Google's Titans Architecture Gives Language Models Persistent Long-Term Memory
A new architecture from Google Research aims to solve one of the fundamental limitations of transformers — the inability to remember beyond the context window.
Google has published research on Titans, a new architecture that gives language models what @LiorOnAI describes as "real long-term memory." Unlike standard transformers, which discard information outside their context window, Titans reportedly introduces a persistent memory mechanism that allows models to retain and recall information across much longer horizons.
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