AI Resource FrameworksDesign PrincipleAdaptive Calibration The Symbiokinetic Loop The Symbiokinetic Loop is a seven-stage design framework: Sense, Interpret, Coordinate, Act, Adapt, Govern, and Regenerate. Open resource