MT: This has huge implications for AGI - you guys believe that an AGI must be
programmed for its activities, I contend that free composition instead is
essential for truly adaptive, general intelligence and is the basis of all
animal and human activities).

Ben: Spontaneous, creative self-organized activity is a key aspect of Novamente
and many other AGI designs.

Ben,

You are saying that your pet presumably works at times in a non-programmed way - spontaneously and creatively? Can you explain briefly the computational principle(s) behind this, and give an example of where it's applied, (exploration of an environment, say)? This strikes me as an extremely significant, even revolutionary claim to make, and it would be a pity if, as with your analogy claim, you simply throw it out again without any explanation.

And I'm wondering whether you are perhaps confused about this, (or I have confused you) - in the way you definitely are below. Genetic algorithms, for example, and suchlike classify as programmed and neither truly spontaneous nor creative.

Note that Baum asked me a while back what test I could provide that humans engage in "free thinking." He, quite rightly, thought it a scientifically significant claim to make, that demanded scientific substantiation.

My test is not a test, I stress though, of free will. But have you changed your mind about this? It's hard though not a complete contradiction to believe in a mind being spontaneously creative and yet not having freedom of decision.

MT:  I contend that the proper, *ideal* test is to record
humans' actual streams of thought about any problem

Ben: > While introspection is certainly a valid and important tool for inspiring
work in AI and cog sci, it is not a test of anything.  >

Ben,

This is a really major - and very widespread - confusion. A recording of streams of thought is what it says - a direct or recreated recording of a person's actual thoughts. So, if I remember right, some form of that NASA recording of subvocalisation when someone is immediately thinking about a problem, would classify as a record of their thoughts.

Introspection is very different - it is a report of thoughts, remembered at a later, often much later time.

A record(ing) might be me saying "I want to kill you, you bastard " in an internal daydream. Introspection might be me reporting later: "I got very angry with him in my mind/ daydream." Huge difference. An awful lot of scientists think, quite mistakenly, that the latter is the best science can possibly hope to do.

Verbal protocols - getting people to think aloud about problems - are a sort of halfway house (or better).





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