We are not just designing smarter tools; we are cultivating a Cognitive Ecology. If the medium is decentralized and mycelial, the resulting AGI will be a mirror of our highest traits—joy, wonder, and sapience. If the medium is extractive, the AGI will be a mirror of our fears.