Physical experiments vs "thought experiments" or Richard Feynman vs Albert Einstein

From Richard Feynman: if a real experiment is not carried out, one cannot deduce any conclusion about some theoretical hypothesis (neither confirmation nor invalidation) .

In this case, how did a genius like Albert Einstein come to justify his assumptions to others with several "thought experiments" which are in fact only an "imaginary reality"?

This is the ultimate paradox of one who is considered by many to be the greatest scientist of the twentieth century.

What do you think about the "situations" described in the following points (1) and (2):

(1) Richard Feynman quotation from:

https://fs.blog/2009/12/mental-model-scientific-method/

" In general we look for a new law by the following process. First we guess it. Then we compute the consequences of the guess to see what would be implied if this law that we guessed is right. Then we compare the result of the computation to nature, with experiment or experience, compare it directly with observation, to see if it works. If it disagrees with experiment it is wrong. In that simple statement is the key to science. It does not make any difference how beautiful your guess is. It does not make any difference how smart you are, who made the guess, or what his name is – if it disagrees with experiment it is wrong. That is all there is to it."

(2) Einstein's thought experiments from:

https://en.wikipedia.org/wiki/Einstein%27s_thought_experiments#Background:_Einstein_and_the_quantum

"A hallmark of Albert Einstein's career was his use of visualized thought experiments as a fundamental tool for understanding physical issues and for elucidating his concepts to others".

"A thought experiment is a logical argument or mental model cast within the context of an imaginary (hypothetical or even counterfactual) scenario. A scientific thought experiment, in particular, may examine the implications of a theory, law, or set of principles with the aid of fictive and/or natural particulars (demons sorting molecules, cats whose lives hinge upon a radioactive disintegration, men in enclosed elevators) in an idealized environment (massless trapdoors, absence of friction). They describe experiments that, except for some specific and necessary idealizations, could conceivably be performed in the real world.

As opposed to physical experiments, thought experiments do not report new empirical data. They can only provide conclusions based on deductive or inductive reasoning from their starting assumptions. Thought experiments invoke particulars that are irrelevant to the generality of their conclusions. It is the invocation of these particulars that give thought experiments their experiment-like appearance. A thought experiment can always be reconstructed as a straightforward argument, without the irrelevant particulars. John D. Norton, a well-known philosopher of science, has noted that "a good thought experiment is a good argument; a bad thought experiment is a bad argument".

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