The 3rd approach after fine-tuning & RAG — restructure reasoning at runtime, not model weights.
5-stage multi-agent pipeline · 70%+ hallucination reduction · One line to integrate with any LLM.
70%+
Hallucination ↓
9
Emergence Engines
5,538
Creative Seeds
2M+
MAU
1,500+
Public AI
🔍HypothesisS1
→
⚡SolverS2
→
🔎AuditorS3
→
🛡️VerifierS4
→
✨SynthesizerS5
pip install marl-middlewareordocker run vidraft/marl