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 9 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

Opinion
Lieberman asserts corporate claims that AI will not eliminate jobs are false
“Well, I mean, my, one thing I would say just specifically to the truism you just said, is I really just think it is, like, Bullshit. And like, basically every executive is like on one hand being like, how can I use AI in my company? On the other hand is saying…”
Alex Lieberman Nov 5, 2025 ▶ 53:47 #2284 Why is Morning Brew’s founder selling “AI Transformation”?
Prediction Not checkable as stated
Lieberman says Tenex's top output-based engineer will make $1M next year
“Our clients pay us based on output, and our engineers are paid on output as well. And the reason that is so valuable is we can hire truly the best engineers I've ever worked with, because just as an example, like our best engineer will make a million bucks in …”
Alex Lieberman Nov 5, 2025 ▶ 5:40 #2284 Why is Morning Brew’s founder selling “AI Transformation”?
Opinion
Lieberman: Engineers are seeing greater AI leverage than any other knowledge workers
“And one of the things I've realized working around engineers now is engineers are living in the future. Like they are seeing the greatest leverage of AI relative to all areas of knowledge work.”
Alex Lieberman Nov 5, 2025 ▶ 3:15 #2284 Why is Morning Brew’s founder selling “AI Transformation”?
Prediction Not checkable as stated
Lieberman: Service businesses will shift away from hourly billing starting in engineering
“We don't charge hourly. Like, we have a fundamental belief that service businesses are going to move away from hourly work, and we think it's starting with engineering.”
Alex Lieberman Nov 5, 2025 ▶ 5:31 #2284 Why is Morning Brew’s founder selling “AI Transformation”?
Insight
Lieberman: Modern AI dev shops use intelligence arbitrage, not labor arbitrage
“It's basically if traditional dev orgs or dev shops are labor arbitrage, we're intelligence arbitraging.”
Alex Lieberman Nov 5, 2025 ▶ 13:22 #2284 Why is Morning Brew’s founder selling “AI Transformation”?
Disclosure
Lieberman uses 12-month engineering contracts as Trojan horse for AI consulting
“How do we use that to sign 12 month contracts that is highly retentive, highly recurring, and we use that as the Trojan horse to do transformation work after having that line of business.”
Alex Lieberman Nov 5, 2025 ▶ 3:55 #2284 Why is Morning Brew’s founder selling “AI Transformation”?
Disclosure
Lieberman: Half of Tenex Clients Come Through Free AI Diagnostics
“Half of our clients have come through these free AI diagnostics we do. And so we run these diagnostics. They take two weeks. Most of it's been automated. The only thing that's not automated is basically three hours of stakeholder interviews, but half of those …”
Alex Lieberman Nov 5, 2025 ▶ 20:14 #2284 Why is Morning Brew’s founder selling “AI Transformation”?
Assertion Supported
Lieberman: EOS implementers charge up to $15,000 a day for off-sites
“A lot of people hire actual implementers who either run your off-sites, help you with EOS implementation, and they charge a shit ton of money. Like, you know, it could be like 15,000 dollars a day for being at your off-site or with implementation.”
Alex Lieberman Nov 5, 2025 ▶ 33:56 #2284 Why is Morning Brew’s founder selling “AI Transformation”?
Disclosure
Lieberman plans to build a dedicated media arm for Tenex's AI agency
“Ultimately the goal is to build kind of 10 X media on top of 10 X, where there's only one place that executives go to make AI more actionable.”
Alex Lieberman Nov 5, 2025 ▶ 1:00:53 #2284 Why is Morning Brew’s founder selling “AI Transformation”?
Made with StarZero

Turn any episode into a week of clips.

This entire site, about 40 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.