
In highly populous, digitally hyper-connected societies like India, manipulated media (Deepfakes) spread through WhatsApp and social networks fast enough to cause massive real-world volatility before fact-checkers can even load the video.
Attempting to build AI models to retroactively "detect" deepfakes is a losing arms race; as soon as the detector gets smarter, the generative AI gets significantly better at evading it. The definitive solution isn't detection—it's Cryptographic Provenance.
Modern software engineering frameworks are moving to adopt standards like the C2PA (Coalition for Content Provenance and Authenticity).
Tackling misinformation requires structurally engineering files to be inherently untrustable unless they carry an unbroken mathematical chain.