Doug,
The central executive was proposed by the neuroscientists Baddeley & Hitch, not by AI
researchers. There is nothing "machine-like" in the idea, by itself. Without
something like it, there is no way to explain how a huge tangle of neurons could act
together and coordinate their efforts to support a common effort.
It reminds me of a neighboring town (to my residence in Croton on Hudson, NY), which was
doing some major developments without hiring a general contractor. They thought that
their local town employees could schedule all the processes. It turned out to be a total
disaster. All the subcontractors did their tasks in a random order, each one interfering
with some of the others, and causing a major mess. There were lawsuits back and forth,
and the town management was found guilty and had losses that were many times greater than
the cost of hiring a general contractor.
It is certainly true that there is a huge amount of computation going on in the brain that
is below conscious awareness. Most of that is done by the cerebellum (little brain),
which is physically much smaller than the cerebral cortex. But it contains over four
times the number of neurons. In effect, the cerebellum behaves like a GPU (Graphics
Processing Unit) which is a superfast, highly specialized processor for all the perception
and action that takes place without conscious awareness.
For example, when you're walking down the street talking on your cell phone, the
cerebellum is monitoring your vision, muscles, and strides -- until you step off the curb
and get run over by a bus. That's why you need a central controller to monitor and
coordinate all the processes.
Sharks and dolphins are about the same size and they eat the same kind of prey. Sharks
have a huge cerebellum and a small lump for a cerebellum. Dolphins have a huge cerebral
cortex and a huge cerebellum. They are as agile as sharks, but they can plan,
communicate, and coordinate their activities. When the food is plentiful, they can both
eat their fill. But when it's scarce, the dolphins are much more successful.
Please look at the citations in my previous note and the attached Section7.pdf. The
cycle of abduction, induction, testing, and induction depends on a central executive that
is responsible for planning, coordinating, and integrating those steps of conscious
feeling, thinking, reasoning, and acting. With a central executive, an AI system would
be more intelligent. But much, much more R & D would be required before anything
could be called "Artificial General Intelligence" (AGI). That's why I have
very little faith in anything called AGI.
John
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From: "doug foxvog" <doug(a)foxvog.org>
Subject: Re: [ontolog-forum] The central executive
On Wed, April 10, 2024 14:07, John F Sowa wrote:
In today's ZOOM meeting, I objected to the term
'neuro-symbolic hybrid' of
artificial neural networks (ANNs) with symbols. Hybrids simply relate two
(sometimes more) distinctly different things. But all the processes in
the mind and brain are integrated, and they all operate continuously in
different parts of the brain, which are all monitored and controlled by a
central executive. ...
This seems to me to be modeling the body as a machine and not an accurate
description.
There are a wide variety of processes in the mind and brain -- many
processes in the brain occur independently without being integrated either
with each other or with the mind. I am excluding standard cellular level
processes that go on in every cell and the processes of the circulatory
system in the brain. Every neuron regularly chemically interacts with
adjacent neurons & passes electrical signals along its surface.
As far as i understand, much that goes on in the brain we are unaware of,
neurohormone production, for example. Sensory input processing does not
seem to be integrated with a number of other processes. I have seen no
evidence of a central executive in the brain that monitors and controls
all the other processes. I'm not sure how such a central executive could
have evolved.