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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/2607.14431/</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/2607.14431/feed.xml" rel="self" type="application/rss+xml" /><item><title>Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel — HN submission</title><link>https://news.ycombinator.com/item?id=48975981</link><guid isPermaLink="false">urn:hackerpapers:submission:2607.14431:48975981</guid><pubDate>Mon, 20 Jul 2026 08:48:06 GMT</pubDate><description>&lt;p&gt;Making models smarter and cheaper at the same time&lt;/p&gt;&lt;p&gt;https://arxiv.org/abs/2607.14431&lt;/p&gt;&lt;p&gt;2 points; 1 discussion reply on HN. &lt;a href="https://hackerpaper.kaipfister.de/p/2607.14431/"&gt;Paper and source history&lt;/a&gt;. A submission is not an endorsement.&lt;/p&gt;</description><category>cs.CL</category></item><item><title>Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel — mentioned by Wetime</title><link>https://news.ycombinator.com/item?id=48975949</link><guid isPermaLink="false">urn:hackerpapers:mention:2607.14431:48975949</guid><pubDate>Mon, 20 Jul 2026 08:45:05 GMT</pubDate><description>&lt;p&gt;https://arxiv.org/abs/2607.14431, s&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2607.14431/"&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>Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel — HN submission</title><link>https://news.ycombinator.com/item?id=48942804</link><guid isPermaLink="false">urn:hackerpapers:submission:2607.14431:48942804</guid><pubDate>Fri, 17 Jul 2026 02:37:51 GMT</pubDate><description>&lt;p&gt;Show HN: KV-Cache Grafting – Boosting frozen 12B LLMs to 93.3% AIME accuracy&lt;/p&gt;&lt;p&gt;&lt;/p&gt;&lt;p&gt;3 points; 0 discussion replies on HN. &lt;a href="https://hackerpaper.kaipfister.de/p/2607.14431/"&gt;Paper and source history&lt;/a&gt;. A submission is not an endorsement.&lt;/p&gt;</description><category>cs.CL</category></item></channel></rss>
