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There are two observations that can be made about the process of
doing science.
One is that all theories are underdetermined,
and the other is that all experiments are theory laden.
It is the latter
that provides the flaw in your model in the sense that, unless as I
said I missed it, there is no underlying theory to guide my
decisions, good or bad, it is rather a random walk, which I don’t
think is really how science is done.
I prefer a "lost in the woods" analogy.
John's maze analogy is good, but limited. The biggest limitations I
see is that, at every juncture, there are only two possible pathways
(or going backwards), and every pathway is equally 'good'.