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    <title>Datenqualität on VikoTool - AI Tools in Focus</title>
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      <title>What ML Veterans With 10&#43; Years of Experience Think You&#39;re Getting Wrong About AI</title>
      <link>https://vikotool.com/en/posts/was-ml-experten-ueber-ki-wirklich-denken/</link>
      <pubDate>Tue, 07 Apr 2026 15:03:26 +0100</pubDate>
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      <description>&lt;h1 id=&#34;what-ml-veterans-with-10-years-of-experience-think-youre-getting-wrong-about-ai&#34;&gt;What ML Veterans With 10+ Years of Experience Think You&amp;rsquo;re Getting Wrong About AI&lt;/h1&gt;
&lt;h2 id=&#34;tldr&#34;&gt;TL;DR&lt;/h2&gt;
&lt;p&gt;A thread on r/MachineLearning asking experienced practitioners what the public misunderstands about machine learning generated 231 comments and a community score of 204 — signaling strong, broad agreement that this conversation is long overdue. The ML community has a very different mental model of AI than the one portrayed in mainstream media. If you&amp;rsquo;ve been forming opinions about AI from news headlines, YouTube hype videos, or press releases, there&amp;rsquo;s a good chance your mental model is wrong in ways that matter. This article breaks down what a thread full of decade-plus veterans is pointing at — and why you should read it yourself.&lt;/p&gt;</description>
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