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 7 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

Insight
Howard: Modern AI removes the 10x earning advantage of software coders
“Until 2023, Being really good at coding, whether that was JavaScript, Python, PHP, or anything else, meant you had essentially 10 X or more the earning potential and the ability to build quality solutions than everybody else in the world. And that has been the…”
Rob Howard Sep 10, 2025 ▶ 16:09 #2279 How are there so many AI agencies?
Insight
Rob Howard: AI writing critics miss that most business writing is utilitarian
“People often will complain and criticize about AI writing, but I think what those criticisms miss is that a lot of the writing that needs to get done for businesses to move forward is boring. And it doesn't really matter if it's like poetry or not. Like it jus…”
Rob Howard Sep 10, 2025 ▶ 36:51 #2279 How are there so many AI agencies?
Insight
Rob Howard: Private practice doctors are prime early adopters for AI consulting
“Somebody who has a limited amount of time, they're essentially a solopreneur or small business owner as a private practice doctor. They've got some money to invest in speed. And automation, and they value their time a lot. They were very early adopters, even t…”
Rob Howard Sep 10, 2025 ▶ 4:21 #2279 How are there so many AI agencies?
Insight
Howard: The primary value of RAG chatbots is internal team drafting
“Where we find that chatbots and RAG, which is essentially Taking documents and putting them into a vector database so AI can read them, right? AI that can read your documents in a custom way is RAG. When you think about a chatbot in RAG, the value there is giv…”
Rob Howard Sep 10, 2025 ▶ 38:40 #2279 How are there so many AI agencies?
Insight
Rob Howard: AI automations do not require complex integrations to deliver ROI
“You don't even need it to be a super fancy automation because the amount of time that's being saved, even with the final copy step, and you want the human in the loop anyway, to do that review, you're still saving such a huge amount of time that it's worth it …”
Rob Howard Sep 10, 2025 ▶ 40:16 #2279 How are there so many AI agencies?
Insight
Howard: Software founders face a squeeze from Big Tech and weekend coders
“Anybody who's spent 24 working hours with Claude Code can also build a prototype of your thing pretty much over a weekend as one person, right? So you've got competition from the big players. But you've also got competition from the tiny do-it-yourself players…”
Rob Howard Sep 10, 2025 ▶ 43:18 #2279 How are there so many AI agencies?
Insight
Howard: Bespoke AI consultants are insulated from big tech commoditization
“The other thing is that consultants who are building bespoke projects for clients repeatedly are not exposed To those same challenges, because by virtue of hiring a consultant, the client is essentially saying the Google Gemini built-in tool is not appropriate…”
Rob Howard Sep 10, 2025 ▶ 44:18 #2279 How are there so many AI agencies?
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