Large corporations are like centuries-old trees: imposing, deep-rooted, and slow to adapt when the climate changes abruptly. And the data climate has changed. We review what modern data platforms are and how to face the transition without stopping mid-stride.
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.
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.