Pretty sure I’m not doing anything out of the ordinary here, but these images are flipping and or rotating.
I took them on my cellphone camera.
They look fine in Windows, and when opened in Photoshop.
And they look fine in LayOut.
When they are PDFd the PDF shows them rotating 180deg.
The one image that is the correct way up is unique - it’s a screenshot from Google Streetview.
When I edited one of the upside down images (Flipped Vertical axis), in Layout it appears flipped Horizontally (correct Up & down, but mirrored)
Also, when attempting to Update a LayOut image reference while an image is open in Photoshop (2022) it can cause LayOut to Crash (instant quit, no error message or bugsplat).
Phone cameras tend to add all sorts of data, which is why they orientate correctly on a phone but not on a screen. You see it all the time with people adding images directly from their phone, they are rotated or upsidedown.
Too true, we do live on the best side of the would, just don’t tell them.