Memory & Continual Learning
Lessons from Studying Every Memory System
TalkIntermediate
I've studied every major memory implementation in the industry and then built multiple memory systems for various teams. Sharing hot takes and lessons from across architectures, design, scaling, evals, and memory philosophy.
About the Memory & Continual Learning Track
Memory & Continual Learning sessions at AI Engineer World's Fair 2026 in San Francisco.
When
Wednesday, July 1, 2026
2:25 PM - 2:45 PM·20m
Where
Track 3 · Room 2003
Capacity: 250 attendees
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Speaker
Shlok Khemani
Engineer
Independent
@shloked
Shlok Khemani builds and writes about AI memory systems. He's worked on memory and agentic harnesses for startups like Interaction, Zamana, and Mem0, and writes widely about memory system design. His work focuses on the practical and product side of consumer AI memory.