For example Science is very specific and closed with its specific framework, processes, assumptions, limitations, etc.
This is very necessary so that no one can intrude and conflate Science with anything else, e.g. religion, metaphysics, mathematics, etc.
Therefore no one can make a claim is Scientific without qualifying that claim to the Scientific Framework and System of Knowledge.
Thus Science is a CLOSED field of Knowledge.
The above applied in Science is applicable to all other specific fields and frameworks of knowledge, e.g. Mathematics, geometry, logic, legal, economics, psychology, medicines, etc. etc.
What is the critical result from the above is, no subject can claimed they have absolute knowledge of reality which is necessary in preventing theists from claiming God is real absolutely and others of evil to claim the Truth [with capital T].
On the other hand, the ONLY exception is Philosophy-proper which is all encompassing and thus will cover whatever gaps there are within each specific topics. As such Philosophy-proper is OPEN-ENDED without any specific framework.
Btw, one need to differentiate between philosophy-proper and pseudo-philosophy as an academic subject which may include specifics [edited].
But ultimately pseudo-philosophy [closed] is overridden by open-ended philosophy-proper.
Here is how Philosophy is explained as open-ended by Bertrand Russell;
Thus in the application of philosophy of whatever X, it must always end with a question after whatever conclusion is arrived at from its closed-system.Bertrand Russell wrote:Thus, to sum up our discussion of the value of philosophy;
Philosophy is to be studied,
not for the sake of any definite answers to its questions since no definite answers can, as a rule, be known to be true, but rather
for the sake of the questions themselves;
because these questions enlarge our conception of what is possible, enrich our intellectual imagination and diminish the dogmatic assurance which closes the mind against speculation;
but above all because, through the greatness of the universe which philosophy contemplates, the mind also is rendered great, and becomes capable of that union with the universe which constitutes its highest good.
This is in correspondence to the point that reality is open-ended.
Note the commonly asserted phrase 'Philosophy of X[whatever]' i.e. where 'philosophy' can be prefixed to whatever subject one can think of.
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