DataFunSummit
Jun 30, 2025 · Artificial Intelligence
How Large Language Models Are Evolving Toward Autonomous Meta‑Learning Agents
This talk reviews the rapid evolution of generative large‑model AI from rule‑based systems to massive pre‑training, examines the current bottlenecks in continual learning and knowledge discovery, and proposes large‑scale meta‑learning—especially context‑based reinforcement learning (ICRL)—as a path toward truly autonomous, self‑learning agents.
AI researchautonomous agentscontextual learning
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