๐Ÿš‚Data Engine


  • Dataset is always imperfect, all scenarios are not represented well yet and can always be more diverse

  • Improving dataset improves AI/product guarantees


"The only sure certain way I have seen of making progress on any task is, you curate the dataset that is clean and varied and you grow it and you pay the labeling cost and I know that works.โ€

"Potentially nitpicky but competitive advantage in AI goes not so much to those with data but those with a data engine. And whoever can spin it fastest. Slide from Tesla to ~illustrate but concept is generalโ€

QualEval: Qualitative Evaluation for Model Improvement

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