Tabular foundation models perform supervised learning in a single forward pass with no training run. What they are, where they win, and what they change in the data architecture.
Six architectures share the phrase zero-copy, and they have different costs, failure modes, and governance stories. A walk through federation, virtualization, sharing protocols, and materialization.
Residency is a storage location. Sovereignty is who can compel access, who operates the systems, and whether you can leave. A practical guide to sovereign lakehouse architecture in 2026.
How every media era from radio to AI forces humanity to build new cognitive filters -- the shield against scams and the sieve for finding signal in an ocean of noise.
