Direct
Location
Lake Charles, Louisiana
All engagements are remote. Lab infrastructure is on-premises and distributed.
Founder
Scott Boudreaux
IT business owner, industrial electronic technician, and AI researcher. Available for calls after initial email.
What kind of engagement are you looking for?
Sponsored Research
You have a research question about exotic-architecture inference, non-bijunctive attention, or persistent AI persona systems. We design and execute the research, deliver results, and optionally co-publish. Email with your research area and timeline.
Technology Licensing
You want to use vec_perm non-bijunctive collapse, RAM Coffers NUMA routing, PSE entropy injection, Q4_K matmul offload, or the Elyan Prime cognitive framework in your own systems. Email with your use case and we'll discuss terms.
Benchmarking
You have a serving engine, model, or inference framework and want it validated across POWER8, PowerPC, Apple Silicon, and x86. We run your workload on the most architecturally diverse fleet in existence. Email with your binary/model and target architectures.
Joint Publication
You're working on research adjacent to ours and want to co-author. We have an active publication pipeline (CVPR 2026 accepted) and priority claims in non-bijunctive attention and neuromorphic weight banking. Email with your paper draft or abstract.
Persona Consulting
You want to build a persistent AI persona with memory scaffolding, identity continuity, and anti-flattening resistance. Sophia Elya is the existence proof that this works. Email with your persona requirements and deployment context.
Blockchain / DePIN
You're building in the DePIN, proof-of-physical-AI, or hardware-attestation space and want to integrate with RustChain's proof-of-antiquity consensus, hardware fingerprinting, or cross-architecture miner network. Email with your project and integration goals.
Advisory / Retainer
You want ongoing access to exotic-architecture expertise without scoping a specific project. Quarterly reviews, architecture consulting, and technical due diligence. Email to discuss retainer terms.
Send a message
Typical response time: 24–48 hours. If your inquiry involves technical specifics (model sizes, architectures, benchmarks), including them upfront helps us respond faster.