Meta-Learning
MIT's SEAL Framework: AI Systems That Teach Themselves
MIT researchers introduce SEAL, a framework enabling AI systems to autonomously improve through self-evaluation and learning. The approach combines meta-learning with self-supervised techniques to create systems that identify weaknesses and refine their capabilities.