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PeaceGuard AI: A Multi-Lingual Misinformation Detection and Verification Framework

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PeaceGuard AI: A Multi-Lingual Misinformation Detection and Verification Framework

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Ayomishuga Apr. 2, 2025
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Challenge: AI FOR PEACE CHALLENGE

Industries

Safety and ethicsSocial welfare

Technologies

LLMs & NLP

Tags

DF rules

Description

Misinformation is a potent global disruptor. The rapid dissemination of false narratives erodes trust, exacerbates societal divisions, incites violence, and undermines peacebuilding efforts worldwide.

Detailed Idea

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

This proposal outlines the development of a globally adaptable Artificial Intelligence (AI) framework for multi-lingual misinformation detection and verification, specifically targeting conflict-affected regions. This initiative directly aligns with the Deep Funding AI FOR PEACE ideation by exploring scalable AI solutions to address critical threats to peace and security on a global scale.

Problem description

The challenges posed by misinformation are amplified in conflict-affected regions due to:
1. Heightened Social and Political Tensions: Misinformation can easily exploit existing grievances and fuel further polarization.
2. Fragile Information Ecosystems: Traditional media may be compromised or have limited reach, making communities more susceptible to online falsehoods.
3. Language Diversity
 4. Limited Digital Literacy
5. Difficulty in Verification

Proposed Solutions

The development of "PeaceGuard AI," a globally adaptable AI framework for multi-lingual misinformation detection and verification, designed for deployment in diverse conflict-affected regions. The framework will comprise the following key components, but not limited to:
1. Scalable Multi-Lingual Natural Language Processing (NLP): 
2. Adaptive AI-Powered Misinformation Detection
3. Open-Source Verification Platform: A modular and adaptable platform

Other Ideas From the User

Deep Funding University Network( DFUN)

This proposal seeks to establish a network of Deep Funding University Associations/clubs empowering students and...

Industry
Community and Collaboration
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