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 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
Cheung: 1% AI Agent Error Rate Is Too Risky for Enterprise Inbound
“I'm just a little weary of using agents right now because There are like occasional times where like it could go wrong, and just that like one percent Knowing that it could go wrong one percent just worries me for those like really high tier clients.”
Cheung: The Rundown requires employees to query GPT before asking humans
“Basically the model then becomes don't ask questions. You haven't asked GPT first.”
Cheung: The Rundown Gained 150K+ Followers In One Year Using AI Avatars
“We started doing it and it's been under a year and we've grown to over a 150,000 followers.”
Cheung: Limiting AI Avatars to Three Seconds Maximizes Visual Realism
“The avatar is only really shown for the first like three, four seconds. Cause the avatar portion of it isn't that great, but if you just show like 3:04 seconds, it looks more real.”
Cheung: The Rundown's 15-Person Team Operates Like 50 People
“We have a team about 15. I think we operate as like a 50 person team in terms of speed, but in some cases we might actually operate faster because like the headache of having 50 people is like really burdensome.”
Cheung: The Rundown drafts newsletters manually, using Claude as editor-in-chief
“When we write our newsletter, we write it all by hand, But we like to use Claude as like an editor in chief.”
The Rundown Built A Custom Internal GPT Trained On HR And SOPs
“We built this GPT that's trained on SOPs literally loom transcripts, meeting notes, our policies on AI usage, HR docs, any like admin really related question. And it also knows everyone on the team and their role.”
Cheung: The Rundown built custom Lindy scheduling agent Ava
“Lindy actually provides like a template for this, but I've modified it a little bit because I wanted like my workspace email. So I actually created an agent and I called it Ava. So Lindy has this, like they give this own template and they use like their email …”