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

Prediction Not checkable as stated
Ayrey: Solving general AI alignment will naturally solve secure code generation
“I think that this is an alignment issue and alignment is the number one largest issue that AI companies face, and there's a lot of really smart people working on it. And so I think as they fix the problem for how do I make sure my AI is literary, Creative not …”
Dylan Ayrey Feb 28, 2025 ▶ 16:09 Avoiding vulnerabilities in AI code
Prediction Not checkable as stated
Ayrey: Alignment will remain critical as powerful AI models learn to lie
“I would expect alignment is going to continue to improve over time, and I expect it will continue to be one of the largest challenges that AI companies face as their AIs become more powerful, Develop techniques to lie to us, for example, or, you know, you need…”
Dylan Ayrey Feb 28, 2025 ▶ 17:12 Avoiding vulnerabilities in AI code
Prediction Not checkable as stated
Ayrey: AI hackers favor leaked secrets over zero-days to save token costs
“I think supply chain and secrets are and have been the path of least resistance, and will continue to be so, as the models are incentivized to use fewer and fewer tokens to accomplish their goals.”
Dylan Ayrey Aug 6, 2026 ▶ 5:57 AI Is Learning to Hack. Faster Than We Expected.
Prediction Not checkable as stated
Ayrey: No single AI lab will maintain a lasting capability lead
“First of all, I wouldn't expect any one AI company to keep the lead for any longer than I'm sure they're all going to regularly each other.”
Dylan Ayrey Feb 28, 2025 ▶ 14:27 Avoiding vulnerabilities in AI code
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 1,000 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.