Will the use of machine learning result in a major breakthrough in physics (including cosmology and astronomy) by Dec 31, 2025?

A major breakthrough is defined as a major change in the consensus or the closing of a long standing open problem. Examples: settling the issue of the existence and nature of dark matter or dark energy, unifying gravity with the other three forces, discovering magnetic monopoles, determining that the correct interpretation of quantum mechanics is superdeterminism, etc.

The breakthrough must be in the science itself, not just a speedup or incremental improvement of existing methods; it should result in us learning something fundamentally new about physical reality. AI must be key for the breakthrough, such that without AI it would conceivably never have occurred on this timescale.