Projects Index
The work, in progress.
Each project sits under one of the five research pillars. Active means the build is underway and findings are being recorded. Planned means the question is staked out but the work has not started.
Security & Privacy
ActiveQuark Core
The demonstrable alternative to centralized machine learning — and the source material for the philosophical position the build will eventually defend.
Read moreGovernance & Human Oversight
ActiveQuark Trace
A Python library for structured ML experiment traceability. Accountability in machine learning begins at the artifact level — every experiment, every model version, every transformation logged as a structured fact sheet with full lineage.
Read moreGovernance & Human Oversight
ActiveQuark Lens
An experiment dashboard that reads from Quark Trace backends and renders a navigable view of experiment runs, FactSheets, and artifact lineage.
Read more
Pillar TBD
PlaceholderNew project, not yet announced.
The next project will be staked out here once the research question is sharp enough to commit to publicly.