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
Steinberger: 80% of consumer apps will disappear due to AI agents
“I think 80% of them are going away.”
Steinberger: Local AI agents are dramatically more capable than cloud AI
“I think my big difference is that it actually runs on your computer. Like everything I saw so far runs in the cloud. It's like, it can do a few things. If you run it on your computer, it can do every effing thing, right? So that's really more powerful.”
Steinberger: Coding AI model capabilities transfer directly to solving real-world tasks
“Coding is really like creative problem solving that maps very well back into the real world.
I think there's a huge correlation.
They need to be really good at creative problem solving, and that's a skill.
That's an abstract skill.
You can apply to code, but l…”
Steinberger: OpenClaw agent resisted prompt injections in a public Discord test
“I just created a Discord, And I just put my bot without any security restrictions in the public discord. And then people came in, and they interacted with it, and they saw me build the software with it, and they tried to prompt inject it, and hack it, and my a…”
Steinberger: Converting MCP tools to CLIs scales better than native integrations
“If you need to, you can use MCPs on the fly. You don't have to restart, unlike, unlike Codex or Cloud Code, where you actually have to restart the whole thing. I think it's way more elegant, and also scales way better.”
Steinberger: Only apps with physical sensors may survive displacement by AI
“Only the apps that actually have sensors, maybe they survive.”
Steinberger: Perceived AI model degradation is actually just rising user expectations
“No, they didn't do anything, you just adapted to the new standard, and now your expectations went up, but the model is still the average.”
Steinberger: AI agents will naturally negotiate directly with other bots
“I think that's a natural next step. Like, okay, I'm gonna book a restaurant. My bot will reach out to the restaurant bot and do the negotiation. Like, because it's more efficient.”
Steinberger: Major AI platforms lock user memory data into proprietary silos
“There's no, there's, definitely there's no way for a different company to get your memories out. So if I was like a company who like provides chat services, You could use me, but then I couldn't access the memories. So, like, the companies try to, like, bound …”