Resonant Spatial Computing: Dynamic Synchronization and the Gravitational Anchor
This monograph formalizes the paradigm of Resonant Spatial Computing (RSC). We propose an alternative to static geometric calibration: a protocol of Dynamic Inertial Synchronization (IPS) that couples the interface to the geodetic field via a Geocentric Pendulum. Classical mechanics is used as a primary analog data compressor—a stage we define as Layer Zero. The framework draws on Arboreal Priors and the Precision Grip as evolutionary substrates, providing a physical anchor for Active Inference and the Free Energy Principle. RSC addresses the Sparsity Paradox by extracting intent at the Kinetic Nadir, achieving a 150:1 data reduction. We provide numerical simulations demonstrating noise suppression and sparse reconstruction, illustrating how gravitational priors reduce proprioceptive drift.
Authors
- André Luiz Trindade
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-07-23
- DOI
- https://doi.org/10.5281/zenodo.21479112
- Primary Topic
- Modular Robots and Swarm Intelligence
- Type
- preprint