The speaker reflects on the awe-inspiring moment when they discovered that a machine (chess computer Deep Blue) could perform what they had always thought of as a uniquely human skill - intelligence. It challenged their previous understanding of memory, patterns, intuition, guts, and instinct all working together, and wonders if the human mind is not simply a set of algorithms.