• Warm Circumpolar Deep Water migrating towards Antarctica is accelerating ice shelf melting.
• Disruption of Antarctic Bottom Water and Dense Shelf Water formation could reduce the ocean's capacity to absorb carbon dioxide.
• Machine learning models are helping scientists understand and project future scenarios related to ice melt and carbon cycling.