Stephen Thaler’s Imagination machine has improved everything from a toothbrush to warheads. It has even composed a music album called “Songs of the Neurons”. How does this work? He uses an artificial neural network. These networks “dream” based on what they know. Random “noise” triggers the machines to dream. One neural network is stimulated via computational ‘heat”. While another is a “perceptron” watching the stream of ideas. The perceptron micromanages the heat in order to generate betters ideas. These “imagitron” networks are not written by humans but are self-assembled.
How much should we trust these AI machines? Should we let them diagnose illnesses? Machines can store and know more about a wide variety of illnesses. They should be better at diagnosing illness. If we let all the doctors go away and rely on the AI machines, then what happens if one of the AI machines produces invalid responses? Do we even notice?
The technology to implement this is here. But we need to deal with the moral implications before proceeding.
http://wfs.org/May-June09/Thalerpage.htm