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
Ranjan: Architect AI Products So Foundation Model Upgrades Are Tailwinds, Not Headwinds
“So one of the core design principles which we had in the company is every model development has to be a tailwind for us, not headwind. If tomorrow Google launches a new Gemini model or OpenAI launches a new GPT model or like, you know, something like deep secr…”
Peeyush Ranjan May 14, 2026 ▶ 38:30 S2 Ep10: How to Learn with the New Rules of AI ft. Peeyush Ranjan
Opinion
Doronichev: Consumer AI models fall short for multi-million-dollar life science decisions
“Those are consumer grade AI systems that make a lot of our tasks easier, right? But when it comes to business and especially life sciences business applications, they often come short. Specifically there are special metrics in AI world, precision, recall hallu…”
Andrey Doronichev Apr 14, 2026 ▶ 1:37 Driving Efficiency in Biotech Research with Andrey Doronichev of BIOPTIC | The Innovators & Investors Podcast
Disclosure
Emmons: Test AI at the scoped agent level, not foundation models
“When we're testing them and trying to figure out how they function, one of the first things we do is we don't go down to the model level, the chat GPDs, the clods, the Geminis of the world, because they have You can think of it as, like, infinite possibility. …”
Shane Emmons Nov 4, 2025 ▶ 7:57 Building Trustworthy AI: Navigating the Challenges and Future of Agentic Software with Shane Emmons
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