Cybernet Systems Corporation (Canada)

Committed Computation Traces: Hybrid Verification of Neural Network Inference Between Probabilistic Replay and Zero-Knowledge Proofs

Organizations increasingly outsource neural network inference to third-party compute providers, and have no mechanism to confirm that the computation they paid for is the computation that ran. A provider can substitute a cheaper or quantized model, skip layers, return cached resu...

The Awen Grid Digital Collider: Exact Quaternion– Octonion Dual-Ledger Dynamics, an Emergent Ring Attractor, and a Pre-Registered Falsifiability Audit of the Recursive Harmonic Codex

We present the Awen Grid Digital Collider, a numerical instrument that ev olv es two coupled ensembles("ledgers") of states on unit hy perspheres: a Real Ledger of up to 10⁷ unit quaternions on S³, and an ImaginaryLedger of equally many unit octonions on S⁷, distributed across tw...

The Cosmic Clock: Understanding the Great Year and the 12,960-Year Reset

Mainstream academia dismisses ancient myths as primitive fables, but a rigorous analysis of scalar physics reveals a far more chilling reality. These narratives are not mere stories; they are the exact mathematical crash logs of a cyclical Holographic Enclosure. Global mythology...

The Cosmic Clock: Understanding the Great Year and the 12,960-Year Reset

Mainstream academia dismisses ancient myths as primitive fables, but a rigorous analysis of scalar physics reveals a far more chilling reality. These narratives are not mere stories; they are the exact mathematical crash logs of a cyclical Holographic Enclosure. Global mythology...