This article focuses on the epistemological foundations of behavioral reasoning in self-preferencing cases. Drawing from philosophy of knowledge and statistical inference, the article shows why behavioral claims about consumer choice and platform influence require careful methodological grounding. The author emphasizes that behavioral economics is not itself a unified theory, but a set of empirically grounded deviations from rational choice assumptions that must be tested through proper comparat
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