• 2 Posts
  • 215 Comments
Joined 1 year ago
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Cake day: June 23rd, 2023

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  • That’s the thing about automation and training models.

    First, they implement some sort of auto-reporting bot that requires a human to review them. In the beginning, it only about 50% accurate, but as they give it more and more examples of good and bad results through the human reviews, it moves to 80%, then 90%, then 99%, then 99.99% accuracy.

    After a while, the humans on the other end are so numb to the 9999 entries they have to mark as approved that they can barely tell what’s a rejection themselves, and the moderation team is asking itself just what this human review is actually doing. If it’s 99.99% accurate, why not let the bot decide?

    Then, the model moves on from auto-reporting to auto-moderation.














  • If you click on the article, spend two seconds on it, and don’t actually read it, have you actually fulfilled the marketing goals of the web site?

    For one, you haven’t actually read anything, so there’s nothing to register “this is a good web site with good content and I will read their articles in the future”. No reputation bump from it.

    And two, you didn’t have time to actually see the ads, that is, if you didn’t already had an ad-blocker in the first place.

    The goals of clickbait don’t actually align with the goals of their profitability.