The vast, mysterious oceans are not only sources of life and resources but also formidable forces capable of unleashing immense destruction. With the global economy increasingly expanding into marine territories, the risk of coastal disasters has grown significantly, contributing to approximately one-third of all natural disaster-related economic losses

The relentless pursuit of resources necessary for technological advancement drives innovation across various sectors. Among these, the mining and extraction of rare metals like indium, crucial for solar panels, LCD screens, and semiconductors, are of paramount importance. Traditionally, geologic exploration has relied heavily on human expertise, geological surveys, and costly, time-consuming physical testing. However, the advent of Artificial Intelligence (AI) is revolutionizing this field, promising to enhance efficiency, accuracy, and ultimately, discovery. This essay will explore the burgeoning role of AI in guiding geologic exploration, focusing on the recent claim by an AI-driven startup of a major Australian indium deposit. It will further discuss the broader implications of this technological shift and highlight key researchers contributing to the advancement of geologic understanding.