June 10, 2026 How Muon Lost Its Geometry How popular Muon implementations lost the scaling rule that made the optimizer geometrically meaningful.

May 20, 2026 The Unreasonable Redundancy of Nature's Protein Folds Why scaling natural sequences into predicted structures may not produce as much new fold diversity as enzyme-design models need.