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Pangram raises $9 million to detect AI-generated content, launching new text and image detection models with over 99% accuracy for identifying AI-assisted writing.
The article discusses how metadata can be used to reveal whether an image is AI-generated, highlighting a method for detecting synthetic content.
A developer shares practical lessons from moving from a single AI image detection model to an ensemble of six models plus non-ML signals in production, highlighting the roles each model plays and the value of disagreement signals. The post also asks the community about retraining cadence and model retirement strategies.