Another potential problem is an artifact of specialization. Specialization, can define a lot of detail about a piece of the puzzle. This is very important. But postulating in the context of that detail does not always extrapolate into the correct context of the biggest picture.
Looking at the big picture is different than focusing on a detail in terms of extrapolating theory. Let me demonstrate this with an example. The big picture in this example will be photgraph. What we will do is zoom in and focus on a detail in the picture.
In this case, we see a female face. Athough we can see the details of her face, one is not able to place that face in context of the whole pixture, since you don't know the big picture. We can nevertheless theorize in the context of the details and our expertize. She is a house wife.
In an attempt to prove our detailed theory, we zoom out so more of the picture is seem. Now we notice a young women with sweats clothes, sort of like a dancer. We will need to change our theory, since we can now see her face in the context of a body and clothing; the bigger picture. Next, we try to postulate about this women based on these expanded details. Since she has sweat clothes we postulate she is a person working out at home, since the bias of the housewife lingers.
To test this new theory, we zoom out even more and notice she appears to be in a large room with a wooden floor and there are other females also in dancer sweats. To posulate now, we need to know much more than our specialty, which was faces, since the bigger picture involves faces, bodies, clothes, wood floors, other dancers, etc, thing we may not be fully trained for. You know something about these other things, but feel better in we own habitat where we are an expert. This will bias the theory. Now based on this bigger picture, we she is still a housewife who is trying out for a part in some local dance theatre.
Rather can complete this all the way, via few more zoom outs, to the prima ballerina for a major ballet company, one may notice as the picture zooms out from the speciality piece, to a bigger and bigger picture, the best theory needs to change context. Theories that work fine in a smaller pond may not work in the biggest pond. The specialist may not be able to go all the way into the biggest pond, since he is not trained for that.
The scientists of a century ago had it easier in the sense that there was less science, allowing a better handle on the bigger pictures. For example chemistry and physics had a continuity. Now they use separate ponds, with quarks not having to explain chemical bonding.
Today there is so much data and science, it is harder to define the forest because of the trees. We postulate based on a patch in the forest and call that the universal forest. It is nobody fault, with education not offering a secondary path that starts at the biggest picture and tries to work inward toward the details.
Say we started at the biggest picture of the prima ballerina. This sets the context for everything in the picture. There is less room for speciality postulates that appear to work very well at the level of the detail. Relative to the above example, the very first housewife inference would not have been allowed if we started in the big pond. But it was totally valid in the smallest pond.
Looking at the big picture is different than focusing on a detail in terms of extrapolating theory. Let me demonstrate this with an example. The big picture in this example will be photgraph. What we will do is zoom in and focus on a detail in the picture.
In this case, we see a female face. Athough we can see the details of her face, one is not able to place that face in context of the whole pixture, since you don't know the big picture. We can nevertheless theorize in the context of the details and our expertize. She is a house wife.
In an attempt to prove our detailed theory, we zoom out so more of the picture is seem. Now we notice a young women with sweats clothes, sort of like a dancer. We will need to change our theory, since we can now see her face in the context of a body and clothing; the bigger picture. Next, we try to postulate about this women based on these expanded details. Since she has sweat clothes we postulate she is a person working out at home, since the bias of the housewife lingers.
To test this new theory, we zoom out even more and notice she appears to be in a large room with a wooden floor and there are other females also in dancer sweats. To posulate now, we need to know much more than our specialty, which was faces, since the bigger picture involves faces, bodies, clothes, wood floors, other dancers, etc, thing we may not be fully trained for. You know something about these other things, but feel better in we own habitat where we are an expert. This will bias the theory. Now based on this bigger picture, we she is still a housewife who is trying out for a part in some local dance theatre.
Rather can complete this all the way, via few more zoom outs, to the prima ballerina for a major ballet company, one may notice as the picture zooms out from the speciality piece, to a bigger and bigger picture, the best theory needs to change context. Theories that work fine in a smaller pond may not work in the biggest pond. The specialist may not be able to go all the way into the biggest pond, since he is not trained for that.
The scientists of a century ago had it easier in the sense that there was less science, allowing a better handle on the bigger pictures. For example chemistry and physics had a continuity. Now they use separate ponds, with quarks not having to explain chemical bonding.
Today there is so much data and science, it is harder to define the forest because of the trees. We postulate based on a patch in the forest and call that the universal forest. It is nobody fault, with education not offering a secondary path that starts at the biggest picture and tries to work inward toward the details.
Say we started at the biggest picture of the prima ballerina. This sets the context for everything in the picture. There is less room for speciality postulates that appear to work very well at the level of the detail. Relative to the above example, the very first housewife inference would not have been allowed if we started in the big pond. But it was totally valid in the smallest pond.


