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 13 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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
Chaddha: AI is a 100x era creating many $100B companies
“And in the AI era, overall, it's a hundred X opportunity. I've been lucky to be involved in the web era, the mobile, the cloud, the social, the not so good eras. And then the AI, I think those eras were a 10 X opportunity. This is a hundred X opportunity. So t…”
Chaddha: AI and vibe coding will create 3 billion programmers
“Using AI, I think everybody, eight billion people in the world will be programmers because they'll vibe code. That's why this is a hundred X opportunity. It's really a hundred X because hundred X times thirty million is three billion. So there will be three bi…”
Chaddha: Vibe coding companies at $100M revenue will quickly reach $10B
“Let's look at vibe coding. Companies are doing a hundred million in revenue, two hundred million in revenues. They're going to be doing ten billion in revenues. We'll blink and that's what they will be.”
Chaddha: Only 1% to 3% of hyped AI startups will survive
“We could go from all these hyped up companies. Some will keep growing, but maybe that will be one percent, two percent, three percent of the hype companies. But a lot of them are making their lives really, really hard.”
Chaddha: AI startups will capture 90% of VC funding within a year
“I think it's going to be 90% in a year.”
Chaddha: Non-AI startups will take 10x longer to raise capital
“Companies are going to take 10 X the time to raise money if they are not an AI native company.”
Chaddha: AI teammates represent a $3T-$6T opportunity over 5-7 years
“And that market is a massive market because the spend
On knowledge workers globally is 30 trillion, and AI will do 10 to 20% of the work of what humans do to offload them.
That's a three to six trillion dollar opportunity over the next five to seven years”
Chaddha: Many AI coding companies have negative or 15-20% gross margins
“A lot of these coding companies, they have either negative margins, which has been reported or 15, 20% gross margin.”
Chaddha: AI value shifts from infrastructure to app layer in 10 years
“But today, value for the next three, four years is at the infrastructure layer.
If I take 10 years out, this will be built.
Value will go up the stack.”
Chaddha: AI market expectations will become reality in 4-10 years
“When new waves come, expectations are ahead of reality. But if I go out four, five, 10 years out, it'll be a reality.”
Chaddha: MIT report finds 95% of enterprise AI experiments fail
“That's why the MIT report says 95% of these AI experiments don't work. The customers are not ready.”