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As usual excellent posts.Just want to add a few more. Here is...

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    As usual excellent posts.
    Just want to add a few more. Here is the research paper done by Google recently focusing on the data quality for AI industry.

    From the abstract,
    "We discuss HCI opportunities in designing and incentivizing data excellence as a first-cl ass citizen of AI, resulting in safer and more robust systems for all."

    I believe all other tech giants will think the same. SSL is vital and will be the future but it requires enormous computing power and not every company will have the resource and access to the core algorithm, thus in the near future 5 - 10 years high quality human annotated data is still required.


 
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