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Hands-free scrolling on macOS driven by head pitch: MediaPipe face landmarks → One-Euro filter → keybind clutch state machine → Quartz scroll events. All on-device, no calibration step.
Ranks transmission constraints by grid-enhancing-technology (GETs) deployment value from public data (PUDL, FERC Form 1, EIA, HIFLD) — provenance-tracked, fail-closed exports, Monte-Carlo rank stab…