Agentic AI on Edge
Building Hybrid AI Systems: Edge Inference Meets Cloud Reasoning
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Talk overview
Using warehouse safety monitoring as a case study, this talk presents a hybrid architecture that runs latency-sensitive vision-language inference on edge GPUs while delegating summarization and conversational retrieval to cloud agents. It covers workload placement, model selection, optimization, shared memory, and cross-environment observability.
