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mr. TIM
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
TITANS & MIRAS: real continual learning
MIRAS = a unifying theory of transformers (attention) and state space models (SSM, e.g. Mamba, RNNs)
TITANS = an optimal MIRAS implementation that’s “halfway between” SSM & transformer with a CL memory module
let’s dive in!
https://research.google/blog/titans-miras-helping-ai-have-long-term-memory/
https://research.google/blog/titans-miras-helping-ai-have-long-term-memory/?utm_source=twitter&utm_medium=social&utm_campaign=social_post&utm_content=gr-acct
2025-12-06T16:04:40.430Z