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The Missing Step Between Agents and Continual Learning

Liang Wenfeng discusses the interaction between agents and continual learning, focusing on the challenge of selecting trustworthy memories.

Liang Wenfeng's talk highlighted the interaction between agents and continual learning. He emphasized the need for agents to learn over time while addressing the challenge of determining which memories are trustworthy. Understanding failure boundaries and effectively utilizing negative-signal data is crucial for engineers in this evolving landscape.