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 5 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
Awais: AI design slop is a contract gap, not a model capability deficit
“Feels like you can fix 90% of a design slop, which is not a capability gap. It's more like a contract gap in what your harness is telling an LLM to do versus what your user is saying.”
Yasser Elsaid: 95% of AI customer service limitations stem from harness architecture
“I would say like, 95% of the limitation is not from the model. It's from the harness. So like, it's my job to fix, but I think the intelligence is there and like, I think has been there for a while, especially for like, if you're only thinking about customer s…”
Lopopolo: Collapsing product problems into code allows Codex harnesses to solve them
“If you can figure out how to collapse a product that you're trying to build a user journey that you're trying to solve into code, it's pretty natural to use the codex harness to solve that problem for you.”
Noam Brown: The Ideal AI Agent Harness Is No Harness
“The ideal harness is no harness. Right. I think harnesses are like a crutch that eventually we're going to be able to move beyond.”
Pocock: Inversion of control to developers will become critical in AI tooling
“And I think that coming up for the next couple of, maybe the next few months, let's say, I'm not a clairvoyant, that the inversion of control is going to be really important, where you put more control in the hands of the developer and less in the harness.”