Topic: seal framework
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MIT's Self-Learning AI Framework Breaks Static Limits
MIT researchers developed SEAL, an AI framework enabling language models to self-teach by generating their own training data and updating instructions, creating a continuous learning loop. SEAL uses a dual-loop reinforcement learning system where the model self-edits its parameters and evaluates ...
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AI That Learns Continuously Without Limits
MIT's SEAL framework enables AI to continuously learn by updating its own parameters and generating synthetic training materials, mimicking human-like learning processes. The approach improves AI performance on tasks like textual analysis and abstract reasoning but faces challenges like catastrop...
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