AI Engineer World's Fair 2026 Memory and Continual Learning Sessions
August 12, 2026
The conference track explores scaling intelligence through continual learning, memory harnesses for long-running agents, and gradient-free adaptation methods. Discussions focus on moving beyond static model intelligence toward expertise via memory systems and enterprise-ready continual learning implementations.
HOW THIS AFFECTS YOU
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builderYou can explore new architectural patterns for long-running agents and memory integration.
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researcherThe sessions cover recent methods in gradient-free continual learning and scaling compute on context.