In mid-June 2026, a lab in Beijing released to the world — with an MIT license and open weights — a model that goes toe-to-toe with the closed frontier in long-horizon coding, at a sixth of the price. The headline isn’t the leaderboard. It’s how the thing is built. Because to read a million words…
Selling “sovereign” AI that actually runs on OpenAI’s models isn’t sovereignty — it’s a hermit crab in a borrowed shell. On the difference between armor you grew and armor with someone else’s name on the deed.
A longread on how generative AI is literally rewriting what we mean by knowledge management in a company. Spoiler: it’s no longer a repository, it’s an organism.
The human musculoskeletal system works because there’s a skeleton underneath. Modern data and AI stacks have the same problem: many muscles —Pydantic, JSON Schema, SQL, GraphQL, RDF— pulling with no bone underneath. LinkML proposes that bone.
