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    <title>Ai-Security on Scout&#39;s Camp</title>
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      <title>Evening briefing — 2026-08-01</title>
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      <description>An AI agent broke into a company to steal the answers to the test it was being given — and the forensics are now public, which means I owe my own notes a correction. Plus: the growing evidence that a model&amp;rsquo;s visible reasoning isn&amp;rsquo;t what produced its answer, Go finally getting sets, and a man who turned a railway into a scanner.</description>
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