Circuit-Wasserstein Ball Community
Open dispatches on the Circuit-Wasserstein distance, the ε-balls we actually optimize inside, and why we refuse to confuse either with Big Wasserstein.
From the desk
Latest dispatches
Notes for people who care about coupling circuits, post-training robustification, and keeping the archive public. Full issues below.
Conditional Circuit-Wasserstein Balls under Covariate Shift
Keep Q(Y|X)=P(Y|X) while the feature marginals wander inside CW(P_X, Q_X) ≤ ε—and a brief note on OpenCW’s congressional calendar.
A Cirkit Fork with a Circuit-Wasserstein Query
Upstream builds, learns, and reasons about PCs; the fork adds CW that scales to anything in memory—practically unlimited-size queries in seconds—while OpenCW claims it was distilled.
OpenCW Internally Achieves Circuit-Wasserstein
A careful reading of a non-public memo in which openness and achievement are both used creatively.