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.
why aren't all 7 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
Ghai: Brute-force vectorizing of unstructured enterprise data causes AI hallucinations
“Let's vectorize petabytes of data and hope we can figure it out. That's when hallucinations happen. That's when other issues happen. So there needs to be some structure around it.”
Ghai: All document-centric tasks in mission-critical processes can be automated
“There's a lot of document-centric tasks involved in, in these very valuable and mission-critical business processes, and all of these can be automated.”
Ghai: AI pilots launched to cure FOMO are bound to fail
“The psychological element is, you know, sometimes it's easier to do a pilot and cure your FOMO, your fear of missing out. Make yourself feel better that you're doing something. Those are bound to fail because nobody's earnestly trying to engage with this trans…”
Ghai: Proprietary enterprise data is AI's only truly novel asset
“I think what is truly novel and unique Is an enterprise's data. It's their data. It is a living record of their enterprise, its decisions, its actions, its operations, and through it, you can get, you can realize enterprise context for that bespoke organizatio…”
Ghai: Enterprise AI agents require role-based access controls
“Not everybody in the organization has access to this content and data, and not every agent in the organization should have access to it as well. So, the concept of agentic roles mapping to access rights so that they can make the decisions and take the actions …”
Ghai: 90% of Global 2000 enterprise data is unstructured
“It's not entirely well appreciated that 90% of an enterprise, the global 2090% of their enterprise data is actually unstructured.”
Ghai: Automating document workflows speeds up hospital emergency intake and referrals
“If we can automate all of these document centric tasks at machine speed, patients get onboarded and assigned a bed in the emergency department much faster. Nurses are freed up to deliver care with more of their time. Referrals can happen at machine speed so pa…”