Announcing Acceptance for Publication: Hardware Demonstration of a Fixed Tensor P2 Kernel: Zero-Entropy Leakage and Stable Coherence Across Dual Microcontroller Platforms
Destiny Machwaya
Publication Announcement — Hardware Demonstration of Tensor P2 I am pleased to announce that my manuscript, “Hardware Demonstration of a Fixed Tensor P2 Kernel: Zero-Entropy Leakage and Stable Coherence Across Dual Microcontroller Platforms,” has been accepted for publication in Frontiers in Physics – Quantum Engineering & Technology. This study presents the first validated hardware instantiation of Tensor P2, demonstrating: 0.00% measured entropy leakage at device resolution Stable quantized-bit coherence across extended runtimes Performance replicated on two heterogeneous microcontroller platforms: ESP32-S3 (true hardware RNG) RP2040 (ring-oscillator timing-variation entropy) All results were achieved using native 32-bit on-device physical noise sources, with no external stabilization, correction, or post-processing. The article is scope-limited to hardware performance, but the findings constitute the first empirical behavior consistent with the QTET First Principle: “In any closed or semi-closed system, resonance acts as an anchor for coherence to counter entropy.” This work underwent a rigorous multi-stage peer-review process, and I am grateful to the editors and reviewers for their thoughtful engagement. With this hardware foundation now established, I will soon share a preview of the forthcoming QTET First Principle manuscript, which develops the theoretical implications in a separate, dedicated framework. In parallel, my String Topology & QTL-Sphere cosmology manuscript remains in active independent review. Publication details and the final DOI will be posted once the article goes live. — Destiny Machwaya Lei A While Research Center
•Feb 13, 2026•0 citations