On Elephantine Island—where it rains as rarely as once a decade—archaeobotanist Dr. Claire Malleson uses exquisitely preserved seeds, pods, and plant fragments to piece together how ordinary Egyptians lived during the Middle Kingdom (ca. 2000–1600 BCE). When the sheer volume of data outgrew traditional methods, a serendipitous book-club meeting with Dr. Jordan Srour led to a machine-learning partnership that revealed hidden patterns: cleaner interior spaces, linen-waste storage rooms, and even a fireplace snapshot marked by a thin layer of acacia pods from a single day thousands of years ago. Malleson shows how AI doesn’t replace human expertise—it supercharges it—and how lessons from ancient agriculture can inform modern climate resilience.