Outline Routing Protocol Attention
As we create Monty systems with more LMs, it will become increasingly important to be able to emphasize the representations in certain LMs over others, as a form of "covert" attention. This will complement the current ability to explicitly attend to a point in space through motor actions.
For example in human children, learning new language concepts significantly benefits from shared attention with adults ("Look at the -"). A combination of attending to a point in space (overt attention), alongside narrowing the scope of active representations, is likely to be important for efficient associative learning.
Implementation-wise, this will likely consist of a mixture of top-down feedback and lateral competition.
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Updated 2 months ago