Chapter 5 Bayesianism:
How It Works Part A
Thomas Bayes
The best answer to the problem of what human
minds and human knowing are is that we are really all Bayesians. On
Bayesianism, I can build a universal moral system. So what is
Bayesianism?
Thomas Bayes' theory of how humans form
tentative beliefs and gradually turn those beliefs into concepts has been given
several mathematical formulations, but in essence it says a fairly simple
thing. You tend to become more convinced of the truth of a theory or model of
reality the more that you keep encountering bits of evidence which, first,
support the theory and, second, can't be explained by any of the competing
models of reality that your mind already holds. (A fairly accessible
explanation of Bayes Theory is on the Cornell U. Math department website.)
(1.)
But under the Bayesianism view, we never claim
to know anything for certain. We simply hold most firmly a few beliefs that we
consider very highly probable, and we use them as we make decisions in our
lives. We then assign to our other, more peripheral beliefs, lesser and lesser
degrees of probability, and we keep tracking the evidence supporting or
disconfirming all of our beliefs constantly. We accept as given that all
beliefs, at every level of generality, need constant review and updating, even
the ones that seem for long periods to be working well at guiding us to handle
real life.
The more that a new theory enables a mind to
establish coherence within its whole conceptual system and all its sets of
sense-data memories, the more reasonable the theory seems. If the evidence
favoring the theory mounts, and its degree of consistency with the rest of the
beliefs and memories in the mind also grows, then finally, in a leap of
understanding, the mind promotes the theory up to the status of a concept and
incorporates the new concept into its total stock of thinking machinery.
At the same time, the mind nearly always has
to demote to “inactive” status some formerly held beliefs and concepts which
are not commensurable with the new concept and so are judged to be less
efficient in enabling the mind to organize and use its total stock of memories.
This is especially true of all mental activities involved in the kinds of
thinking that are now being covered by the new model or theory. For example, if
you absorb and accept a new theory about how your immune system works, that idea,
that concept, will inform every health-related decision that you make
thereafter.
In life, examples of the workings of
Bayesianism can be seen all of the time. All we have to do is look closely at
how we and the people around us “make up our minds”.
When I was in junior high school, I used to
be bused, in June every year, along with the other students of my junior high
school, to the all-city track meet at a stadium in West Edmonton. Student
athletes from all of the big junior high schools in the city came to compete in
the biggest track meet of the year. Its being held near the end of the school
year, of course, added to the excitement of the day.
A few of the athletes competing came from a
special school that educated and cared for those kids that today would be
called “mentally challenged”. In my grade nine year, three of my friends and I,
on a patch of grass off to one side of the bleachers, did a mock cheer in which
we shouted the name of this school in a short rhyming chant, acted like we were
trying to do some chorus line kicks in step, crashed into each other and fell
down. I should make clear that I did not get that cruel an attitude from my
home. My parents would have been appalled. But fourteen year olds can be cruel.
The problem was that one of the prettiest and
smartest girls in grade nine at my school was in the bleachers, watching field
events in a lull between track events. She and two of her friends happened to
catch our little routine. By the glares on their faces, I could see that they
were not amused. Later that day I learned that though she had an older brother
who had gone to our school, done very well academically, she also had a younger
brother who was a Down’s Syndrome child.
I apologized lamely the next day at school,
but I could see that I’d lost all chance with her. However, she did say one
thing that stayed with me. She told me that if you form a bond with a mentally
retarded person (“retarded” was still what we called them in those days), you will
soon realize that you have made a friend whose loyalty, once won, is unchanging
and unshakeable. Probably, the most loyal friend that you will ever have. And
that realization will change you.
Francis Galton
(originator of Eugenics)
It was the proverbial “thin edge of the
wedge”. Earlier, I had absorbed some of the ideas of the pseudo-science called
“Eugenics” from one of my friends at school, and I had concluded that there was
nothing of value that the mentally challenged could give to the community and a
great deal that they inevitably take out of the community. What Anne said made
me begin to question those assumptions.
Over years of seeing movies like “A Child Is
Waiting” and “Charlie”, and of being exposed to awareness-raising campaigns by
families of the mentally challenged, I began to see them in a different light.
Over the decades, they came to be called “mentally handicapped” and then “mentally
challenged”, and the changing of the terminology did matter. It changed our
thinking.
I became a teacher, and then, in the middle
of my career, mentally challenged kids began to be integrated into the public
school where I taught. Then, I saw what they could teach the rest of us, just
by being themselves.
Tracy was severely handicapped, in multiple
ways, mentally and physically. Trish, on the other hand, was a reasonably
bright girl who had huge rage issues. She beat up other girls. She stole. She
skipped classes. She smoked pot behind the school. But when Tracy came to us,
Trish proved in a few weeks to be the best with Tracy of any of the students in
the school. Her attentiveness and gentleness were humbling to see. In Tracy,
Trish found someone who needed her, and for Trish, it changed everything. As I
watched them together one day, it changed me. Years of persuasion and
experience, by gradual degrees, finally, got to me. I saw a new order in the
community in which I lived, a new view of inclusiveness that gave coherence to
years of observations and memories.
Today, I believe the mentally challenged are
just people. But it was only grudgingly at fourteen that I even began to
re-examine my beliefs about them. At fourteen, I liked believing that my mind
was made up on every issue. Only years of gradually growing awareness led me to
change my view. A new thinking model, gradually, by accumulation of evidence,
came to look more correct and useful to me than the old model. Then, in a kind
of conversion experience, I switched models. Of course, by gradual degrees,
through exposure to reasonable arguments and real experiences, I and a lot of
other people have come a long way on this issue from what we were in 1964.
Humans can change.
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