The 2027 AI Paradigm: Open Hardware, Neuromorphic Chips & Edge Intelligence

As frontier LLMs transition from hyperscale datacenters to ultra-low-wattage neuromorphic silicon, open-source hardware architectures are rewriting the boundaries of ambient computation and localized agent reasoning.