Google Research introduces Titans architecture and MIRAS framework, enabling AI models to handle massive contexts (2+ million tokens) through dynamic memory updates during runtime. Unlike traditional transformers with quadratic scaling costs or RNNs with fixed-size compression, Titans uses a deep neural network as a long-term
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