#foundations

Library

AI Data Supply Chain

AI data is not one pile of files but a supply chain: from sources and rights through cleaning and provenance to continuous audit. The open web remains important, but high-quality, usable data is increasingly constrained, contested, and expensive to govern.

Library

Small Language Models (SLM) and specialized models

A smaller model can suit a narrow task and local deployment, but the task, hardware, and operating setup—not parameter count alone—determine whether it is practical.