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
Staniszewski: People disclose sensitive details more openly to AI than humans
“With AI, people are much more open to share what actually happened, give the information, and suddenly this emotional block of, like, in front of other human, I don't want to be able to say all of that, is, is, is very different.”
Mati Staniszewski Jul 14, 2026 ▶ 14:59 The Trillion-Dollar Industries AI Is Disrupting: Voice, Law & the End of the Billable Hour
Insight
Staniszewski: Voice AI performance depends on model architecture over scale
“It's the architecture that matters, not the scale. You really need to change how the model operates.”
Mati Staniszewski Jul 14, 2026 ▶ 27:07 The Trillion-Dollar Industries AI Is Disrupting: Voice, Law & the End of the Billable Hour
Insight
Not using AI is a red flag, but overusing it is too
“If you're not using a lot of the coding software, a lot of the co-working software, then you're probably in the wrong spot. If you're using too much of it, that is also a flag because you maybe are not doing that in the right way.”
Mati Staniszewski Jul 14, 2026 ▶ 5:46 The Trillion-Dollar Industries AI Is Disrupting: Voice, Law & the End of the Billable Hour
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