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Constrained Observation Lab: two small Vite+TypeScript demos (2D + 3D) showing how limited “slice” measurements drive prediction, drift detection, and correction. Includes Paper 1 backing artifacts (pre/post bundle) and 3D A/B mirrored traces. CC BY-NC 4.0.
WHYLD is a research division focused on governance-first intelligence systems designed to remain safe, functional, and trustworthy under real-world constraints.