17min chapter

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

Emergency Pod: Mamba, Memory, and the SSM Moment

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

CHAPTER

Future Developments in AI: Memory Sculpting and Architectural Remixing

This chapter explores the future developments in AI, focusing on two areas: sculpting of memory and remixing and recombining architectures. The speaker discusses the importance of intentional design of training data, challenges in handling long sequences, the impact of training data on memory retention, and the potential of private companies in data creation. They also compare the strengths and weaknesses of attention mechanism and state space models, discuss the emergence of new models, and explore the concept of multiple states in language models.

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