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 3 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
Campbell: AI agents coding complex enterprise systems from scratch is decades away
“Yeah, I think we're a long way from Any individual company just saying, agent, go, go, go code me my healthcare revenue cycle system from scratch, right? The, could we get there eventually? I think maybe we could, but I think that that's decades away, well bey…”
Mike Campbell Jun 16, 2026 ▶ 47:14 Is Unstructured Data The Key To Successful AI Deployments?
Assertion Not checkable as stated
Campbell: Government benefits eligibility and verification can be automated
“We do a ton around government funded benefits eligibility. The, you've lost your job, unfortunately. Now you're applying for unemployment insurance. Somebody is assigned your case. Somebody is checking all of your information. Somebody is determining maybe you…”
Mike Campbell Jun 16, 2026 ▶ 45:46 Is Unstructured Data The Key To Successful AI Deployments?
Assertion Supported
Campbell: Specialist medical referrals often take weeks due to administrative friction
“In many cases when you're getting referred to a specialist, That can take weeks, weeks and weeks, and if you've got an ailment that needs to be treated, that's just wasted time.”
Mike Campbell Jun 16, 2026 ▶ 32:42 Is Unstructured Data The Key To Successful AI Deployments?
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 300 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.