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Introducing the Open Knowledge Format (OKF), an open specification that formalizes the LLM-wiki pattern into a portable, interoperable format. AI is only as smart as the context we give it. As we build more advanced, agentic AI systems, they need accurate metadata and context to be useful. But in most organizations, that context is locked inside fragmented data catalogs, isolated wikis, scattered code comments, or the minds of senior engineers. Every time a new AI agent is built, teams are forced to solve the exact same context-assembly problem from scratch. To solve this, we've announced OKF, a vendor-neutral, open specification that formalizes the "LLM-wiki pattern" into a portable, interoperable format. It provides a standardized way to represent the enterprise knowledge that modern AI systems rely on. — Just markdown: readable in any editor, renderable on GitHub, indexable by any search tool — Just files: shippable as a tarball, hostable in any git repo, mountable on any filesystem — Just YAML frontmatter: for the small set of structured fields that need to be queryable: type, title, description, resource, tags, and timestamp We’ve also shipped reference implementations to help you hit the ground running, including an enrichment agent for BigQuery, a static HTML visualizer, and live sample bundles on @github → ➕ Knowledge Catalog can now natively ingest OKF! Stop reinventing data models and building bespoke integrations for every new AI tool. Here's more about how OKF works →

"When you believe something ... then of course you want the people that you love to share that perspective as well." VP JD Vance tells @seanhannity he hopes Second Lady Usha Vance, who is Hindu, will one day convert to Christianity. Vance said faith is deeply important to him, but emphasized that religious belief is ultimately a personal decision. The vice president's comments offered a glimpse into how he and his wife navigate their interfaith marriage.

My most recent claim is that "FP8 is all you need" for all scientific computing. Two new papers as well as my debate with my great friend Jack Dongarra are covered here: (Revised) Part1 paper is on arXiv: Part2 is on hold at arXiv but you can access it here: Comments are welcome!

The Labour leadership hopeful's previous comments on tax, investment and property offer clues as to the thrust of his ideas when it comes to individuals’ personal finances:

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