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cs.AI2026
A Consensus-Driven Multi-LLM Pipeline for Missing-Person Investigations
Joshua Castillo, Ravi Mukkamala
The first 72 hours of a missing-person investigation are critical for successful recovery. Guardian is an end-to-end system designed to support missing-child investigation and earl…
cs.AI2026
Interpretable Markov-Based Spatiotemporal Risk Surfaces for Missing-Child Search Planning with Reinforcement Learning and LLM-Based Quality Assurance
Joshua Castillo, Ravi Mukkamala
The first 72 hours of a missing-child investigation are critical for successful recovery. However, law enforcement agencies often face fragmented, unstructured data and a lack of d…