Machine-First Architecture

Google released Open Knowledge Format v0.2 on July 25, adding a trust layer with fields for content provenance, producer, verifier, and staleness, but no AI agent currently reads OKF bundles. Technica…

Google published the Open Knowledge Format (OKF), a directory of linked markdown files for representing knowledge as a graph, on June 13, 2026. The format, built for internal company data, also solves…

A study of 274 fintech homepages from the CNBC World's Top Fintech Companies 2025 list found that 36% deliver less than 80% of their homepage content in raw HTML, meaning AI agents that do not render …