GLOBAL INTENT COMPANY
Interactive technical environment for machine learning, scientific instrumentation, computational systems, experiments, and project evidence.
Developed independently by founder and researcher Cory Tortorici. Source code, controlled experiments, null results, architectural iterations, and public research logs are made inspectable across all project nodes.
LATEST FROM THE LAB
Recent empirical findings, architectural iterations, and null results surfaced directly from active research logs.
Active laboratory research log entries with timestamped records are available in the full research log.
EXPLORE THE RESEARCH
Navigate the connected network of research projects, architectural pipelines, and domain clusters in real-time 3D.
RF Spatial Research
Camera-independent spatial inference from RF measurements, motion sensing, and repeated physical observations.
Structural Overview
Synthesizes phone inertial trajectory with ambient Wi-Fi signal strength drops. Casts 3D attenuation rays through a discretized spatial voxel grid to iteratively update probabilistic occupancy maps without camera imagery.
Design Invariants & Principles
Sequential Pipeline & Processing Stages
Dead-reckoning through IMU integration and step-length estimation.
Beacon signal strength measurements across fixed access point transmitters.
Calculates log-distance path loss and casts 3D loss rays through the bounding space.
Bayesian log-odds updating of spatial voxel occupancy probabilities.