The conversation between Krish Palaniappan and AJ Bubb offers a sharp lens into how AI is reshaping not just software development, but the very nature of work, differentiation, and expertise. At its core is a grounded but often misunderstood idea: AI is not replacing human capability, it is amplifying it. AJ frames this as “human plus AI,” where machines accelerate execution while humans remain responsible for direction, intent, and judgment. This distinction becomes critical in the context of “vibe coding,” where AI takes over much of the mechanical effort of building software.