Research and field notes

Applied vision AI without the hype

Read practical guidance on camera-based AI, deployment, safety, privacy, and the decisions that shape a workable operational system.
Abstract technology network
01

The Rise of Agentic Vision: Beyond Passive Surveillance

The Rise of Agentic Vision: Beyond Passive Surveillance

October 12, 2025

Learn how agentic vision combines video perception, context, human review, and controlled actions. See how to evaluate it responsibly in real operations.

02

How AI is Revolutionizing Industrial Safety

How AI is Revolutionizing Industrial Safety

September 28, 2025

See where AI video analytics can support PPE, restricted-zone, and visible-hazard workflows. Learn what industrial teams should validate before deployment.

03

Smart Cities and the Privacy Paradox

Smart Cities and the Privacy Paradox

September 15, 2025

A practical guide to purpose limitation, data minimization, edge processing, retention, and oversight for privacy-conscious smart city video analytics.