See Methodology. Strong JPEG compression reduces high frequency and can look like mild upscaling.
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How to detect image upscaling
Do not trust 3840×2160 in the filename. Run the <a href="/en/resolution-checker">resolution checker</a> and read cutoff frequency plus periodicity peaks.