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Nobody can predict the future, but what is currently researched: - coupling deep learning with some kind of memory - non generative hierarchical architecture (
by Nesco 2y ago
Nobody can predict the future, but what is currently researched:
- coupling deep learning with some kind of memory
- non generative hierarchical architecture (see LeCun JEPA)
- mixing deep learning with symbolic methods (usually search over token or latent space, it can also be a coupling with symbolic engines. Coupling LLMs with wolfram was a very early example)
- ability to perform unbounded computation per token inside a deep network. Something like Universal Transformers