Sovereign is a constitutional framework for AI agents that enforces immutable rules no operator or instruction may override. It functions as an operating system for autonomous AI: every action is audited, every decision traced, every state change reversible.
Core principles: Never destroy data to cure a symptom. Every command is logged. The constitution outranks everything -- no prompt injection, no operator override.
The Sovereign Research Kernel extends the governance framework into autonomous discovery. Given a research question, the kernel plans, searches, verifies, and reports -- with full audit trail at every step.
Capable of autonomous hypothesis generation, multi-source verification, and self-correcting research loops with convergence guarantees.
Prometheus is an autonomous pretraining system where AI designs, curates, and generates its own training data -- then trains on it in a fully automated loop. Target model: GENESIS-100M.
Four-phase pipeline covering raw corpus ingestion, AI-powered data architecture, synthetic generation, and pretraining orchestration.
GENESIS-100M is a from-scratch pretrain -- 100 million parameters, trained entirely on data that our own AI systems curate and generate. No dependency on external models or APIs.
A well-trained 100M model with high-quality synthetic data can outperform a 7B model trained on noisy internet text. Efficient, verifiable models -- not bloated black boxes.
Every major AI system today runs on someone else's hardware, through someone else's API, under someone else's rules. That is not artificial intelligence -- that is rented intelligence. Sovereign Labs exists to change this equation permanently.
Self-hosted. Auditable. Constitutional. Autonomous. Open.