Question: Is a collapse in learning time a possible breakthrough for future, or do we have definitive ~information theoretic bounds for says number of dimensio

Question: Is a collapse in learning time a possible breakthrough for future, or do we have definitive ~information theoretic bounds for says number of dimensions, etc.