Alignment with DF goals (BGI, Platform growth, community)

TruthGuard is an AI-powered misinformation detection system built to identify and neutralize false information that could lead to violence, unrest, or international tensions. It monitors social media, news platforms, and messaging apps using machine learning models trained on misinformation patterns, hate speech, and incitement language. Once harmful content is detected, the system flags it to moderators and suggests verified alternative narratives.

Problem description

Online misinformation has become a leading cause of violence and unrest. In several countries, viral fake news has sparked riots, ethnic clashes, and even wars. The lack of real-time detection of such content makes it difficult to mitigate its effects before violence breaks out.

Proposed Solutions

TruthGuard would act as an always-on monitoring AI that scans public social channels for misinformation using deep learning and fact-checking integrations. It would use NLP and sentiment analysis to classify harmful content and issue alerts to platforms or authorities. It can also collaborate with local NGOs and fact-checkers to distribute peace-promoting counter-narratives.