Pohon169 emerges as a groundbreaking advancement in the realm of tree-based artificial cognition. This novel structure leverages the potential of decision trees to achieve significant results across a diverse range of tasks. Pohon169's {uniquestrategy to tree construction and training enables it to efficiently learn intricate patterns within data,