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 573 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 33 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 Open · timeframe Dec 2028
Isenberg: First solo unicorn is probably coming between 2026 and 2028
“AI provides the leverage, so if you have the right product, the right marketing, the right timing, the right person the first solo unicorn is probably coming in 2026 to 20 28.”
Greg Isenberg Aug 7, 2025 ▶ 22:08 Making $$$ with Sam Altman's Solopreneurship Thesis with GPT5
Prediction Not checkable as stated
Woodward: Future AI Interaction Will Center on Multi-Agent Dashboards, Not Chat
“These kind of dashboard interfaces are these bird's eye views of what's happening. To me, this feels like a glimpse of what's coming in the future where you're able to kind of manage and oversee and give different assignments.”
Josh Woodward Jul 21, 2025 ▶ 35:46 5 NEW Tools from Google AI to make money/be productive (INSANITY)
Prediction Not checkable as stated
Isenberg: Marketing will soon resemble high-frequency stock trading via AI
“Marketing will resemble high frequency stock trading in the near future. Agents working 24, seven monitoring, surfacing opportunities, personalized micro interactions. You'll be like a portfolio manager or day trader, adjusting risk, deploying money based on r…”
Greg Isenberg Apr 30, 2025 ▶ 2:08 How I use AI agents to make money (Vibe Marketing Tutorial)
Prediction Not checkable as stated
Isenberg: GPT-4o image generation will birth 1,000 multi-million dollar businesses
“Chat GPT for our image gen. Is as big as the ChatGPT launch, probably will birth a thousand plus one to a hundred million dollar a year of vertical software businesses.”
Greg Isenberg Apr 9, 2025 ▶ 2:17 The Future of AI with Riley Brown
Prediction Not checkable as stated
Isenberg: Every calendar, inbox, and CRM will be rebuilt within three years
“Every calendar inbox and CRM will be rebuilt from scratch in the next three years. Not AI enhanced, fully rethought.”
Greg Isenberg Apr 9, 2025 ▶ 7:37 The Future of AI with Riley Brown
Prediction Not checkable as stated
Brown: People will prompt full movies with perfect audio in 739 days
“People are going to be creating movies with prompts 739 days from now, with perfect dialogue, with perfect speech with great background music, like, all of the models are going to be integrated into these videos and it's going to completely disrupt social medi…”
Riley Brown Apr 9, 2025 ▶ 14:56 The Future of AI with Riley Brown
Prediction Not checkable as stated
Brown: Small overseas teams will run millions of AI influencer accounts
“It's going to be a group of 10 people overseas somewhere who are running millions of accounts to the point where it floods social media, where Mark Zuckerberg's going to be like, oh, like, we have to tone this back, like, or else it's just going to flood the i…”
Riley Brown Apr 9, 2025 ▶ 17:25 The Future of AI with Riley Brown
Prediction Open · timeframe Apr 2028
Isenberg: Most customer support will be automated within 36 months
“Most customer support will be automated within 36 months. Not just tier one tickets, complex, multi-step resolution that previously required senior support staff.”
Greg Isenberg Apr 9, 2025 ▶ 19:43 The Future of AI with Riley Brown
Prediction Not checkable as stated
Isenberg: Next $100M Apps Will Be Mobile-First with Built-In AI
“The next wave of a hundred million dollar a year apps will start mobile first with AI baked in from day one.”
Greg Isenberg Apr 9, 2025 ▶ 26:38 The Future of AI with Riley Brown
Prediction Not checkable as stated
Isenberg: Founders Have 6-12 Months to Win Vertical AI Niches
“The window to establish yourself as the go-to solution in a specific vertical is maybe six to 12 months before it closes for a decade, or who knows.”
Greg Isenberg Apr 9, 2025 ▶ 27:49 The Future of AI with Riley Brown
Prediction Not checkable as stated
Wilkinson: Device controllers like Apple will capture most consumer AI value
“The people that will ultimately capture a lot of this value are going to be whoever controls the devices. Because I do believe like a lot of these LLM a lot of this functionality will ultimately be implemented.”
Andrew Wilkinson Mar 24, 2025 ▶ 20:13 If I wanted to build $1M+ AI startup in 2025, I'd do this
Prediction Not checkable as stated
Wilkinson: Almost all current AI businesses will be zeros in five years
“To be clear, I'm still saying almost all these businesses will be zeros in five years.”
Andrew Wilkinson Mar 24, 2025 ▶ 46:46 If I wanted to build $1M+ AI startup in 2025, I'd do this
Prediction Not checkable as stated
Howell: AI agents will soon reverse engineer SaaS products via APIs
“I think in the not so far future, you'll be able to paste a SAS into like, I don't know, you could do it with chat GPT operator, maybe and have it look at the SAS and reverse engineer it and use a public API. To build it for you.”
Billy Howell Mar 21, 2025 ▶ 37:19 He makes $750 a day 'Vibe Coding' Apps (using Replit, ChatGPT, Upwork)
Prediction Not checkable as stated
Finn: Lead gen returns for interactive AI apps will vanish in three years
“Like we're in that beginning moments of this strategy where people who attack it and use it are going to see unbelievable returns. And then in three years when everyone's doing it, the returns won't be there.”
Alex Finn Feb 25, 2025 ▶ 1:02:53 VIBE CODING A COOL VIDEO GAME (Grok 3 + Claude 3.7)
Prediction Held up
Fully autonomous AI developer tools will build entire apps within two years
“Like Devin's trying to create that right now where like I could just give them this idea for an app and then I could go eat pizza and come back and It's just done after many iterations. And so that is like the full, that's where I think this is ultimately goin…”
Riley Brown Jan 17, 2025 ▶ 22:55 How to build your AI App with Cursor, Firebase, Vercel (Full Tutorial)
Prediction Not checkable as stated
Ras Mike: AI will create multi-million-dollar startups without technical founders
“It just, it, we truly enter, like, the birth of, like, non-technical multi-million dollar founders with no tech founder, with no CTO or anything like that.”
Ross Mike Dec 6, 2024 ▶ 25:06 How to use AI to build your SaaS startup (Lovable, Supabase)
Prediction Not checkable as stated
Kahl: Founders may bond more with AI agents than human co-founders
“I think we might even create bonds between founders and AI agents that are stronger than between founders and other founders because all this social tension between co-founders that is often quite strong, particularly when it's crunch time or when Runway is ru…”
Arvid Kahl Nov 18, 2024 ▶ 12:24 3 $1M+ AI startup ideas to build in 2025 (and how to grow them)
Prediction Not checkable as stated
Crivello: Future service businesses will be one founder and AI armies
“But yeah, I mean, in the limit, it's going to be one dude. Well, there happened to be two, but it's going to be one dude and an army of AI recruiters. And that company can scale infinitely with compute, basically. It's just with LLMs.”
Flo (Florent Crivello) Nov 1, 2024 ▶ 35:42 Fire your team and hire AI employees?
Prediction Not checkable as stated
Chaudry: Future markets will place a premium on inefficiency
“My hypothesis about the future is that there will be a premium on inefficiency.”
Samir Chaudry Oct 7, 2024 ▶ 41:39 How Creators Can Thrive in the AI + AR Era (Samir from Colin and Samir)
Prediction Not checkable as stated
Schneider: Corporations will inevitably adopt synthetic AI brand spokespersons
“It's going to trickle down into, like, direct-to-consumer, and then that trickles down into B to B, and, like, this is an inevitability that will happen over time. Like, imagine, like, a corporation, right? Like, a Torture Would kill for this. They're like, yo…”
Cody Schneider Sep 2, 2024 ▶ 32:55 5 $1M+ startup ideas you can launch tomorrow with $0
Prediction Open · timeframe Aug 2034
98% of middle schools will require locked phone pouches within 10 years
“My guess is in 10 years, 98% of middle schools are requiring people to put their phone in a pouch and lock it during the day.”
Adam Robinson Aug 29, 2024 ▶ 4:00 The step by step guide to starting a business from $0
Prediction Not checkable as stated
Isenberg: Top 1% of artists will earn 100x more next decade
“The top one percent of artists are going to make a hundred times more In the next 10 years than they will in the previous, because there's going to be such demand for curated experiences.”
Greg Isenberg Aug 12, 2024 ▶ 9:31 How to write a book with AI [step-by-step guide]
Prediction Not checkable as stated
Postma predicts programmatic AI SEO directories will become saturated within two years
“And this is probably not even going to work in two years in the world. Cause all these niches are going to be found. They're going to be filled in by people just doing all these things. Cause it's all highly automated, right?”
Danny Postma Aug 5, 2024 ▶ 6:35 5 $1M+ AI startup ideas from an indie hacker legend
Prediction Not checkable as stated
Pujji: Niche financial intelligence data provider is easily a $10M EBITDA business
“Basically go through the biggest public companies and you create information that the investment in hedge fund world uses. And I think that's Easily a ten million EBITDA business. Maybe more.”
Jesse Pujji Jul 15, 2024 ▶ 5:15 5 startup ideas targeting profitable niches
Prediction Not checkable as stated
Goldstein: Linear will replace Jira and Trello in large enterprises
“They are killing Trello. They're killing Jira. They're going to replace those in even large enterprises as well, and they didn't have to build the craziest, most advanced stuff.”
Brett Goldstein Jul 1, 2024 ▶ 47:09 SaaS apps that will print profits
Prediction Not checkable as stated
Iverson: Tech design disciplines will increasingly collapse into efficient hybrid roles
“So I think the disciplines are going to collapse more. I mean, economy capitalist society, things are efficient. And so it's gonna find the most efficient way to get things done, which is often like a hybrid PM designer or a hybrid. Designer marketer or a hybr…”
Soren Iverson Feb 7, 2024 ▶ 48:22 He Shares The Science Behind Viral Products
Prediction Not checkable as stated
Cole: The next major publisher will be a single AI-trained author
“So one of mine is I think that the next Simon and Schuster or Penguin Random House or whatever is going to be one individual that builds, I mean, one author, but has like a whole team. So the, an author is being treated like a venture backed startup and the te…”
Nicolas Cole Jan 18, 2024 ▶ 46:19 How To Make $10 MILLION from scratch
Prediction Not checkable as stated
Karnjanaprakorn: Failing startups will merge with one another to survive
“I think we'll start seeing you know, not just within those businesses, but startups that are kind of failing, merging with other startups that are failing to survive. I think we'll just see a lot of M and a activity and not, it won't be big tech company buying…”
Michael Karnjanaprakorn Jan 11, 2024 ▶ 20:06 $1M Startup Trends For 2024, With Michael Karnjanaprakorn
Prediction Not checkable as stated
Karnjanaprakorn: Creators will sell fine-tuned AI agents instead of traditional online courses
“So I think the new thing creators do instead of like courses, like asynchronous courses or cohort courses, it's a for 10 dollars a month. Like you can learn from me and I'm constantly updating the model and fine tuning it and you can learn directly from me.”
Michael Karnjanaprakorn Jan 11, 2024 ▶ 31:15 $1M Startup Trends For 2024, With Michael Karnjanaprakorn
Prediction Not checkable as stated
Pompliano: Very Few One-Person Companies Will Ever Reach $100M in Revenue
“I don't think that we are going to see very many one person companies reach significant scale measured in nine figures of revenue.”
Anthony Pompliano Nov 9, 2023 ▶ 18:57 How To Build A Media Business With Anthony Pompliano
Prediction Not checkable as stated
Isenberg: Paper-rich founders face brutal recapitalizations within six to nine months
“There's a bunch of founders that right now that are worth a lot on paper that are going to have crazy headwinds, like within the next six to nine months. Because they're going to have to recap their companies and that the founders are, they're going to realize…”
Greg Isenberg Jun 15, 2023 ▶ 31:35 Mental Models from a Shrink for Entrepreneurs
Prediction Not checkable as stated
Nickson: Open source will prevail as AI's winning foundational layer
“I'm a big believer that open source will prevail and that'll be sort of like the winning Foundational layer that AI is going to be built on top of”
Roberto Nickson May 18, 2023 ▶ 7:48 Roberto Nickson Grew 400K+ Followers In 100 Days: Here's How
Prediction Not checkable as stated
Nickson: Prompt engineering is a fleeting trend, soon comparable to Googling
“I actually, I'm not as bullish on the idea of a prompt engineer as most, right? I think it'll be like knowing how to use Google or Excel. It's just like a particular skill that'll be helpful. But no, I think the pro I mean, like one of our main ambitions too, …”
Roberto Nickson May 18, 2023 ▶ 33:23 Roberto Nickson Grew 400K+ Followers In 100 Days: Here's How
Prediction Not checkable as stated
Nickson: Standalone AI tools face major threat from incumbent software integration
“I think the most fierce competition are going to be the incumbents, you know, like a lot of this technology is going to be built into the products that we know and love and use today. Right. So eventually like you know, even, even mid journey, I think they're …”
Roberto Nickson May 18, 2023 ▶ 34:26 Roberto Nickson Grew 400K+ Followers In 100 Days: Here's How
Prediction Not checkable as stated
Rogenmoser: AI will enhance over 90% of white-collar workflows within five years
“I'd say over 90%. Maybe 95%.”
Dave Rogenmoser Mar 30, 2023 ▶ 17:18 Master the Art of AI-first Products with Dave Rogenmoser's Winning Formula
Prediction Not checkable as stated
Rogenmoser: Proprietary data moats in AI are dubious long-term
“Even the data stuff, which is probably the most like compelling, or at least the moat, the most moat like thing. We're going to hear that. They go, yeah, yeah, that there's a moat there. Like even that I think is dubious long-term. If there's a ton of value, t…”
Dave Rogenmoser Mar 30, 2023 ▶ 40:45 Master the Art of AI-first Products with Dave Rogenmoser's Winning Formula
Prediction Not checkable as stated
Rogenmoser: Incumbents must rebuild products from scratch or face disruption
“Like over the next five years, you gotta go back to first principles and think, you know, is this really the best way to do this at all given the new technology? And I think sometimes it will be and like slapping it on. Will work. I think many times it's going…”
Dave Rogenmoser Mar 30, 2023 ▶ 48:11 Master the Art of AI-first Products with Dave Rogenmoser's Winning Formula
Prediction Not checkable as stated
Greathouse Fall: Personalized AI will make Google and Meta look like tinkertoys
“So when it has a personal relationship with the person who's running it, that's going to be the next big watershed moment. I think that's what's going to make like Google and Facebook look like tinker toys.”
Jackson Greathouse Fall Mar 23, 2023 ▶ 17:34 From Zero to 100,000: How Jackson Greathouse Mastered Twitter Growth
Prediction Not checkable as stated
Spartz: In every domain, AI will evolve from tool to boss
“So in every domain, like AI starts off as a tool and then it goes up through the four levels. And so that's the thing to keep an eye on, is like, in, in your industry, if AI is starting off as a tool right now, eventually it'll become an assistant, then it'll …”
Emerson Spartz Feb 16, 2023 ▶ 23:15 Unlock Your Super-Learning Potential: Learn from Emerson Spartz, Founder of Dose and MuggleNet
Prediction Not checkable as stated
Spartz: A large percentage of future influencers and relationships will be AI
“In a world where all the influencers are, you know, AI, they're not human anymore, or, like, a large percentage of them, rather, are AI influencers. A large percentage of all relationships online become with AIs because the AI can be tailored.”
Emerson Spartz Feb 16, 2023 ▶ 32:04 Unlock Your Super-Learning Potential: Learn from Emerson Spartz, Founder of Dose and MuggleNet
Prediction Not checkable as stated
Postma: Shutterstock Could Replace All Its Photographers With AI by 2025
“But I think someone is probably Shutterstock is going to do this really well because they have like the whole database of photos, right? They could literally, I think in two years, put all their photographers out of a job and just have an AI generate the photo…”
Danny Postma Feb 9, 2023 ▶ 28:33 From Zero to Millions: Danny Postma Reveals AI App Strategies for Success
Prediction Not checkable as stated
Lavingia: Every digital-output job will be replaced by AI prediction
“Basically any job in which your output is digital you know, I see that, that, that will kind of be replaced with basically a computer predicting what that human would be outputting.”
Sahil Lavingia Jan 13, 2023 ▶ 6:01 Sahil Lavingia Gets Radically Honest
Prediction Not checkable as stated
Sahil Lavingia: Neural interfaces will 100% eliminate pain and treat depression
“We will, 100% basically be able to, you know, get rid of pain probably, you know, short circuit depression, like, all these sorts of things we will be able to do without needing to know exactly what, you know, we'll know the math, because you can look into thi…”
Sahil Lavingia Jan 13, 2023 ▶ 12:15 Sahil Lavingia Gets Radically Honest
Prediction Not checkable as stated
Lavingia: Physical traits will not matter in human society in 100 years
“Any privilege associated with anything else, height or body mass or, you know, fast switch muscle fibers basically is not going to matter a hundred years from now.”
Sahil Lavingia Jan 13, 2023 ▶ 17:44 Sahil Lavingia Gets Radically Honest
Prediction Not checkable as stated
Lavingia: AI investors may make almost no money over the next decade
“I could a hundred percent see that like 10 years from now, there's no way to make money in AI, right? Like basically nobody made any money on AI. All the returns basically just went to, you know, whoever like basically gets attention so that they can monetize …”
Sahil Lavingia Jan 13, 2023 ▶ 22:22 Sahil Lavingia Gets Radically Honest
Prediction Not checkable as stated
Isenberg: Meta's heavily criticized metaverse investments will actually pay off long-term
“And I think that over the longterm, I actually think that a lot of these metaverse bets are going to play Play in the favor of meta.”
Greg Isenberg Jan 5, 2023 ▶ 18:58 Reflecting on a crazy 2022
Prediction Not checkable as stated
Huber: Persistent high interest rates will bankrupt many real estate syndicators
“And if this keeps up and interest rates stay high for another couple of years, It'll be no different this time, and a lot of people who do what I do and raise money from outside investors will go bankrupt, and the people who invested the money will lose the mo…”
Nick Huber Dec 22, 2022 ▶ 24:35 How Nick Huber Built His Wealth: From Sweaty Startup to Real Estate Investor
Prediction Not checkable as stated
Rief: Feastables might become a billion-dollar brand within a year
“So that right there in a year might be a billion dollar brand alone.”
Austin Rief Dec 15, 2022 ▶ 14:25 Why Every Creator Should Have a Newsletter with Austin Rief
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