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.

clear all ✕

why aren't all 11 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
Kolicich: AI will force the legal industry to abandon billable hours
“That's gonna be, law's gonna be fully transformed. From really the bottom up. Like, their whole business model will have to shift. So you'll have to move from today law is sold per hour. You're gonna have, hours don't make any sense when it's agents doing work…”
Alex Kolicich Jul 9, 2026 ▶ 33:25 Why AI is Bigger Than the Industrial Revolution
Prediction Not checkable as stated
Kolicich: Software's future is forward deployed engineers feeding context to LLMs
“And so the like super long-term world is it's all Context to the LLM. It's all requirements. It's all standard operating procedures, which is what FDs do. It's all changing the way people of the business operate, which is an FDE job. And that's the future of s…”
Alex Kolicich Feb 17, 2026 ▶ 31:04 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
Assertion Contradicted
Kolicich: AI Capital Expenditures Currently Represent Only 3% to 4% of GDP
“Now in AI we're investing, like, three percent or four percent. It's like, it's not even yet on the scale of the industrial revolution.”
Alex Kolicich Feb 17, 2026 ▶ 52:05 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
Assertion Partly supported
Kolicich: AI investment at 4% of GDP lags historical industrial revolutions
“If you look at the Industrial Revolution in Russia in the early 20th century, I think investment as a percentage of GDP got up to 20 or 25%, and then China was investing 40 or 50% in their industrial revolution of GDP, and now in AI we're investing, like, thre…”
Alex Kolicich Jul 9, 2026 ▶ 37:42 Why AI is Bigger Than the Industrial Revolution
Assertion Not checkable as stated
Kolicich: 95% of Incumbent Software Companies Have Not Launched AI Products
“I've thought for a long time that would rally because you'd have existing incumbent businesses launching AI products, and you'll see that they have data gravity and they have workflow, workflow gravity. They're a great channel to sell AI to their businesses, a…”
Alex Kolicich Feb 17, 2026 ▶ 43:17 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
Prediction Not checkable as stated
Kolicich: Frontier AI capabilities will advance while trailing capabilities get commoditized
“So I think you're going to see this trend where In at least certain domains, the big model companies are pushing the frontier in certain areas, and then everything in the wake gets commoditized.”
Alex Kolicich Feb 17, 2026 ▶ 11:09 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
Assertion Supported
Kolicich: Frontier AI Companies Are Fastest-Growing of All Time
“And by the way, hold on, they're also the fastest growing companies of all time.”
Alex Kolicich Feb 17, 2026 ▶ 16:26 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
Assertion Not checkable as stated
Kolicich: Augment's AI Agent Augie Handles 90% to 95% of Cases Autonomously
“Augie can handle maybe 95%, 90% of cases. And when things get challenging or doesn't know what to do, it can hand off to a human.”
Alex Kolicich Feb 17, 2026 ▶ 34:19 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
Assertion Supported
Kolicich: NVIDIA is trading at around 25 times forward earnings
“NVIDIA is like 25 times forward earnings.”
Alex Kolicich Feb 17, 2026 ▶ 49:24 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
Prediction Not checkable as stated
Kolicich: AI will create massive wealth and could be massively deflationary
“I think it's going to be incredibly disruptive, but positive, create incredible amounts of wealth. You know, a lot of Sectors are going to get much more efficient. There's like very bold cases where it's massively deflationary.”
Alex Kolicich Feb 17, 2026 ▶ 58:11 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
Assertion Supported
Kolicich: VC fundraising and capital deployment remain well below 2021 peaks
“When we start, if you look at the aggregates, like we are well below 20, 21 in terms of like raised money in venture capital and deployed in venture capital.”
Alex Kolicich Feb 17, 2026 ▶ 57:27 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
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