Kalinowski: Hardware memory prices will likely double due to supply shocks
“I think prices are gonna double, probably. I don't know on what timeline. If I knew what timeline the prices were gonna double on, I'd be trading, which I'm not very good at. Like, I'd really be, I'd do, be doing a different job if I could predict these things…”
Kalinowski: Humanoids will only handle long-tail tasks while specialized robots dominate
“My suspicion is we'll have humanoids for some long tail things that we need to do that humans are currently doing. That will be important, but we'll also have robots that are for construction, robots that are for electrical work, robots that are for Very low v…”
Kalinowski: World will not have 20 million robots within five years
“I'm not somebody who thinks that in five years, you're gonna have a you know, twenty million robots. I don't think that it's gonna be that fast. I think we have a lot of really deep work on supply chain.”
Kalinowski: Warfare will outpace consumer electronics innovation over the next two years
“I think there's probably more change in war than there is in consumer electronics in the next two years, for example.”
Schoening: Software will shift back toward 1990s-style general tools as a service
“I suspect that software will go more back into the nineties of general tools, word processor, spreadsheet, FileMaker Pro that kind of thing, but those will still be as a service. And then you'll still have specialized tools around security and so on”
Schoening: AI for Knowledge Work Will Reach 'Good Enough' Intelligence
“I think for a lot of knowledge work tasks, probably sometime we'll get to good enough. And once you get to good enough, then you can optimize other things. Like they run locally, they're cheaper, they're faster.”
Spiegel: Smart glasses will enable the next generational consumer companies
“And so I think as we look forward to, you know, sort of these next generation form factors and Things like glasses. There's gonna be a whole new set of opportunities and a whole new surface for people to build generational consumer companies.”
Spiegel: Society will push back heavily against upcoming AI changes
“And I think we're going to enter a period of time where there's going to be a huge amount of societal pushback on a lot of the changes that are coming with AI.”
Singhal: Product leaders will be paid for judgment while automating everything else
“Product leaders will increasingly get paid and be asked to drive judgment and then be the tip of the sphere on trying to essentially obsolete everything else through software, through AI, through agents.”
Singhal: Tech companies will obsolete mechanical product building within two years
“Within two years, I think most of these companies will obsolete all the mechanical parts of building product.”
Singhal predicts massive tech layoffs and AI-first rehiring in 12-24 months
“I predict in the next 12 to 24 months, we're going to see massive shedding of staffs and then massive rehiring. But the re you might see a company shed 30,000 and hire 8000, but the 8000 people they're going to hire are going to all be AI first.”
Singhal: Most listeners will change jobs within five years
“My prediction is the vast majority of people that are listening to this will be in a different job in the next five years, because they will either choose to move to something. Because they will, that company will struggle to stay modern. Just like we're descr…”
Singhal: Product leaders will disperse into non-tech industries to lead transformation
“So I'm like really bullish that product leaders are going to be like, you know, like those like dandelion, whatever you call it seeds when you blow it and they just go everywhere.”
Avasare predicts Anthropic will deliver 1,000x more product value by 2028
“The product value that we will deliver in two years time is probably like a thousand X, a hundred to a thousand X what it is today.”
Willison: Large-scale agentic engineering will always require deep developer expertise
“The art of having them help you build software, you could deploy to a million people. That's not, that's never going to be easy. That's never going to be trivial. That's always going to require a great deal of depth of experience in what software and how softw…”
Willison: AI-written code will become common for engineers by end of 2026
“I expect by the end of this year, it will not be uncommon to have an engineer say that almost all of that code is written by AI.”
Willison: AI will eventually suffer a catastrophic Challenger-style security disaster
“So my prediction is that we're going to see a challenging disaster. Like at some point, this is going to catch up with us and it's going to be Very, very, very bad, and that will hopefully help us start trying to figure out how not to do this. At the same time…”
Vo: AI agents will become the top users of websites within years
“I think we skip ahead a couple of years and the number one user of websites are going to be people's agents.”
Rachitsky: AI will soon write 100 percent of all software code
“And now it's a hundred percent of code will be soon written by AI.”
Younis: Unassisted driving will be viewed like child labor in 30 years
“And I do believe in 20 or 30 years, not that much longer, we'll look back and we'll kind of be like, it's kind of like we think about child labor, you know, in a post-industrial revolution, that was a normal thing. You would send kids who are in middle school …”
Younis: Earliest robotics will upgrade existing hardware like cars and mining vehicles
“I think like the most obvious use cases that will come early are going to be use cases where you get the most amount of bang for buck. And the bang for buck is a car that drives itself or a mining robot, which is a mining vehicle, which is now intelligent. And…”
Younis: Autonomy will be standard and near-free within seven years
“It will not be a long time. You're already seeing this happen in China where the downward pricing pressure for that autonomous product for the lack of better word will become close to free. So now you fast forward five to seven years and every car Has some lev…”
Younis: AI's biggest impact will be farming, mining, and trucks
“Yes, I think the real impact of AI in the next. Five to 10 years really is going to be in farming, in mining, in construction, in self-driving trucks. That's where you're going to have a real impact.”
Younis: Physical AI will fill labor gaps, not eliminate industries overnight
“The, that is where I think this, you know, this kind of intelligence kind of revolution in the real world is really, I think is going to fill those gaps in rather than like an entire industry suddenly gone and it's just automated.”
Patel: Cisco will have its first 100% AI-written product in two weeks
“I mean, we just had our first product that we think we will be in the next two weeks, 100% written with AI.”
Patel: AI will generate original insights absent from human knowledge
“We will have original insights generated that don't exist in the human corpus of knowledge. And we will have the physical world get augmented to language where capacity is augmented to humans.”
Cherny: AI automation will soon expand to product management and design
“I think it's going to be a lot of the roles that are adjacent to engineering. So yeah, it could be like product managers. It could be design, could be data science. It is going to expand to pretty much any kind of work that you can do on a computer because the…”
Cherny: Everyone will program within a few years, causing a disruptive transition
“And so I imagine a world, you know, a few years in the future where everyone is able to program. And what does that unlock? Anyone can just build software anytime. And I have no idea. It's just the same way that, you know, in the 1400, no one could have predic…”
Cherny: The 'software engineer' title will start disappearing by year-end
“I do think that there is a future where I think by the end of the year, what we're going to start to see is these start to get even murkier, murkier, where I think in some places the title software engineer is going to start to go away. And it's just gonna be …”
Halligan: Enterprise sales will be among the last white-collar jobs AI replaces
“But I think ye olde enterprise sales, where there's actual trust built up between two carbon based life forms, I think will be very, very, very late to go in the white collar world.”
Every knowledge worker and website will have an AI avatar by 2031
“I think every knowledge worker will have one of these in three, four or five years, but mine was more on the go to market side where I think every website will change and there'll be a, an all knowing avatar on that homepage.”
Halligan: Private valuations will retrench and drive widespread tech layoffs
“I think within the next couple years,
There'll be a real retrenchment in valuations in some will live up to valuations a lot.
And like, if I look at the public markets, they're very tight right now.
It's like the anti bubble.
I look at private valuations.
It's…”
Wu: AI will enable engineering managers to manage far more than 6-8 engineers
“My sense is I think managers will be able to manage much larger teams in this world. Kind of like how, you know, like software engineers are managing 20 to 30 codexes. My sense of these tools will allow managers, people manage to be higher leverage and will al…”
Wu: A one-person billion-dollar startup will likely exist eventually
“It's like, yeah, if, you know, if people are so high leverage, at some point there will likely be a one person billion dollar startup.”
Wu: Rise of AI micro-companies could shrink venture-scale return opportunities
“You know, it might, we might end up in in a world where there's just, like, a handful of big players that are offering platforms and supporting all of these startups, but, you know, the types of venture-scale return startups that can really hundred or thousand…”
AI agents will automate PRD and context management within three months
“Call me to talk three months from now. An agent will do this for me. I'll be out of job pretty much.”
Designers will be the next big winners of AI tools
“If I was a betting man, as they say, I'd bet that the next class that wins are designers, because
We're training these tools to be more clear, to be better, to make better technical decisions. I don't think we will train them just yet to be, make better emoti…”
Hand-writing code will become an artisan novelty like calligraphy
“I use the analogy here of like coding is going to be like calligraphy. You writing code is going to be the equivalent of like you write, you fine printing like on, on a canvas and people are like, oh my God, you wrote that code. That's so amazing. It's going t…”