Projects

Independent sites and tools that grow out of the bottega's research. Each one lives at its own subdomain or external host.

OntoProbe

ontoprobe.riverbottega.com

Ontology-grounded probe set engine for mechanistic interpretability. Multilingual 16×16 grammar-vocabulary matrix (English, Japanese, Korean), CEFR/JLPT/TOPIK aligned.

Status: site live · dataset & engine release planned 2026 H2 · companion to paper 12 (in preparation)