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Author

Shravya Shetty

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#artificial intelligence Preprint Oct 2026

Google Earth AI Geospatial Reasoning Agent: Capabilities and a Systematic Evaluation

Google Earth AI is a family of geospatial AI models, together with an agent that orchestrates them. We present this agent, Google Earth AI's Geospatial Reasoning agent (GRA), a Gemini-powered research system that combines geospatial data sources, foundation models, and tools to answer questions about our planet. GRA or...

N. Slonim, Aviv Slobodkin, Gil Fidel et al. · 0 citations
#machine learning Preprint Oct 2026

Planetary Geospatial Foundation Models: A New Paradigm for Global Public Health

The efficacy of traditional disease prediction is limited by spatial gaps and temporal lags, which impact the timing and targets of resource deployments. Outbreaks escalate undetected, chronic disease burdens are quantified years later, and at-risk populations in data-sparse regions remain unaddressed. Planetary geospa...

Arbaaz Muslim, Aviv Slobodkin, Katherine Wheeler-Martin et al. · 0 citations
#artificial intelligence Preprint Aug 2026

Planetary Prediction Engine: Autonomous Geospatial Prediction via Intelligent Data Selection and Foundation Model Embeddings

By combining autonomous multimodal planetary data discovery with targeted model optimization, PPE lowers the technical barrier to planetary-scale analytics, enabling rapid, customized, expert-level deployment.

Evelyn Ma, Rama Kumar Pasumarthi, Kishwar Shafin et al. · 0 citations

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