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

Alignment:

This initiative aligns with DeepFunding’s vision by deploying AI to protect human rights and safety. It leverages SingularityNET for open collaboration with NGOs and experts, allowing shared improvement of predictive models. By prioritizing privacy and ethical data use, it adheres to Beneficial AGI principles of serving humanity. Focusing on vulnerable communities and proactive intervention, it embodies SingularityNET’s commitment to AI for social good. The open, decentralized design and emphasis on community input reflect DeepFunding’s values of inclusive, beneficial AI development.

Problem description

Problem statement:

GBV is a global crisis often unreported until it escalates. Fragmented data across NGOs, healthcare, and law enforcement hinders early trend detection. Communities lack predictive tools to identify escalating risks, leading to late interventions. This reactive response allows GBV to persist, endangering vulnerable groups."

Proposed Solutions

The solution:

This system detects GBV risk signals by aggregating helpline logs, social media, and healthcare records. AI identifies patterns indicating rising abuse, generating geospatial alerts for NGOs and authorities. A secure, anonymous reporting tool lets community members submit tips, prioritized by AI urgency. Collaborative predictive models improve accuracy while safeguarding privacy, enabling proactive intervention."