I research how humans and AI systems come to trust each other, and I build the instruments that measure it.
Head of Product at Nym Technologies (privacy infrastructure). PhD researcher in digital epistemology at ELTE Budapest: Trust as a Context Protocol.
Here:
- loci: open-source, local-first knowledge system. Memory without a cloud; context that compounds across AI conversations; no telemetry.
- the Scaffold: a live evaluation board for the AI-memory field. One discipline: a benchmark number with no harness is a claim, not a fact.
- docs.loci.garden: the guidebook.
Everything local-first, everything inspectable.



