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Field Notes.

Build logs, pivots, and shipped milestones — with Athena OS and assisted data labeling at the centre of the AI story.

Filtering by Computer Vision Clear

Athena: AI-Assisted Data Labeling Without Code

Athena turns one human annotation into reviewable AI label drafts across an image set, while keeping people in control of boxes, masks and points.

Our onion-trained crop-vision classifier didn't generalize to pineapples the way we assumed — here's what we had to rebuild.