The escalating requirement for artificial intelligence is prompting a critical re-evaluation of its ecological impact. Traditionally, the emphasis has been on capability, often at the cost of energy consumption. However, a groundswell movement towards "sustainable AI" is now receiving momentum. This paradigm stresses minimizing power application, d