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    <title>Binding on Programmer.ie: Modern AI programming</title>
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      <title>The Agent Cannot Grade Its Own Homework</title>
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      <pubDate>Mon, 14 Sep 2026 05:00:21 +0100</pubDate>
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      <description>&lt;p&gt;&lt;em&gt;Part 4 — Make It Safe and Verifiable&lt;/em&gt;&lt;/p&gt;&#xA;&lt;h2 id=&#34;the-patch-that-passed&#34;&gt;The patch that passed&lt;/h2&gt;&#xA;&lt;p&gt;&lt;strong&gt;Constructed scene.&lt;/strong&gt; A patch arrives with a note: “all tests pass.” The note is confident and unchanged while you read it. Then you run one small check against the actual file, and it fails.&lt;/p&gt;&#xA;&lt;p&gt;Keep both in front of you. The sentence says success. The command says failure. One of them examined the artifact; the other one is a report about it. The reader who can point to which is which already understands this chapter.&lt;/p&gt;</description>
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