Cf: Theme One Program • Motivation 4
https://inquiryintoinquiry.com/2018/05/20/theme-one-program-motivation-4/

All,

From Zipf’s Law and the category of “things that vary inversely to frequency”
I got my first brush with the idea that keeping track of usage frequencies
is part and parcel of building efficient codes.

In it’s first application the environment the Learner had to learn
was the usage behavior of its user, as given by finite sequences of
characters from a finite alphabet which might as well be called “words”
and as given by finite sequences of those words which might as well be
called “phrases” or “sentences”.  In other words, Job One for the Learner
was the job of constructing a “user model”.

In that frame of mind we are not seeking anything so grand
as a Universal Induction Algorithm but simply looking for
any approach that gives us a leg up, complexity wise, in
Interactive Real Time.

Resource
========

• Survey of Theme One Program
https://inquiryintoinquiry.com/2020/08/28/survey-of-theme-one-program-3/

Regards,

Jon
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