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Listening to the Technology

Carver Mead’s deepest methodological commitment: the discipline of attending ruthlessly to what the physics actually permits and prefers—designing along the grain of what the material does naturally rather than imposing on it a preconceived idea of how things ought to work.
The instruction is simple in form and demanding in practice: listen to the technology, find out what it is telling you. Carver Mead coined the phrase as a description of his own engineering method, but it functions as a philosophy of technology that cuts directly against the dominant culture of modern AI. To listen to the technology is to attend to what the physics actually makes easy and what it resists, to discover the grain of the material and design along it rather than forcing the computation through a general-purpose bottleneck. The discovery that a subthreshold transistor behaves like a neuron was an act of listening: Mead noticed what the silicon was doing when run gently, rather than forcing it into the saturated on-off switching that neuromorphic engineering rejected. The brute-force scaling culture of modern AI proceeds in the opposite direction: take an architecture, pour in more data and compute, and let optimization
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