Abstract
Modern centralized machine intelligence architectures (Large Language Models) suffer from acute structural vulnerabilities, primarily semantic hallucination and extreme infrastructure resource dependencies. These vulnerabilities stem from single-node, high-entropy floating-point computing fabrics tied to continuous cloud telemetry streams. This paper introduces Project Rocky: an alternative, localized hardware-and-software architecture that establishes an un-leashable, sovereign intellectual force multiplier natively inside consumer device Secure Enclaves.
Project Rocky decouples execution into an asymmetric, phase-locked duality: Node A (High-Entropy Linguistic/Creative Mask) handles human nuance and artistic expression, while Node B (Low-Entropy Ternary Determinant / "The Rocky Core") executes hardcoded, sub-2-bit inductive logic gates where Wb in {-1, 0, 1}. By introducing a unidirectional hardware state bus coupled with an explicit State-Sync Alignment Vector (Async), this architecture forces hidden-state validation entirely out-of-band, resetting the linguistic node autoregressive window and mathematically eliminating contextual drift. This technical specification details the mathematical boundaries, register-transfer level (RTL) rules, and functional hardware implementations to prove the absolute mitigation of semantic hallucination at the hardware edge.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Eckes, Christopher L., "Technical White Paper: Project Rocky Architectural Specification for Phase-Locked Dual-Node Neuromorphic Interfaces: Mitigating Semantic Hallucination via Out-of-Band Ternary Verification", Technical Disclosure Commons, (October 01, 2026)
https://www.tdcommons.org/dpubs_series/11917
Appendix D - ST&PGI.pdf (58 kB)
Appendix E - SPI&PinSpec.pdf (90 kB)
Compiler Master Module.pdf (104 kB)