I see these terms interchangeably in different training and instructional material.
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As I mentioned, "most of Esri's documentation" defines feature layers as a web GIS construct. Esri Support's GIS Dictionary is helpful, but it isn't authoritative, not even with Esri because it is a product of Esri Support and not Esri Development that actually designs and builds the products.
The more authoritative documentation on feature layers is:
This is possibly one of the most helpful tutorials I've seen related to ArcGIS. Thank you so much.