When should an AI system act instead of just classify?
A practical view of the jump from perception to decision and from decision to operational action.
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Articles
Upcoming writing on AI systems that perceive, reason, and act across workflows, documents, and visual environments.
What sports tracking teaches about real-world AI systems
Tracking players is only one part of the challenge. Reliable systems need context, temporal reasoning, and usable outputs.
Drafting nowHow to think about AI decisions in telecom and infrastructure
Spatial optimization and visual evidence create a useful lens for designing AI systems that work beyond the screen.
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