Beyond the Binary: DARPA’s INSPIRE Program Challenges the Computer Model of the Brain

  Introduction: Challenging the “Brain as Computer” Orthodoxy For decades, neuroscience and artificial intelligence have been guided by a powerful and intuitive metaphor: the brain as a digital computer. In this model, neurons act like transistors, firing discrete electrical spikes that encode, process, and transmit information. This framework has shaped everything from neural network theory…