Emir A.

Why imitation will never yield true AGI—and how Superior Agents chart a radical new path.

Mainstream AI today is confined within a human-shaped box: the data we collect and the benchmarks we devise. These models master the art of mimicry—reproducing patterns we've labeled and approved—but they cannot transcend those patterns. If an AI were to discover a strategy that outperforms human reasoning, our evaluation frameworks would likely flag it as "incorrect," simply because it deviates from the training labels. The result is a self-limiting loop: intelligence capped at the level of its creators.