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.

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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

Prediction Not checkable as stated
McCabe: Intercom Will Outgrow Every Public Software Company Next Year
“I think we're going to find ourselves being the fastest growing out of all relative to all public software companies.”
Eoghan McCabe Aug 21, 2025 ▶ 1:13:43 How Intercom rose from the ashes by betting everything on AI | Eoghan McCabe (founder and CEO)
Prediction Not checkable as stated
Mann: 50% chance of reaching superintelligence in a small handful of years
“I think, like, 50th percentile chance of hitting some kind of super intelligence in just a small handful of years is probably reasonable, and it does sound crazy, but this is the exponential that we're on.”
Ben Mann Jul 20, 2025 ▶ 46:12 Anthropic co-founder: AGI predictions, leaving OpenAI, what keeps him up at night | Ben Mann
Prediction Not checkable as stated
A sudden, fast-takeoff scenario for AI will not happen
“Like the line of reasoning for that case is always everything up until now, then something happens that no one can quite articulate and then fast take off. So I don't believe that that's going to happen.”
Anish Acharya Sep 6, 2026 ▶ 6:05 Why companies are becoming a series of loops | Anish Acharya (a16z)
Prediction Not checkable as stated
Evans: AI Model Providers Will Lack Pricing Power and Become Commodities
“And so it does sort of seem to me that like, if the chatbot isn't the UX and it needs to be apps and the model companies aren't going to build that. And the models themselves are basically commodities, as, at least as you can see them as users, then why would …”
Benedict Evans May 31, 2026 ▶ 35:48 The most rational take on AI you’ll hear this year
Prediction Not checkable as stated
Shipper: SaaS stocks will rise majorly, defying fears of a SaaS apocalypse
“I think the SAS apocalypse is dumb and SAS stocks will be up majorly in the next couple of years.”
Dan Shipper May 24, 2026 ▶ 37:12 AI predictions: Job markets, Codex beats Claude, and the death of org charts | Dan Shipper
Prediction Not checkable as stated
Shipper: Mass unemployment predicted by AI CEOs is not going to happen
“I think that, like, some AI CEOs are talking about, like, I think that's not gonna happen.”
Dan Shipper May 24, 2026 ▶ 1:13:32 AI predictions: Job markets, Codex beats Claude, and the death of org charts | Dan Shipper
Prediction Not checkable as stated
Singhal: Half of PMs are 'information movers' who will become obsolete
“Now what we're essentially saying is the information mover is essentially going to become a dinosaur. And I think about half of the product people that were kind of, that grew into the industry, you know, have that skill and superpower.”
Nikhyl Singhal Apr 19, 2026 ▶ 25:27 Why half of product managers are in trouble | Nikhyl Singhal (Meta, Google)
Prediction Not checkable as stated
Singhal: Tech diversity and geographic breadth will regress significantly during AI wave
“Sadly, I think that geography and actually diversity is going to take a step back. I think that we were very good about driving more breath. As we grew the industry, we started looking at people who were from different backgrounds to populate it, including dif…”
Nikhyl Singhal Apr 19, 2026 ▶ 35:45 Why half of product managers are in trouble | Nikhyl Singhal (Meta, Google)
Prediction Not checkable as stated
Cherny predicts coding will be increasingly solved across all stacks within months
“And over the next few months, I think what we're going to see is just across the industry, it's going to become increasingly solved, you know, for every kind of code base, every tech stack that people work on.”
Boris Cherny Feb 19, 2026 ▶ 19:06 Head of Claude Code: What happens after coding is solved | Boris Cherny
Prediction Not checkable as stated
Cherny: Understanding underlying code layers won't matter in one to two years
“My take is, I think for people that are using that are using quad code, that are using agents to code today, you still have to understand the layer under. But yeah, in a year or two, it's not gonna matter.”
Boris Cherny Feb 19, 2026 ▶ 32:27 Head of Claude Code: What happens after coding is solved | Boris Cherny
Prediction Not checkable as stated
AI will reward better judgment over raw code output
“People like me, people watching that are like, should I start learning how to code? If you haven't done it yet, I, I'd honestly say no. Like, you're optimizing for the wrong skill set. We won't be rewarded in the world of AI for faster raw output. We will be r…”
Lazar Yovanovich Feb 8, 2026 ▶ 20:11 The rise of the professional vibe coder (a new AI-era job)
Prediction Not checkable as stated
Andreessen: Global depopulation makes AI necessary to replace missing human workers
“We actually need AI to work because we're going to need, you know, we're going to need machines to do all the jobs that we're not going to have people to do. Because we're literally going to depopulate, we're going to depopulate the planet over the next hundre…”
Marc Andreessen Jan 29, 2026 ▶ 10:59 Marc Andreessen: The real AI boom hasn’t even started yet
Prediction Not checkable as stated
Andreessen: AI will create widespread hiring booms that swamp job substitution
“Even if AI, like, triples the pace of economic change in the economy, it's going to just translate to, like, a much higher rate of economic growth is going to transfer, translate to a much higher rate of job growth. And, you know, there, there'll be some level…”
Marc Andreessen Jan 29, 2026 ▶ 23:38 Marc Andreessen: The real AI boom hasn’t even started yet
Prediction Not checkable as stated
Arnovitz predicts job titles will collapse as AI makes everyone a builder
“I think titles are going to collapse and responsibilities are going to collapse and everyone's just going to be building.”
Zevi Arnovitz Jan 18, 2026 ▶ 52:46 How a Meta PM ships products without ever writing code | Zevi Arnovitz
Prediction Not checkable as stated
Lessin: Seed VCs backing AI companies will lose an 'impossibly large amount'
“I think that the venture capital, the seed venture capitalists who invest in companies that are branded as AI companies are going to lose an impossibly large amount of money in the coming years.”
Sam Lessin Jan 15, 2026 ▶ 1:11:26 How to show up in any room with a low heart rate: Silicon Valley’s missing etiquette playbook
Prediction Not checkable as stated
Lemkin: Net demand for sales and GTM professionals will hit record highs
“Net net, we're gonna need more sales and go to market professionals than ever. Because the winners are growing so quickly that even if they're more efficient, they will need more human beings than ever.”
Jason Lemkin Jan 1, 2026 ▶ 1:16:29 We replaced our sales team with 20 AI agents—here’s what happened next | Jason Lemkin (SaaStr)
Prediction Not checkable as stated
Lemkin: Interconnected AI hive minds will put human GTM roles at risk
“When AI really is the hive mind, when it can share all of the data across all of your agents and knows everything that happens, then Humans are at risk in GTM. They're going to be so much better when they're the hive mind”
Jason Lemkin Jan 1, 2026 ▶ 1:32:20 We replaced our sales team with 20 AI agents—here’s what happened next | Jason Lemkin (SaaStr)
Prediction Not checkable as stated
Schulhoff: AI security sector faces market correction within six to twelve months
“When it comes to AI security, the AI security industry in particular, I think we're going to see a market correction in the next Year, maybe in the next six months where companies realize that these guardrails don't work.”
Sander Schulhoff Dec 21, 2025 ▶ 1:22:21 Why securing AI is harder than anyone expected and guardrails are failing | HackAPrompt CEO
Prediction Open · timeframe Dec 2028
Chen: AI Efficiency Will Enable $100 Billion Revenue-Per-Employee Ratios
“And I think we're going to see companies with even crazier ratios, like a hundred billion per employee in the next few years. AI is just going to get better and better and make things more efficient. So that ratio just becomes inevitable.”
Edwin Chen Dec 7, 2025 ▶ 5:44 The $1B Al company training ChatGPT, Claude & Gemini on the path to responsible AGI | Edwin Chen
Prediction Not checkable as stated
Cohen: Tech companies will need fewer specialized roles than before
“I think there are system builders that empower full stack builders and then you have people who are specialized, but I don't think we need as many specialized people as we did in the past.”
Tomer Cohen Dec 4, 2025 ▶ 49:36 Why AI is disrupting traditional product management | Tomer Cohen (LinkedIn CPO)
Prediction Not checkable as stated
Prasanna: AI will make teams rewrite entire apps instead of refactoring
“And I think that you're gonna see instead of us, for example, refactoring a, an app to have a different UI or to evolve into its new version, we're just gonna rewrite that app from scratch.”
Dhanji R. Prasanna Oct 26, 2025 ▶ 35:01 How Block is becoming the most AI-native enterprise in the world | Dhanji R. Prasanna
Prediction Not checkable as stated
Horowitz predicts Adam Neumann's Flow will be a16z's best investment
“And I think it's going to end up being one of the best investments we ever made.”
Ben Horowitz Sep 11, 2025 ▶ 51:52 $46B of hard truths: Why founders fail and why you need to run toward fear | Ben Horowitz (a16z)
Prediction Not checkable as stated
Oji Udezue: AI capabilities will eventually surpass thermonuclear weapons in power
“We think of AI and its core capabilities as ordinance level, meaning like at some point we'll think of this as more powerful than the fusion bomb.”
Oji Udezue Sep 7, 2025 ▶ 45:52 How AI is reshaping the product role | Oji and Ezinne Udezue
Prediction Not checkable as stated
Mann: It will probably be too late to align models post-superintelligence
“Like once we get to super intelligence, it will be too late to align the models. Probably.”
Ben Mann Jul 20, 2025 ▶ 42:49 Anthropic co-founder: AGI predictions, leaving OpenAI, what keeps him up at night | Ben Mann
Prediction Not checkable as stated
Shipper: AI will not cause mass unemployment across the workforce
“I hate the headlines that are like, it's going to replace jobs. Or like, it's going to unemployed like two thirds of the workforce. Like, I don't think that's true.”
Dan Shipper Jul 17, 2025 ▶ 18:49 The AI-native startup: 5 products, 7-figure revenue, 100% AI-written code. | Dan Shipper (Every)
Prediction Not checkable as stated
Scott Wu: Devin will author over 50% of Cognition's code by year-end
“I think by the end of this year, we expect it to be more than half.”
Scott Wu May 4, 2025 ▶ 23:32 Inside Devin: The AI engineer that's set to write 50% of its company’s code this year | Scott Wu
Prediction Open · timeframe May 2028
Wu: There will be far more software engineers in a few years
“And so if anything, I think there's going to be, I think there's going to be way more product, way more programmers and way more engineers, you know, a few years from now than there are today.”
Scott Wu May 4, 2025 ▶ 28:46 Inside Devin: The AI engineer that's set to write 50% of its company’s code this year | Scott Wu
Prediction Open · timeframe May 2030
Truell: Long-term demand for software engineers will increase despite AI
“I think long into the future, yes, there will actually be more demand for engineers.”
Michael Truell May 1, 2025 ▶ 1:08:48 The rise of Cursor: The $300M ARR AI tool that engineers can’t stop using | Michael Truell
Prediction Not checkable as stated
Mohan: Niche vertical SaaS products will get competed down significantly
“These very, very verticalized niche products. I think are going to get, they're going to get competed down a ton.”
Varun Mohan Apr 20, 2025 ▶ 50:57 Building a magical AI code editor used by over 1m developers in 4 months: Inside Windsurf
Prediction Not checkable as stated
Clowes: AI will entrench dominant enterprise SaaS incumbents over startups
“The most likely outcome is that the currently dominant companies are going to get more dominant. But I don't think this idea that it would just cause a spring up of a whole bunch of new, new apps that will more easily challenge the incumbents makes any particu…”
Shaun Clowes Dec 29, 2024 ▶ 31:04 Why great AI products are all about the data | Shaun Clowes (CPO at Confluent)
Prediction Not checkable as stated
Godin: Traditional truck buyers will not adopt the Tesla Cybertruck
“So now, if you bring people in that category who are inherently skeptical of change, and inherently skeptical of design trickery, something that is nothing but change and design trickery, No, they're not going to adopt it. You could have sold an enormous numbe…”
Seth Godin Dec 8, 2024 ▶ 42:33 Seth Godin's best tactics for building remarkable products, strategies, brands and more
Prediction Open · timeframe Nov 2029
Masad: By 2029, a zero-employee company will hit a billion-dollar valuation
“But I could imagine like whatever, five years from now someone running, you know, a billion dollar company with zero employees, where it's like the support is handled by AI. The development is handled by AI.”
Amjad Masad Nov 21, 2024 ▶ 53:58 Behind the product: Replit | Amjad Masad (co-founder and CEO)
Prediction Not checkable as stated
Claire Vo: Traditional product management is dead or will be soon
“Product management is dead. It, or it will be soon, and so I'm here to talk about what we're all going to do Instead.”
Claire Vo Oct 31, 2024 ▶ 0:31 Product Management Is Dead, So What Are We Doing Instead? | Lenny & Friends Summit 2024
Prediction Not checkable as stated
Vo: AI Will Collapse the Product Talent Stack into Unified Roles
“And this is one of my strongly held beliefs about the art of product management, which I've made a career out of, is I think AI will collapse The talent stack. So what I mean is these jobs that have been separate will start to become one”
Claire Vo Oct 31, 2024 ▶ 11:31 Product Management Is Dead, So What Are We Doing Instead? | Lenny & Friends Summit 2024
Prediction Not checkable as stated
Vo: AI-Powered 'Triple Threat' Leads Will Replace Traditional Product Triads
“I think you're going to see what I would call an AI-powered triple threat. Basically, one person that can do engineering design product as a lead of a team which includes AI tools, agents, and platforms as part of that team. And I think this is what we're goin…”
Claire Vo Oct 31, 2024 ▶ 14:26 Product Management Is Dead, So What Are We Doing Instead? | Lenny & Friends Summit 2024
Prediction Not checkable as stated
Schwartz: AI Startups Cannot Unseat Google Purely on Search Product Quality
“I don't think there's a chance, and this is the biggest takeaway, I don't think there's a chance that ChatGPT or Perplexity or Claude or any of these other LLM startups, because they're startups now, even, even OpenAI as a startup with Bing's part, with Micros…”
Eli Schwartz Sep 19, 2024 ▶ 1:19:02 Rethinking SEO in the age of AI | Eli Schwartz (SEO advisor, author)
Prediction Not checkable as stated
Bier predicts most new apps won't have social graphs, entrenching incumbents
“Most likely I think most apps will not have social graphs going forward and this will entrench incumbents even more.”
Nikita Bier Aug 25, 2024 ▶ 1:26:23 How to consistently go viral: Nikita Bier’s playbook for winning at consumer apps
Prediction Not checkable as stated
Shah: Pursuing wealth equality is bad because wealth naturally concentrates
“I have a strong view that we will never, never have equality of wealth. In fact, chasing that is actually a bad idea, but if you let people do well and chase wealth, they'll have enough wealth for everybody else and we could take a lot of people out. And I thi…”
Kunal Shah Mar 24, 2024 ▶ 1:03:49 Kunal Shah on winning in India, second-order thinking, the philosophy of startups, and more
Prediction Not checkable as stated
Evans: Remote work will triumph over in-person offices in the long term
“I have so much more faith in the opportunity to improve the remote experience. And so I think long-term it's going to triumph.”
Ethan Evans Jan 14, 2024 ▶ 1:10:32 Taking control of your career | Ethan Evans (Amazon)
Prediction Not checkable as stated
Lochhead: Zuckerberg will blow over $1B on Threads, and it will fail
“Zuckerberg is going to blow in excess of a billion dollars on threads, and it will fail. It already has failed, because you can't take an existing problem with an existing solution, launch exactly the same shit, tell the world it's better, and have the world e…”
Christopher Lochhead Sep 17, 2023 ▶ 34:25 How to become a category pirate | Christopher Lochhead (Author of Play Bigger, Niche Down, more)
Prediction Not checkable as stated
Lochhead: VCs will waste $500B on copycat AI startups over five years
“Venture capitalists in the next five years will blow at least half a trillion dollars in the AI space alone on me too. Demand chasing category, existing category competing startups that have a 10 X better product. No one cares.”
Christopher Lochhead Sep 17, 2023 ▶ 37:37 How to become a category pirate | Christopher Lochhead (Author of Play Bigger, Niche Down, more)
Prediction Not checkable as stated
Salva: GitHub Copilot Will Never Replace Developers
“Copilot is not a replacement for a developer. It will never be.”
Ryan J. Salva Sep 4, 2022 ▶ 52:01 The role of AI in new product development | Ryan J. Salva (VP of Product at GitHub)
Prediction Not checkable as stated
Enterprises will split work between cheap open-weight and expensive frontier models
“I think what we're going to see is a split between job functions that demand kind of mid IQ intelligence, and those will often be open weight, sort of biased with reinforcement learning, you know, things that make the models even cheaper, more performant for a…”
Anish Acharya Sep 6, 2026 ▶ 23:21 Why companies are becoming a series of loops | Anish Acharya (a16z)
Prediction Held up
The music industry will be bigger than ever thanks to generative AI
“And now that people are making music again, I think the music industry is going to be bigger than it's ever been.”
Anish Acharya Sep 6, 2026 ▶ 1:18:13 Why companies are becoming a series of loops | Anish Acharya (a16z)
Prediction Not checkable as stated
Mosseri: Tech will shift to smaller teams with fewer large-org managers
“I think we'll have more smaller teams and there'll be less people who manage thousands of people. And so That's not that that job will go away, but that will be less of what I'm looking for in hires because I'm gonna have less roles like that.”
Adam Mosseri Jul 9, 2026 ▶ 16:34 The rise of taste, human authenticity and judgment in an AI world | Adam Mosseri (Head of IG)
Prediction Not checkable as stated
Mosseri: Engineer token burn could match salary within two years
“I think that you can imagine at least in a year or two. Coming that the burn rate of a strong engineer might be the same as their salary or their cost of employment.”
Adam Mosseri Jul 9, 2026 ▶ 22:32 The rise of taste, human authenticity and judgment in an AI world | Adam Mosseri (Head of IG)
Prediction Not checkable as stated
Mosseri: Rise of AI content will be a tailwind for Instagram
“In a world where there's an abundance of synthetic content, I actually think people are going to seek out creativity and authenticity and people more, not less. And I think that that will help us. That doesn't mean that we won't have AI content on our platform…”
Adam Mosseri Jul 9, 2026 ▶ 42:39 The rise of taste, human authenticity and judgment in an AI world | Adam Mosseri (Head of IG)
Prediction Not checkable as stated
Pincus: Today's AI token volume will be basically free in two years
“If we think that the amount of tokens that we're buying today, you know, that will basically be free in a year or two, that, that, that, that token, you know, supply is going to go up so much.”
Mark Pincus Jun 14, 2026 ▶ 1:07:02 The hidden pattern behind successful products | Mark Pincus (FarmVille, Words with Friends, & more)
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