Praefex is consensus-verified, hash-chained, curriculum-gated machine learning. No retrieval-only RAG, no single-model confidence, no hallucination as the fallback. The data on this page is sanitized but live — every number ticks as the brain produces a new verified thought.
If you know much about programming, you'll really enjoy this.
The brain progresses through five levels: definitions → application → synthesis → cross-domain transfer → generation. Level N+1 stays locked until N is mastered. No leapfrogging.
Each line is a question the brain answered AND defended via PART B reflection scoring (specificity + forward-looking + association-density). Score ≥ 3.5 → preserved. Hash is cryptographic — cannot be retroactively faked.
Events per hour in the append-only manifest. Every event is hash-linked to the previous one.
Multi-node mesh. Thermal governor polls every 2 min; pauses any node that goes hot, resumes when cool.
Every attempt grade-checked by Grok-4.3, triple-verified by Gemini-2.5 on any perfect score. Mastery = 3 perfect compositions per concept. Live by the second.
New entries highlight green for 2 seconds as they land. By-the-second updates.