Emerging Opportunities & Research Questions

A research-oriented collection to monitor durable AI trends, surface research questions, and turn experiment ideas into strategic insight.


Checklist

Edge & On-Device AI Evaluation Checklist

Interactive checklist and evaluation worksheet to determine whether and how to deploy AI models on edge and mobile devices. Covers latency, throughput, device constraints, model size, compression strategies, privacy and data minimization, offline behavior, update and rollback plans, monitoring, and a simple feasibility score to guide go/no-go decisions.

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