Synthetic media is improving, but artifacts remain: inconsistent blinking, stiff jawlines, flattened earrings, and oddly clean backgrounds. Audio clones may clip breaths or smear consonants. Cross-check the source account, look for corroboration, and treat extraordinary footage like a rumor until reputable outlets verify details or context.
Even basic checks cut through haze. Compare skyline shapes on satellite maps, check local forecasts for snow or sun, and scan metadata when available. Consistency across these clues builds confidence; contradictions signal caution. Share your method transparently, inviting others to replicate steps and learn practical verification alongside you.
Not every false video is advanced. Watch for abrupt cuts, awkward zooms, jumpy captions, or cropping that hides critical context. Compare with long-form versions, transcripts, or official recordings. Calling out these simple manipulations - kindly - teaches friends to notice craftsmanship cues instead of only reacting to provocative claims.





