AIBullisharXiv – CS AI · 8h ago7/10
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Think it, Run it: Autonomous ML pipeline generation via self-healing multi-agent AI
Researchers have developed a multi-agent AI system that autonomously generates machine learning pipelines from datasets and natural-language instructions, achieving 84.7% success rate across 150 diverse tasks. The architecture integrates self-healing mechanisms and adaptive learning to reduce manual development time and improve robustness.