What It Means to Police AI Agency
A formal security architecture for AI agent delegation: capability-based IAM, asymmetric trust protocols, multi-tier sandboxing. Bridging quantum security thinking with AI system design.
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JUSTIN WOODRING
Systems Architecture • Quantum Cybersecurity • AI Infrastructure
Building secure infrastructure at the intersection of quantum computing, security, and systems. Doctoral research at LSU's cybersecurity lab with published work on quantum threat models, AI agent trust, and distributed systems.
01. Projects
View Github →Slatron
Distributed real-time broadcast infrastructure with embedded AI. Multi-tier architecture with Rhai scripting, ONNX-based audio inference, zero-downtime scheduling, and multi-arch cross-compilation.
Capibara
Rust-powered toolchain for C codebases with documentation generation, static analysis, and IDE integration. Rethinking how low-level infrastructure is developed and maintained.
Qubit Simulator
Interactive 3D Bloch sphere visualization for quantum state pedagogy. A tool for making quantum computing tangible and accessible.
Lorefire
Local-first AI orchestration pipeline: on-device transcription, LLM-powered semantic analysis, encrypted storage. A study in private, sovereign AI infrastructure where users control their data and models.
02. Domains of Depth
Systems Architecture
Distributed real-time infrastructure built with Rust. Custom runtimes, cross-compilation pipelines, embedded services, and systems-level engineering for reliable, performant platforms.
Quantum Cybersecurity
Doctoral research in LSU's cybersecurity lab. Published the QATT&CK framework adapting MITRE ATT&CK for quantum computing threat models. Research on cryptographic infrastructure and AI agent trust.
AI Infrastructure
Control plane design for autonomous software. Agent safety models, capability-gated delegation, local-first LLM pipelines. Published on policed agency, a security model for AI agent trust.
03. Background & Research
Louisiana State University
PhD Candidate — Cybersecurity LabDoctoral research in the cybersecurity lab. Developing security frameworks for next-generation computing with a focus on quantum threat modeling, AI agent trust, and cryptographic infrastructure.
2023 — Present
Louisiana State University
Master of ScienceAdvanced Computer Science studies.
2023 — 2025
Southeastern Louisiana University
BS Computer ScienceMinors in Physics and Math.
2018 — 2022
quantumBR
FounderFounded and led Baton Rouge's quantum computing community. Built a local ecosystem for quantum education and collaboration spanning meetups, research discussions, and industry connections.
Organization
QATT&CK
Quantum Cybersecurity FrameworkNovel extension of MITRE ATT&CK for utility-scale quantum computer threat modeling. Presented at Q-NET SYMPOSIUM 2025.
Published
04. From the Blog
All Posts →This Week in Slatron v1.1
Embedded AI inference in distributed broadcast infrastructure with ONNX decoding, Rhai scripting, and audio ducking. Systems engineering at the edge.
Read article →An Appeal to Consider The Fourth Industrial Revolution
Why quantum computing and AI matter for economic and technological sovereignty. A vision for how we build the next century's infrastructure.
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