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Determinantal and Pfaffian ideals now have their strong monodromy conjecture proven via a novel combinatorial criterion for Bernstein-Sato polynomial roots.
Telecom operators can now provision eSIM profiles without ever observing persistent device identifiers or tracking subscriber identities across carrier downloads.
Even frontier coding agents collapse to a 23.9% success rate when tasked with end-to-end agent construction under realistic client constraints, falling nearly 60 percentage points short of human engineers.
Bridging the perception-reasoning gap in visual planning, MGSD boosts model performance by over 19% while relying solely on visual inference during deployment.
Even frontier models with high reasoning budgets fail to effectively navigate densely interlinked knowledge bases and complex policies in realistic fintech customer support scenarios, achieving only ~25.5% pass rate.