In a world increasingly shaped by GenAI, memory becomes an active tool for understanding, not just a static archive of the past. Rather than offering linear predictions, GenAI helps us uncover forgotten narratives, buried assumptions, and long patterns that still influence the present. It allows us to reorganize history across multiple timescales, revealing how emotional resonance, environmental shifts, and cultural habits converge in ways we often overlook. This turns foresight into more than a forward-looking practice. It becomes a form of intentional remembrance, prompting us to ask which stories we carry, which we silence, and how those choices shape what comes next.