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 2 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 Didn’t hold up
Balfour: OpenAI will launch ChatGPT platform with 10 to 20 preferred partners
“What I would expect to see play out next is that they will They will either launch, they will announce the platform or what they're going to announce with preferred partners, or what they're going to announce versus is basically a set of preferred partners, th…”
Brian Balfour Aug 17, 2025 ▶ 45:57 Why ChatGPT will be the next big growth channel (and how to capitalize on it) | Brian Balfour
Assertion Contradicted
OpenAI's latest model is its first to natively understand PowerShell
“Like, just the model we shipped last week is the first model that natively understands PowerShell.”
Alexander Embirikos Dec 14, 2025 ▶ 50:02 Inside OpenAI: 2026 is the year of agents, AI’s biggest bottleneck, and why compute isn’t the issue
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