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

1. Deep Funding believes AI should be shaped by everyone and not just tech elites. Serenity Sphere is built on this principle by encouraging community-driven reporting from everyday citizens, creating tools accessible to non-technical users and most importantly enabling non-developers to DO and not just observe.

2. With the emphasis on transparancy, Serenity Sphere is designed to be decentralised which means there will be no monopoly of what sort of data sent to the system however, a proposed ethics board will ensure decisions made by the system are explainable and fair.

3. It is also a part of Deep Funding's goals that AI comes with meaningful societal impact. Serenity Sphere serves this directly by preventing violence, protecting human rights, supporting peacekeeping and post-conflict recovery and helping NGOs and governments act faster and more effectively in tense situations.

Problem description

In today's interconnected world, conflicts are no longer confined to traditional arenas of warfare or isolated disputes. Instead, a multitude of factors such as social media misinformation, rapid communication, and polarised communities have created an environment where tensions can escalate quickly and unpredictably.

Proposed Solutions

Serenity Sphere is an AI-powered platform that integrates real-time data from social media, news outlets, and community reports to detect early signs of conflict. By using technologies such as NLP and predictive analytics, it identifies hate speech and misinformation, delivering actionable insights via dashboards to authorities, NGOs, and community leaders. This proactive system enables timely interventions to defuse tensions and foster collaboration, ultimately promoting lasting peace.