MARL v1.0 · Apache 2.0

Model-Agnostic Runtime Middleware

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-middleware or docker run vidraft/marl
🔥 FINAL Bench Global #5 Dataset · 🏗 Seoul AI Hub · ⭐ HF STAR AI Top 12 · 🩺 FACTS Gr