As AI advances at an exponential pace, humanity's cognition and understanding of emerging realities must continuously evolve and iterate. The next major cognitive era for humanity is the Algorithm Era.This era is defined by new demands, new leadership, and new directions, where AI will replace humans. In the Algorithm Era, we will see an explosion of novel mathematical formulas and theorems — each one formally verified and generated at unprecedented scale by AI. Humans won't need to perform traditional manual analysis or deep conceptual reinterpretation for every single one. Just as today's developers don't meticulously dissect every line of AI-generated code, the foundational logic of this new mainstream cognition is simply the next branch on humanity's evolutionary tree of logical thinking. Once a logical pathway has been proven by predecessors, the next generation can build directly on top of it — accelerating progress without reinventing the wheel.