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
Karp: Only vocational training or neurodivergence secures workers' future in AI
“There are two that everybody's worried about like their future, but there are basically two ways to know you have a future. One, you have some vocational training. So it's like, or two, you're neurodivergent.”
Skilled workers will become more valuable as AI automates operational tasks.
“What does the business of the future look like? Actually, the interesting thing is workers become more valuable, like actually trained workers become more valuable. This is exactly the opposite of what people are saying, but it's true. The person at the top is…”
Karp: AI commodities will scale, but taste in problem selection cannot
“All these things can be scaled in a very valuable but largely going to commodify way, but you can't scale the taste of, like, what is the business problem you want to have to solve and need to solve?”
Karp: Defense tech competitors increase government budget allocation
“They increase the size of the market because de facto, nobody wants to find an underrated market where there's only one person. So like, if you're the one person, the percentage of the defense budget you can get is much smaller. And two, they set up a comparat…”
Karp: AI multi-step compound error rates reduce effective IQ to zero
“The simple math would be, it's one 60 on one test, but you've got to pass differentiated tests over a long period of time, so it's a thousand tests. So de facto, by the 50th step, it's zero IQ.”
Karp: Business value correlates with the market's inability to understand it
“Your valuable, your value is pretty directly con convergent with people's inability to understand what you're doing. So it's like all these technologies are potentially commodifying everything. Okay. So if you are a business that is, you know, Not services, no…”
Karp: Software should be priced downstream of actual value creation
“The logic of software should be We charge you something downstream of value creation. That sum is a percentage of the value we create. It's better for both sides because it's significantly less than the value creates. Good for us because there's a multiple on …”
Karp: LLMs only create enterprise value within an ontology wrapper
“The value of LLM is when it's essentially in an ontology wrapper, because to actually create value, you have to be able to take the output, serialize it, and deserialize it in the context of the business. So the logic, actions, and security of the business, an…”
Karp: The woke left and right both undermine meritocracy
“The thing that unifies the woke left and the woke right is they don't like the consequences of meritocracy. They want to work back to the inputs. So in that, that like just will screw society. It's like, you've got to be able to allow people to succeed whereve…”