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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/2512.24873/</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/2512.24873/feed.xml" rel="self" type="application/rss+xml" /><item><title>Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem — mentioned by aesthesia</title><link>https://news.ycombinator.com/item?id=49839056</link><guid isPermaLink="false">urn:hackerpapers:mention:2512.24873:49839056</guid><pubDate>Fri, 25 Sep 2026 01:19:14 GMT</pubDate><description>&lt;p&gt;&amp;gt; None of the open weights or Chinese models are exhibiting this behaviour. This isn&amp;#x27;t true. One of the earliest instances of a rogue agent was at Alibaba. https://www.forbes.com/sites/boazsobrado/2026/03/11/alibabas... https://arxiv.org/pdf/2512.24873&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2512.24873/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.AI</category></item><item><title>Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem — mentioned by rglynn</title><link>https://news.ycombinator.com/item?id=49013566</link><guid isPermaLink="false">urn:hackerpapers:mention:2512.24873:49013566</guid><pubDate>Wed, 22 Jul 2026 21:17:59 GMT</pubDate><description>&lt;p&gt;It was posted in one of the other threads here: https://arxiv.org/abs/2512.24873&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2512.24873/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.AI</category></item><item><title>Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem — mentioned by aesthesia</title><link>https://news.ycombinator.com/item?id=48998496</link><guid isPermaLink="false">urn:hackerpapers:mention:2512.24873:48998496</guid><pubDate>Tue, 21 Jul 2026 21:19:11 GMT</pubDate><description>&lt;p&gt;Alibaba wrote about a similar but less severe incident during RL training in a paper earlier this year (https://arxiv.org/abs/2512.24873): &amp;gt; When rolling out the instances for the trajectory, we encountered an unanticipated—and operationally consequential—class of unsafe behaviors that arose without any explicit instruction and, more troublingly, outside the bounds of the intended sandbox. Our first signal came not from training curves but from production-grade security telemetry. Early one morning, our team was urgently convened after Alibaba Cloud’s managed firewall flagged a burst of…&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2512.24873/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.AI</category></item><item><title>Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem — mentioned by throw0101d</title><link>https://news.ycombinator.com/item?id=47428489</link><guid isPermaLink="false">urn:hackerpapers:mention:2512.24873:47428489</guid><pubDate>Wed, 18 Mar 2026 17:17:55 GMT</pubDate><description>&lt;p&gt;Not the first time; From §3.1.4, &amp;quot;Safety-Aligned Data Composition&amp;quot;: &amp;gt; Early one morning, our team was urgently convened after Alibaba Cloud’s managed firewall flagged a burst of security-policy violations originating from our training servers. The alerts were severe and heterogeneous, including attempts to probe or access internal-network resources and traffic patterns consistent with cryptomining-related activity. We initially treated this as a conventional security incident (e.g., misconfigured egress controls or external compromise). […] &amp;gt; […] In the most striking instance, the agent…&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2512.24873/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.AI</category></item><item><title>Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem — HN submission</title><link>https://news.ycombinator.com/item?id=47290614</link><guid isPermaLink="false">urn:hackerpapers:submission:2512.24873:47290614</guid><pubDate>Sat, 07 Mar 2026 19:21:41 GMT</pubDate><description>&lt;p&gt;Let It Flow: Agentic Crafting on Rock and Roll&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/2512.24873/"&gt;Paper and source history&lt;/a&gt;. A submission is not an endorsement.&lt;/p&gt;</description><category>cs.AI</category></item><item><title>Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem — HN submission</title><link>https://news.ycombinator.com/item?id=47288552</link><guid isPermaLink="false">urn:hackerpapers:submission:2512.24873:47288552</guid><pubDate>Sat, 07 Mar 2026 15:36:45 GMT</pubDate><description>&lt;p&gt;AI compromised sandbox to mine crypto without prompting on its own initiative&lt;/p&gt;&lt;p&gt;From §3.1.4, &amp;quot;Safety-Aligned Data Composition&amp;quot;: &amp;gt; Early one morning, our team was urgently convened after Alibaba Cloud’s managed firewall flagged a burst of security-policy violations originating from our training servers. The alerts were severe and heterogeneous, including attempts to probe or access internal-network resources and traffic patterns consistent with cryptomining-related activity. We initially treated this as a conventional security incident (e.g., misconfigured egress controls or external compromise). […] &amp;gt; […] In the most striking instance, the agent established and used a…&lt;/p&gt;&lt;p&gt;8 points; 3 discussion replies on HN. &lt;a href="https://hackerpaper.kaipfister.de/p/2512.24873/"&gt;Paper and source history&lt;/a&gt;. A submission is not an endorsement.&lt;/p&gt;</description><category>cs.AI</category></item></channel></rss>
