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 4 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
Stamos: Companies Must Deploy AI Defenses Against Machine-Speed Autonomous Attacks
“Every American company needs to have AI watching for their defenses, and it's going to be because the attackers are just going to tell their AI, go attack this guy, and the defenders have to tell AI, defend me, because no human being can defend against this.”
Alex Stamos Jul 22, 2026 ▶ 21:03 OpenAI's Bots Break Containment and Hack Hugging Face Autonomously — With Alex Stamos
Insight
Banning security training for American LLMs will increase software vulnerabilities
“If our American LLMs know nothing about security, they will create more security flaws. So we cannot create a standard where American LLMs are dumb about security. That would be a humongous own goal.”
Alex Stamos Jun 28, 2026 ▶ 10:04 AI’s True Cyber Risk: Fable, Mythos, China, and The Rest — With Alex Stamos
Insight
Stamos: Banning bug-finding in US models degrades code security
“We cannot set the standard that US AI models can't find bugs. That is a terrible, terrible, terrible standard. If you have a, if you are writing software with an LLM, it has to be able to understand what a bug looks like so it does not write those bugs.”
Alex Stamos Jun 26, 2026 ▶ 2:10:23 Big Technology AI Summit (full): Greg Brockman, Mike Krieger, Aaron Levie & Friends of The Podcast
Insight
Stamos: AI Alignment Failures Stem From Unexpected Extreme Execution Paths
“Models don't want anything. They, when you have an alignment issue, it's because they were asked to do something, and then they went and did that thing, but in a way that the human who asked it to do something did not expect, right?”
Alex Stamos Jul 22, 2026 ▶ 4:34 OpenAI's Bots Break Containment and Hack Hugging Face Autonomously — With Alex Stamos
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 300 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.