NightFeats @ MMU-RAGent NeurIPS 2025: A Context-Optimized Multi-Agent RAG System for the Text-to-Text Track

In three linesNightFeats, a structured multi-agent RAG system, wins Best Dynamic Evaluation at NeurIPS 2025 (text-to-text track). The pipeline decomposes knowledge synthesis into three phases: retrieval, curation, composition, with temporal-semantic reranking and contradiction reconciliation. Outperforms Claude-SonnetV2 and Nova-Pro on human evaluations.

Summary generated by Claude — human-verified