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 10 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
Carson: AI Marketing Agent Replaces a $250k VP of Marketing
“I think these are all insights that a human being would have had, but I would have had to pay a VP of marketing, you know, 250,000 dollars a year to have that insight.”
Carson: Resend won by mastering Answer Engine Optimization for AI agents
“You know, what's funny is I think they crushed it on AEO answer engine optimization. Because when I was talking to AMP about this, you know, like, hey, I want to send emails, you know, programmatically, it was like, why not resend?”
Carson: Modern email marketers avoid tracking opens to protect sender reputation
“What's common today is often not to use open because it'll degrade your sending score. So we just use click and bounce.”
Carson: The same vertical AI agent should write company content and emails
“You're going to have an agent that has specific skills. That should be the agent that writes your content. That should be the agent that writes your emails. Like this is all the same entity.”
Carson: AI Agents Need Domain Context Rather Than Heavy Data Enrichment
“Connecticut specific documents in Markdown, right? That are fed, you know, into the agent as a tool. So You got to give your agent the right tools in the right context. But I don't think you need to do as much like external enrichment as people think.”
Carson: Untangle runs daily Claude Opus cron jobs for marketing recommendations
“Every day I have a cron job that basically looks at key marketing stats, and then it passes those stats to Opus four or five, and then it generates an email with recommendations on what is the one thing I should do to improve my marketing funnel today.”
Untangle's AI divorce agent uses state statutes to write AEO content
“So for Untangle, we have Grace. She's our AI divorce agent. She's inside of Untangle. Now, she has specific tools, right? They're very specific to our vertical, right? You know, divorce statute search, case law search, child support guideline search, right? Th…”
Carson: AMP's deep mode uses GPT-5.2 instead of Opus 4.5
“I'm actually secretly showing you a new feature. If you see deep here this is a mode. We're actually using a GPT five, two instead of Opus four or five.”
Carson: I run three AMP coding agents simultaneously
“Now, what I actually do is I actually run three of these agents at a time. So I actually have three amps open any one time, and I'm usually working on three different parts of the app at once.”
Carson: AMP will autonomously implement marketing optimizations as pull requests
“I'm thinking the next step is, is not just to get the email, but actually have AMP implement the suggestion. And then I wake up to a PR that I review where it's actually done the thing that it suggested, and then I get to review that instead.”