Frontier AI can't label robot video
Why it matters
Concept's Oct 12 eval with Mecka on 200 egocentric clips: Mecka's specialized labeling model hit 79.5% fully correct vs GPT-6 Astra (max) at 43.5% as the best frontier. Specialized models plus humans in the loop still win for robot training data.
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