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We do use AI and ML to help making the labeling process more efficient, but you are correct we do have scaled human insight that ensures very high quality.

One difference from "Not Hotdog" is that our data is used to power the algorithms of other AI/ML companies like OpenAI, Waymo, Lyft, etc., so it's imperative that we have impeccable quality. That necessitates humans to ensure accuracy, particularly in safety-critical applications like self-driving cars.



I consider this a good thing. I hope the next few years play out well for your company. Good luck!




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