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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>TypePilot: Leveraging the Scala Type System for Secure LLM-generated Code · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/2510.11151/</link><description>Collected HN comments and submissions linking this paper.</description><language>en</language><lastBuildDate>Mon, 02 Nov 2026 11:16:22 GMT</lastBuildDate><atom:link href="https://hackerpaper.kaipfister.de/p/2510.11151/feed.xml" rel="self" type="application/rss+xml" /><item><title>TypePilot: Leveraging the Scala Type System for Secure LLM-generated Code — mentioned by still_grokking</title><link>https://news.ycombinator.com/item?id=47957121</link><guid isPermaLink="false">urn:hackerpapers:mention:2510.11151:47957121</guid><pubDate>Thu, 30 Apr 2026 01:49:05 GMT</pubDate><description>&lt;p&gt;That&amp;#x27;s in large parts Scala. It doesn&amp;#x27;t have Hindley-Milner type inference, but it has very strong type inference. We will get linearity soon thanks to and as part of the Capybara[1] effort. Refinement types are already long a reality. The whole new effect tracking thing is based on delimited continuations. The Unison style content addressability comes up now and then, maybe it will become a reality at some point. It&amp;#x27;s though mostly not a language thing but more a build system thing. Scala is already great for for LLMs also for other reasons: https://arxiv.org/html/2510.11151v1 [1]…&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2510.11151/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.CL</category></item><item><title>TypePilot: Leveraging the Scala Type System for Secure LLM-generated Code — mentioned by still_grokking</title><link>https://news.ycombinator.com/item?id=47957018</link><guid isPermaLink="false">urn:hackerpapers:mention:2510.11151:47957018</guid><pubDate>Thu, 30 Apr 2026 01:35:02 GMT</pubDate><description>&lt;p&gt;Why would anybody use a vibe-coded and vibe-desinged language which effectively does not exist yet instead of an established one with such features, like Scala? https://arxiv.org/html/2510.11151v1&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2510.11151/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.CL</category></item></channel></rss>
