Work photos are AI's first mile: if capture is wrong, no model can recover

arnabdotorg · x · 2026-10-15

RelanticAI argues real-world work photos are AI's first mile: if capture is wrong, no model can reason its way back. Yet field data is locked away and barely labeled — thousands of photos per job with one label per packet, and no one knows what a model should see in each. Their benchmark pairs frames with procedural Blender 3D scenes for evaluation.

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