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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>TRINITY: An Evolved LLM Coordinator · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/2512.04695/</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/2512.04695/feed.xml" rel="self" type="application/rss+xml" /><item><title>TRINITY: An Evolved LLM Coordinator — mentioned by david_shi</title><link>https://news.ycombinator.com/item?id=48625576</link><guid isPermaLink="false">urn:hackerpapers:mention:2512.04695:48625576</guid><pubDate>Mon, 22 Jun 2026 04:11:09 GMT</pubDate><description>&lt;p&gt;Their research around building a domain specific model is pretty cool, it&amp;#x27;s kind of like Karpathy&amp;#x27;s autoresearch but pointed at deciding the optimal model to use at each step of the inference. If cost becomes an even bigger problem being able to choose &amp;quot;best performance possible&amp;quot; or &amp;quot;strong but cost effective&amp;quot; will be useful. https://arxiv.org/pdf/2512.04695&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2512.04695/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.LG</category></item></channel></rss>
