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Peloria’s AI models, forecast and identify the factors associated with change in social phenomena. This includes different forms of violence, misinformation, demographic change, and government policy.

Peloria’s models ingest data representing the natural, built and social world, as well as online language perceptions of it. Factors’ proportionate contribution to model accuracy constitutes the dynamic evidence for clients’ intervention type, scale, location, timing, collaborators and accompanying language and mediums of communication.

Peloria’s distinctive approach utilizes context-specific knowledge, as well as Natural Language Processing (NLP) and Machine Learning (ML) software, to link the complex relationships between change in reality and perceptions of it, drawing on economic, environmental, imagery, traffic, event and other data, alongside social media and news language data.

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