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    <title>Technology on Misha Velthuis</title>
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      <title>Lessons from the past about lessons from the past</title>
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      <pubDate>Thu, 10 Jul 2025 10:00:00 +0000</pubDate>
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      <description>&lt;p&gt;&lt;a href=&#34;https://www.technologyreview.com/2025/06/11/1118233/amsterdam-fair-welfare-ai-discriminatory-algorithms-failure/&#34;&gt;This&lt;/a&gt; article tells a fascinating story about how the municipality of Amsterdam tried to build an AI model to help officials detect fraud in welfare support. In particular, the article describes how the municipality tried to do it the &lt;em&gt;right&lt;/em&gt;, &lt;em&gt;ethical&lt;/em&gt; and &lt;em&gt;fair&lt;/em&gt; way by &lt;em&gt;avoiding bias&lt;/em&gt;.&lt;/p&gt;&#xA;&lt;p&gt;The article presents many interesting and critical angles, but I still felt like adding my own two cents.&lt;/p&gt;&#xA;&lt;h1 id=&#34;some-direct-thoughts&#34;&gt;Some direct thoughts:&lt;/h1&gt;&#xA;&lt;p&gt;&lt;u&gt;Treating everyone equally&lt;/u&gt;&lt;/p&gt;</description>
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