Real-Time Disaster Response Coordination
During natural disasters, a swarm coordinates information across all affected regions simultaneously - news, government, social media, NGO reports - synthesizing resource needs and situational awareness in real time. Saving lives in the critical first 72 hours.
Research Objectives
Causal Neuro Circuitry
Crisis Intelligence Network is powered by deterministic causal circuits with response workflows—notifications, webhooks, enterprise system integrations, and agent-to-agent coordination.
Modular agentic pipelines - each team member is a purpose-built reasoning chain with tool access, memory, and accountabi…
Causal memory architecture grounded in relativistic geometry. Agents retrieve only what is semantically reachable, not e…
Iterative transformer architectures that trade parameters for compute loops, getting more out of smaller models. Challen…
Every output is auditable. AI proposes, domain experts dispose. No black-box decisions reaching production. Deliberately…
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