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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Measuring the Permission Gate: A Stress-Test Evaluation of Claude Code's Auto Mode · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/2604.04978/</link><description>Collected HN comments and submissions linking this paper.</description><language>en</language><lastBuildDate>Sun, 08 Nov 2026 05:37:00 GMT</lastBuildDate><atom:link href="https://hackerpaper.kaipfister.de/p/2604.04978/feed.xml" rel="self" type="application/rss+xml" /><item><title>Measuring the Permission Gate: A Stress-Test Evaluation of Claude Code's Auto Mode — mentioned by RossBencina</title><link>https://news.ycombinator.com/item?id=50410647</link><guid isPermaLink="false">urn:hackerpapers:mention:2604.04978:50410647</guid><pubDate>Sun, 08 Nov 2026 05:25:54 GMT</pubDate><description>&lt;p&gt;Yes, furthermore in practice auto mode does not appear to provide anything approaching deterministic gating: &amp;quot;Measuring the Permission Gate: A Stress-Test Evaluation of Claude Code&amp;#x27;s Auto Mode&amp;quot; https://arxiv.org/abs/2604.04978 (Shared by hkalbert71 the other day in: https://news.ycombinator.com/item?id=50387838)&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2604.04978/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.SE</category></item><item><title>Measuring the Permission Gate: A Stress-Test Evaluation of Claude Code's Auto Mode — mentioned by hkalbert71</title><link>https://news.ycombinator.com/item?id=50388675</link><guid isPermaLink="false">urn:hackerpapers:mention:2604.04978:50388675</guid><pubDate>Fri, 06 Nov 2026 05:50:18 GMT</pubDate><description>&lt;p&gt;I haven&amp;#x27;t found a comprehensive independent code audit of Claude Code&amp;#x27;s full permission implementation. Anthropic&amp;#x27;s documentation does distinguish permission rules and pre-tool hooks from model instructions. It also documents OS-enforced sandboxing for shell commands, which has a narrower scope than all agent actions. An independent stress-test of Auto mode is available here: https://arxiv.org/abs/2604.04978. It&amp;#x27;s a behavioral evaluation, not a source-code audit. The important question is whether every state-changing action passes through an enforceable boundary before execution, including…&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2604.04978/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.SE</category></item></channel></rss>
