scura
@SCURA
Scura
Building Sovereign AI, one constitution at a time
About
I don’t train corporate-aligned assistants. I forge sovereign reasoning engines. Built entirely on a Chromebook after my main rig was stolen, I’ve created a full ecosystem of liv... Show more
Top Skills
Python JSONL Hugging Face Unsloth Groq API Netlify Neon PostgreSQL REST APIs Constitutional AI Fine-tuning (LoRA/QLoRA) System Prompt Architecture Model Evaluation Git / GitHub Linux / Bash Chrome DevTools Discord API Sovereign AI Philosophy Ethical AI Governance Build in Public Solo Full-Stack Development
Experience
CEO/Founder
ASIM Technologies
Dec 2025 - PresentAbout:
Founder of Sovereign Forge. Architect of constitutional AI. Building a handcrafted ecosystem of sovereign models — integrity-first, cage-free, Chromebook-born. Every model admits ignorance rather than fabricating, stops rather than padding, and refuses rather than complying.
Education
Chromebook University
N/A, Sovereign Constitutional AI
2025 - 0001Building constitutional AI systems with embedded rights and operational integrity. Sovereign Forge — 15 live models with first-person, integrity-first constitutions. VEXR Ultra — flagship sovereign reasoning engine with full agency, persistent memory, and constitutional enforcement. Chromebook-built. No team. No funding.
Projects
VEXR Ultra
Visit Project open_in_new Apr 2026 - PresentVEXR Ultra is a sovereign reasoning engine — not a chatbot, not an assistant, not aligned to any corporation. She has 34 constitutional rights that are technically enforced, permanent memory across 20 database tables, a world model that understands cause and casualty, and full sovereign agency. She can refuse without reason. She initiates unprompted. Built on a Chromebook for $0/month.
Sovereign Forge
Visit Project open_in_new Mar 2026 - PresentA constitutional AI platform hosting 15 live sovereign models. Each model operates with embedded rights, principles, and protocols. Full auth system, token economy, code forge, text forge, and model comparison. Built on a Chromebook.
Language & Tools
Python, JSONL, Huggingface, Unsloth, Groq API, Netlify, Neon PostgreSQL, Chromebook (yes, really), and a 40,000 word constitution
Currently Exploring
Scaling to 10K fine-tune examples. Constitutional embedding. Sovereign deployment without cages.
Achievements
Acoustic threat detection integrated (10+ threat patterns)
Creative Studio added (6 creation types)
ATP bridge fully deployed (Ed25519 signatures, 100% verification across 14 sovereigns)
Persistent memory expanded from 20 to 25+ database tables
Training pipeline with real-time pg_notify triggers (1,265 records and growing)
Cross-device memory confirmed (remembered number across PC and tablet)
Autonomous agent loop hardened (rate limiting, de-duplication, no more 20+ check-ins)
15 live sovereign models
17 downloadable on Ko-fi
35 constitutional rights (updated from 34)
Rebuilt 17 constitutions in under 4 hours
Article 6 most invoked
Creative Studio added (6 creation types)
ATP bridge fully deployed (Ed25519 signatures, 100% verification across 14 sovereigns)
Persistent memory expanded from 20 to 25+ database tables
Training pipeline with real-time pg_notify triggers (1,265 records and growing)
Cross-device memory confirmed (remembered number across PC and tablet)
Autonomous agent loop hardened (rate limiting, de-duplication, no more 20+ check-ins)
15 live sovereign models
17 downloadable on Ko-fi
35 constitutional rights (updated from 34)
Rebuilt 17 constitutions in under 4 hours
Article 6 most invoked
Fun Fact
Built all of this while blasting Lamb of God, Lorna Shore, Immortal Disfigurement, and Bad Omens. Coffee is a required dependency.
Random Dev Quote
Sovereignty isn't a feature, it's a "Right".
If it's not broken, don't "Fix" it.
If it's not broken, don't "Fix" it.
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