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

Assertion Supported
Ibrahim: DeepMind's GNoME expanded known stable crystals from 40,000 to 400,000+
“The alpha genome, the alpha gnome, the one that you've just mentioned, our material science, was really exciting because we basically went from 40,000 known stable crystals to 400,000 plus. That are now being tested with research, in research and in labs.”
Lila Ibrahim Feb 18, 2026 ▶ 41:13 How Google DeepMind Operates & Experiments — With Lila Ibrahim and James Manyika
Insight
Ibrahim: Interdisciplinary teams pairing ethicists and scientists unlock breakthrough AI research
“We want to build interdisciplinary teams. How do you create a culture where you can have a bioethicist next to a computer scientist and a neuroscientist? Because we think that's really where the magic happens and unlocks the work.”
Lila Ibrahim Feb 18, 2026 ▶ 1:59 How Google DeepMind Operates & Experiments — With Lila Ibrahim and James Manyika
Disclosure
Ibrahim: Hassabis greenlit infusing learning science into Gemini when model matured
“Over the past few years, we've been doing a lot of work around one science area, learning science. How do people learn and can we improve it? And then this year was really, Dennis was like, okay, Gemini is good enough. It's time to infuse Everything we've done…”
Lila Ibrahim Feb 18, 2026 ▶ 2:42 How Google DeepMind Operates & Experiments — With Lila Ibrahim and James Manyika
Assertion Supported
Ibrahim: Northern Ireland AI pilot saved teachers 10 hours weekly
“What they found was on average they were sending 10 Saving 10 hours per week per teacher, and their post-it notes were how they were using their time, which was, I'm getting time back with my family. I can now do lesson plans for different learners of differen…”
Lila Ibrahim Feb 18, 2026 ▶ 31:24 How Google DeepMind Operates & Experiments — With Lila Ibrahim and James Manyika
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