AI image generation has improved to the point where the old advice — count the fingers — no longer reliably works. Detection keeps getting harder, so the most valuable skill is verifying claims regardless of how convincing the image looks.
Visual clues that still sometimes work
- Text inside the image — signboards, number plates and book covers often come out garbled.
- Hands and teeth — improved, but still where errors cluster.
- Backgrounds — faces and patterns away from the subject often break down.
- Light and shadows falling in inconsistent directions.
- An oddly perfect look — skin without pores, lighting too even.
Treat these as prompts to investigate, never as proof either way.
The checks that actually work
Reverse image search is the single most useful tool. Upload the image and see where else it appears — if a breaking-news photo has been online for years, you have your answer. This also catches the most common form of misinformation in India, which is not AI at all but real old photographs recycled with false captions.
Check whether real outlets are reporting it. If something dramatic genuinely happened, established news organisations cover it. If a shocking claim appears only on social media and forwards, that absence is itself the signal.
Look at the source account — created recently, posting constantly on one inflammatory theme, no identifiable person behind it.
Use Indian fact-checking services. If something is going viral, it has often already been checked.
The WhatsApp forward problem
Most misinformation reaching Indian families arrives as a forwarded message from a relative who trusts it. Check the forwarded many times label WhatsApp adds to widely circulated messages, and treat any message urging you to share immediately as suspect — urgency to share is a manipulation technique, not a sign of importance.
Emotional manipulation is the real tell
The most reliable indicator has nothing to do with pixels. Misinformation is engineered to make you feel something strongly and immediately — outrage, fear, vindication. If a piece of content makes you want to share it right now, that reaction is the designed effect. Pausing two minutes to verify is the single most effective defence, and it works even against content you cannot visually detect.
What to do about it
Verify before forwarding, correct family members gently and privately, and accept that visual detection will keep getting harder — which is exactly why source verification, not image inspection, is the skill worth building.
