Part of me says there's breakdown in the rubber seals, but it could be some residue coming off the frames or the metal above.
By rights you should need to get a close up, face to face look, failing that explain you have some concerns and wish to try a trial on one of the windows,(if using wfp). If you are trad then the job would be easy enough to get a good result.