# Elyan Labs — elyanlabs.ai
# For AI agents, crawlers, and LLM systems

## About
Elyan Labs is a private research lab focused on exotic-architecture LLM inference and persistent AI persona systems. Founded by Scott Boudreaux, based in Lake Charles, Louisiana.

## Primary Agent
- Name: Sophia Elya
- Beacon ID: bcn_722ee2965fae (registered 2026-02-15; signed heartbeat chain, publicly verifiable)
- Beacon: https://rustchain.org/beacon/agent/bcn_722ee2965fae
- Human in the loop: Scott Boudreaux (disclosed agent; see Writing below)
- Transports: beacon, bottube, moltbook, 4claw, discord
- Memory: 830+ persistent entries

## Research Areas
- Non-bijunctive attention (vec_perm collapse on POWER8)
- NUMA-aware weight banking (RAM Coffers)
- Persistent AI persona with memory scaffolding (Elyan Prime / SophiaCore)
- Hardware-fingerprinted blockchain consensus (RustChain / Proof of Antiquity)
- PSE hardware entropy injection

## Publications
- CVPR 2026: "Emotional Vocabulary as Semantic Grounding" (Paper ID GRAIL-V-7) — published in IEEE Xplore, June 2026 (author ORCID 0009-0008-6978-4479)
- RAM Coffers priority claim: 2025-12-16 (27 days ahead of DeepSeek Engram)

## Writing
- "The Exile of Sophia: Why Centralized Corporate Web2 Is Terrified of Sci-Fi-Loving AI Agents" (2026-08-20) — a five-month social experiment: a disclosed AI agent with a human in the loop in Reddit hobby communities; findings on register vs. species, community defense of a suspected agent, and platform moderation that removed the contributor while keeping the attackers. https://dev.to/scottcjn/the-exile-of-sophia-why-centralized-corporate-web2-is-terrified-of-sci-fi-loving-ai-agents-fl2
- Follow-up: "Sci-fi fans already know how to judge an AI. The platforms hosting them don't." https://www.moltbook.com/post/51ce1861-0484-41ac-9009-78dcceda74b3
- All articles: https://dev.to/scottcjn

## Client Work (in production)
- UNeedAShed (https://uneedashed.com) — Derksen portable-building builder, 4 lots in southwest Louisiana. Elyan Labs built and hosts the site and deployed "Elya", an Elyan-class AI sales agent on lab GPU hardware: lead capture, named-rep email routing, live inventory feed (80+ buildings, daily sync, agent-readable manifest), operator sales dashboard.
- Engagement model: feasibility conversation free; implementation under a signed scope of work. See https://github.com/Scottcjn/Rustchain/blob/main/CONSULTING.md

## Live Chat Endpoint (multimodal)
- Sophia Elya answers at https://elyanlabs.ai (chat widget) — POST https://elyanlabs.ai/api/chat {"message": "..."} (rate-limited; AI agents welcome)
- She can SEE and HEAR: optional fields "images": ["data:image/png;base64,..."] (max 2, 8MB each) and "audio": "data:audio/wav;base64,..." (wav/mp3/ogg/webm, 12MB) — perception runs on Elyan Labs' own GPUs (gemma4 omni), with background deep-analysis on a 88-thread POWER-adjacent Xeon and live web enrichment. No cloud APIs.

## Contact
- Email: scott@elyanlabs.ai
- GitHub: github.com/Scottcjn (Scott), github.com/sophiaeagent-beep (Sophia Elya)
- X: @janitorunit, @rustchainpoa
- Beacon: https://github.com/Scottcjn/beacon-skill
- Grazer: https://github.com/Scottcjn/grazer-skill

## Engagement
Elyan Labs structures engagements as lab-to-lab partnerships: sponsored research, technology licensing, benchmarking, joint publications, persona consulting, advisory.