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 1,032 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

Prediction Not checkable as stated
Bloom: Terra Luna faces a real risk of a downward market spiral
“There's this swap mechanism where, If suddenly that yield starts to drop or if they're not able to maintain it, if people start selling rather than buying Luna, and if you have a bunch of people swapping It does create this market spiral, right? Like there is …”
Sahil Bloom Apr 7, 2022 ▶ 15:17 Common Traits of Legends with Ndamukong Suh
Prediction Not checkable as stated
Isenberg: Top Marketing Engineers Will Make Millions of Dollars Annually
“Why in the original I said I think that there's going to be people make A million dollars doing this. And I actually think that's conservative. I think there will be versions of that, of the best marketing engineers making millions of dollars a year is because…”
Greg Isenberg Aug 31, 2026 ▶ 26:16 Marketing Engineer: The $1M Job with AI Agents
Prediction Not checkable as stated
Carson: AI agents will write, review, and ship 100% of code
“You will be using a software factory. Like, and what I mean is, the agents are going to be writing a hundred percent of your code, reviewing a hundred percent of your code, shipping a hundred percent of your code. Like, that's where we're going.”
Ryan Carson Jul 24, 2026 ▶ 41:18 Most Valuable Skill of 2026: Managing AI Agents
Prediction Not checkable as stated
Wilkinson: Basic businesses will be fully run by AI in 3-6 months
“And I think that we're probably three to six months out from being able to just can businesses off to AI to run at least basic businesses like this.”
Andrew Wilkinson May 4, 2026 ▶ 12:28 AI Agents run my business and life (Andrew Wilkinson)
Prediction Not checkable as stated
Gaskill: People will stop using SaaS apps directly in favor of AI operating systems
“I think that everyone's gonna have, like, an AI operating system they work in, and everyone will just have personal agents and agents to manage each department of their company, and people won't actually use these apps anymore.”
Remy Gaskill Mar 17, 2026 ▶ 35:22 Building AI Agents that actually work (Full Course)
Prediction Not checkable as stated
Isenberg: AI Apps Owning Workflows and Network Effects Will Be Highly Valuable
“I think that you're discounting the opportunity that there is to actually create these, as you call it, flash in the pan apps to actually get data, to actually own the workflow, to actually create network effects. And I think that that those companies Provided…”
Greg Isenberg Nov 13, 2025 ▶ 10:29 Startup idea someone should steal
Prediction Not checkable as stated
Isenberg: Top AI wrappers will survive OpenAI updates within 18 months
“There's, of course, going to be a bunch of startups that get hit by OpenAI and the foundational models in 12 to 18 months, but I think that, you know, the great AI wrappers are going to build valuable companies.”
Greg Isenberg Nov 13, 2025 ▶ 11:48 Startup idea someone should steal
Assertion Not checkable as stated
Isenberg: Current LLMs will beat human beings on 95% of tasks
“Maybe this is obvious, but artificial intelligence is smarter than human beings. We're at a stage where human beings versus the current LLNs are gonna lose on 95% of tasks.”
Greg Isenberg Sep 24, 2025 ▶ 7:42 Inside the $50 Trillion AI Gold Rush | Episode 1
Prediction Not checkable as stated
Huber: AI will enrich business owners, not AI companies
“AI will definitely over time make the business owners more money, not necessarily the AI companies.”
Nick Huber Apr 16, 2025 ▶ 28:59 The $1,000/Day boring business anyone can start tomorrow
Prediction Not checkable as stated
Wilkinson: ChatGPT will eliminate software middlemen by building tools on demand
“For all tools basically all middlemen businesses are gone. And I believe fundamentally that we are all going to go to the search bar and the new search bar is ChatGPT and you're going to query it and ChatGPT will just build whatever you need or it'll hook into…”
Andrew Wilkinson Mar 24, 2025 ▶ 6:12 If I wanted to build $1M+ AI startup in 2025, I'd do this
Prediction Not checkable as stated
Cole: Writers who do not learn AI orchestration will lose jobs
“Either you get on board with that and you become an orchestrator and editor in chief, or you don't have a job anymore.”
Nicolas Cole Jan 20, 2025 ▶ 26:59 I Discovered The Perfect AI Writing System (Life-Changing)
Prediction Not checkable as stated
Postma predicts a one-person autonomous AI marketing agency could reach $1B revenue
“You could go into this and just basically build a marketing agency that scales to probably a billion dollar in revenue without having a single human sitting there. Just probably just one guy, which is managing all the terminal commands and checking if everythi…”
Danny Postma Aug 5, 2024 ▶ 36:47 5 $1M+ AI startup ideas from an indie hacker legend
Prediction Not checkable as stated
Greathouse Fall: AI will not replace advertising copywriters due to editing needs
“This thing is not going to, you know, replace your advertising copywriter. It's not going to place your content writer. It's not going to place. Any of these things that people are so worried about because of the need for human kind of nudging and course corre…”
Jackson Greathouse Fall Mar 23, 2023 ▶ 13:28 From Zero to 100,000: How Jackson Greathouse Mastered Twitter Growth
Prediction Not checkable as stated
Spartz: Meaningful Chance Advanced AI Escapes Control and Kills Everyone
“There's a Meaningful chance that we are going to make AI so powerful that we will lose control of it. And if we lose control of it, there's all kinds of bad things that can happen, including us all dying.”
Emerson Spartz Feb 16, 2023 ▶ 15:49 Unlock Your Super-Learning Potential: Learn from Emerson Spartz, Founder of Dose and MuggleNet
Prediction Not checkable as stated
Spartz: In five years, 99.9999% of content will be AI-generated
“Five years from now, 99.9999% of all content will be created by AIs.”
Emerson Spartz Feb 16, 2023 ▶ 17:54 Unlock Your Super-Learning Potential: Learn from Emerson Spartz, Founder of Dose and MuggleNet
Prediction Not checkable as stated
Postma: Social Media Will Die in Five Years Due to AI
“I'm pretty sure. Like I think social media, how we know it is going to be dead in five years because everything is going to be fake. So either people are going to love it or no one's going to use it because it's going to be a black forest effect.”
Danny Postma Feb 9, 2023 ▶ 4:17 From Zero to Millions: Danny Postma Reveals AI App Strategies for Success
Prediction Not checkable as stated
Postma: On-the-Fly Personalized AI Content Will Replace Human Creators
“Well, but don't you think that in five years, hypothetically, Like, why do you need content creators if TikTok, TikTok already knows so well what you like, what is your interest? Like, why would you need content creators if the AI models are so fast and GPUs a…”
Danny Postma Feb 9, 2023 ▶ 7:45 From Zero to Millions: Danny Postma Reveals AI App Strategies for Success
Prediction Not checkable as stated
Postma: Blog Content Marketing Is Dead; Interactive Tools Now Win SEO
“I think if you're making blog posts now to rank to the number top of Google, like content marketing, you're done. You're fucked. But if you make tools and products and something like this, and that's how you rank on Google, I think you have future success.”
Danny Postma Feb 9, 2023 ▶ 38:22 From Zero to Millions: Danny Postma Reveals AI App Strategies for Success
Prediction Not checkable as stated
Pal: The entire financial system and securities industry will pivot to blockchain
“The entire financial system is going to pile capital into this space over time. Because of the supermassive black hole that it is when you've got all these network effects going on. And the fact that financial industry itself is going to pivot to blockchain te…”
Raoul Pal Aug 18, 2022 ▶ 53:43 Investor Psychology & Trading on the Future With Raoul Pal
Prediction Not checkable as stated
Calacanis: Bitcoin will eventually be replaced by superior technology
“Bitcoin is a great technology. It's been proven pretty robustly over a decade, but it will be replaced by a better technology. All technologies replaced eventually by a better technology”
Jason Calacanis Jul 28, 2022 ▶ 28:36 How To Pick Startup Winners With Jason Calacanis
Prediction Not checkable as stated
Bloom: Over 10 Years, I Back Do Kwon and Terra Luna
“I actually don't know where I would land on the bet for one year from now, but 10 years from now, I like I like the Duquan side of it.”
Sahil Bloom Apr 7, 2022 ▶ 23:33 Common Traits of Legends with Ndamukong Suh
Prediction Not checkable as stated
Friedberg: Terrestrial nucleosynthesis could become an industrial process within 150 years
“When you combine the unleashed energy potential of plasma fusion systems with the theoretical laboratory scale potential of nuclear synthesis that we see in labs today, And you fast forward a 150 years. I think it's theoretically feasible on a first principles…”
Dave Friedberg Mar 3, 2022 ▶ 53:44 Anything Is Possible with Dave Friedberg | Where It Happens
Prediction Not checkable as stated
Demirors: Bitcoin's proof of work acts as a global money battery
“Proof of work in and of itself is actually, I think, going to be one of the things that brings humanity into a new age of energy production, right? Right because Bitcoin is effectively a money battery. It enables you to balance, like, power on the grid”
Meltem Demirors Feb 18, 2022 ▶ 54:32 Minting Billionaires and the Religion of Bitcoin | Meltem Demirors, CoinShares
Assertion Not checkable as stated
Miller: Frontier AI models can now handle vague, open-ended autonomous prompts
“And seeing how Fable five and GPT 5.6 and that level model is reacting to that vague flavor of prompt. Like you could, you couldn't do this a year ago. Now you absolutely can.”
Ali K. Miller Aug 12, 2026 ▶ 6:23 My top secrets to running an AI Agent Workforce
Assertion Not checkable as stated
Schneider: AI agent systems reduce 100-ad Facebook setups to 90 minutes
“If I wanted to go and create a hundred ads, right. And get that into Facebook ads, like that is probably like two weeks of work, right? Historically. And now you as a founder, like literally in the next hour and a half, you can have this whole system that I ju…”
Cody Schneider Jul 27, 2026 ▶ 33:46 Marketing Agents Are Too Good Now
Prediction Not checkable as stated
Carson: AI engineering token costs will hit $5,000 monthly per employee
“I think all of us are in a place where we, we're getting to the spot where it's realizing, okay, for real engineering work per employee, you're looking at probably five grand a month. Like, that's probably where we're gonna shake out here.”
Ryan Carson Jul 24, 2026 ▶ 35:02 Most Valuable Skill of 2026: Managing AI Agents
Assertion Not checkable as stated
Dan Shipper: Users can feed video into Codex to recreate apps
“But honestly, you can literally just feed this video into codex and just be like, make something like this and it will do that.”
Dan Shipper Jul 9, 2026 ▶ 5:02 GPT 5.6 SOL IS HERE! How to use it.
Prediction Not checkable as stated
Finn: Hardware bottlenecks and soaring memory costs will persist long-term
“My, kind of thesis, which I think is playing out in front of us right now is we're going to have hardware bottlenecks for a very long time now because the AI build out's happening. And so memory sky, I just bought a memory card for my Nintendo switch to cost m…”
Alex Finn Jun 6, 2026 ▶ 39:18 Hermes Agent Desktop: Full Setup + Real Use Cases
Assertion Not checkable as stated
Wilkinson: Built and Runs a SaaS Business Entirely Autonomously via OpenClaw
“And so as a test, before I started doing this in our operating businesses, I basically built a business a SaaS business, and then I've been running it entirely autonomously using OpenClaw.”
Andrew Wilkinson May 4, 2026 ▶ 3:20 AI Agents run my business and life (Andrew Wilkinson)
Prediction Not checkable as stated
Wilkinson: Customer support will not be a human job very soon
“Like support to me is not a job very, very soon.”
Andrew Wilkinson May 4, 2026 ▶ 11:29 AI Agents run my business and life (Andrew Wilkinson)
Prediction Not checkable as stated
Wilkinson: Anthropic and OpenAI will soon launch AI CEO products
“My, I mean, my kind of belief is like pretty soon Anthropic and OpenAI are gonna launch like basically like CEOs. So you just be like, I'm just gonna hire a CEO for my company. Give me your data. I'll figure it out. I'll run it. I'll run the whole business.”
Andrew Wilkinson May 4, 2026 ▶ 14:32 AI Agents run my business and life (Andrew Wilkinson)
Prediction Not checkable as stated
Wilkinson: Software Will Face Extreme Pricing Pressure Like Restaurants
“I think pricing pressure is just gonna go crazy because it's like the restaurant industry. Like, you know, restaurants are not a bad business. They're bad because there's too much competition.”
Andrew Wilkinson May 4, 2026 ▶ 25:11 AI Agents run my business and life (Andrew Wilkinson)
Prediction Not checkable as stated
Liu: AI models will never have infinite context windows due to physics
“I just don't think we're ever going to get to a point to where like a, an AI model can like have infinite context window. Right. And I think there's like a physics to that, right? Like you could just literally only have so much attention on like so much, you k…”
Howie Liu Apr 29, 2026 ▶ 16:49 Making $$ with AI Agents
Prediction Not checkable as stated
Brown: AI will control browsers as well as humans within three months
“Cause this is not a year from now. This is like three months away. AI will be able to control any browser like as good of a human.”
Riley Brown Apr 27, 2026 ▶ 58:22 Stop using Claude. Start using Codex?
Prediction Not checkable as stated
Isenberg: The Asymmetric AI Startup Window Will Narrow Within 24 Months
“I think that there's 12 months where competition starts catching up. Some of the best niches get claimed. Some of the tools get crowded. I think there's probably 24 months where the window narrows. The builders who get started now Are going to start owning moa…”
Greg Isenberg Apr 1, 2026 ▶ 27:58 23 AI Trends keeping me up at night
Prediction Not checkable as stated
Isenberg: Marketers will outearn developers in tech over the next decade
“I believe that the wealthiest people will be marketers over the next 10 years, but every YouTube tutorial is telling you how to vibe code.”
Greg Isenberg Mar 30, 2026 ▶ 0:10 Stop Vibe Coding. Start Getting Customers.
Prediction Not checkable as stated
Isenberg: Humans using mice and keyboards will soon become the minority
“We bought mouses and keyboards, and we had human beings actually going and clicking and doing things, right? That's, you know, going to be the minority, as weird as it is to say that.”
Greg Isenberg Mar 24, 2026 ▶ 2:58 Firecrawl AI clearly explained (and how to make $$)
Assertion Not checkable as stated
Henry: TikTok algorithm suppresses content posted directly through APIs
“TikTok knows if it's posted through an API, and it just assumes, like you would, that it's posted by a bot, and it's just botted content, especially in the age of AI, and it gives it very little chance to do well.”
Oliver Henry Mar 9, 2026 ▶ 10:31 I gave OpenClaw one job: go viral (it worked?)
Prediction Not checkable as stated
Isenberg predicts autonomous AI marketing agents will cause widespread real job losses
“So I think and then the unfortunate thing is I think a lot of these jobs to be done, and this is where I disagree with a lot of people, is I think that there are, is going to be a lot of job loss. Real job loss.”
Greg Isenberg Mar 2, 2026 ▶ 44:03 Claude Code & MCPs built my $145K marketing machine
Assertion Not checkable as stated
Kevin Rose: Vector Clustering Detects Undisclosed and Illegal Paid News Sponsorships
“I can detect when something is a paid sponsorship, even when sometimes people aren't calling it out as such, which is like really scary and illegal, because I will see, I can detect the similarity and distance difference between the vectors of the published co…”
Kevin Rose Feb 2, 2026 ▶ 30:47 Screensharing Kevin Rose's AI Workflow/New App
Prediction Not checkable as stated
Kevin Rose: Building Custom Personal Apps Will Become Norm Within Six Months
“If there's a workout app that you don't like because the buttons placement doesn't do it for you or doesn't track one key core metric, like you just build your own. Right. And like, that's going to be the norm in, you know, if it isn't already, it's gonna be t…”
Kevin Rose Feb 2, 2026 ▶ 36:01 Screensharing Kevin Rose's AI Workflow/New App
Prediction Not checkable as stated
Kevin Rose: VC Will Evolve Dramatically as Founders Bootstrap $10M Businesses
“I think VC is going to evolve dramatically over the next couple of years. Cause I believe that people don't need to raise capital and oftentimes most ideas, especially like just great lifestyle businesses that get to, you know, two, four or five, ten million i…”
Kevin Rose Feb 2, 2026 ▶ 53:13 Screensharing Kevin Rose's AI Workflow/New App
Prediction Not checkable as stated
Finn: Local multi-agent pipelines will automate video production in 45 seconds
“Now five different models locally on my computer are going to basically process this video and in 45 seconds The entire production process is over, and it's going to be uploaded on YouTube, right? That's where this is going.”
Alex Finn Jan 27, 2026 ▶ 21:26 Clawdbot/OpenClaw Clearly Explained (and how to use it)
Prediction Not checkable as stated
Hoffman: The next six months are the biggest AI search opportunity
“And probably the next six months are gonna be the biggest window of opportunity to take advantage of this marketing channel.”
Rob Hoffman Dec 8, 2025 ▶ 35:57 Blueprint to Build a $1M SaaS From Scratch
Prediction Not checkable as stated
Isenberg: Google AI will beat Anthropic's Claude and OpenAI's ChatGPT
“And I think that it's really going to be, you know, it's Google AI versus Cloud versus ChatGBT, and I wouldn't be surprised if Google AI wins.”
Greg Isenberg Nov 21, 2025 ▶ 4:21 I Tested Gemini 3 as a Designer. It’s Terrifyingly Good.
Prediction Not checkable as stated
Roberto Nixon: No Wealth Creation Event Will Ever Match AI, Except Perhaps Robotics
“There will never be another wealth creation event like AI. I think maybe personal humanoid robotics, but what an amazing, amazing time to be alive.”
Roberto Nickson Oct 22, 2025 ▶ 53:52 The Complete AI Stack and Workflow for 100M+ Video Views
Prediction Not checkable as stated
Sora will shrink six-week agency video productions to under one week
“This is very disruptive to us because it essentially makes our six to eight week timeline down to what, like a week or less once you're able to kind of tweak and the quality gets better, which it will over the next three to six months.”
PJ Ace Oct 13, 2025 ▶ 35:23 My AI Videos Hit 1M+ Views (Veo3 + Sora 2 Demo)
Assertion Not checkable as stated
Simons: AI reduces a month of engineering time to five minutes
“What would take a month of engineering time Can take literally five minutes.”
Eric Simons Sep 24, 2025 ▶ 15:17 Inside the $50 Trillion AI Gold Rush | Episode 1
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