Original technical analysis and methodology specifications for advanced AI and data architectures.
A methodology for finding where real-world implementations diverge from the specifications they claim to follow. Includes the CVE-2026-48522 case study (JOSE ecosystem) and methodology details across eleven milestone domains: JWT, X.509, OAuth, WebAuthn, CBOR/COSE, DANE, TLS 1.3, SAML, and more.
Read WhitepaperA DNS-inspired architecture for distributed LLM inference: semantic routing, domain-specific compression, hybrid CPU-GPU orchestration. Includes a 2025–2026 postscript covering NVIDIA Dynamo, llm-d, DeepSeek-V3, KV-cache compression, and speculative decoding.
Read WhitepaperA specification language for LLM-driven development using Entity + Transition primitives and a 6-gate validation pipeline.
Read SpecificationA two-layer sovereignty framework enabling GDPR compliance through structurally separable AI systems and semantic routing.
In PreparationAnalysis of consensus mechanisms across diverse LLM architectures for improved accuracy, reliability, and bias detection.
In Preparation