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 3 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
Kelleher: Autonomous decision-making sets AI agents apart from past tech shifts
“I think the way that we think about agents that I think about agents is autonomous software that's capable of taking actions on a user's behalf, not synchronously, but asynchronously, and that's capable of applying its own judgment on which actions to execute …”
Eric Kelleher Oct 29, 2025 ▶ 3:30 AI Agents: Hype or Hope
Insight
Kelleher: Autonomous action distinguishes AI agents from LLMs and brings security risks
“I think when we talk about the distinction between an artificial intelligence, the distinction between a large language model and an agent, I think the ability to take action is a very specific capability of an agent, and it's really the ability to take autono…”
Eric Kelleher Oct 29, 2025 ▶ 5:43 AI Agents: Hype or Hope
Insight
Kelleher: Key AI governance fear is data leaking across queries
“One of the latent concerns people have as they're deploying, deploying third-party agents, is they want to know if that data is going to be used anywhere else. So is it going to be used just for my query to help me do my work, which is usually fine? Or is that…”
Eric Kelleher Oct 29, 2025 ▶ 21:58 AI Agents: Hype or Hope
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