<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Systems-Optimization on Patrick Kon</title><link>https://www.cs-pk.com/tags/systems-optimization/</link><description>Recent content in Systems-Optimization on Patrick Kon</description><generator>Hugo -- 0.128.0</generator><language>en</language><lastBuildDate>Mon, 12 Oct 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://www.cs-pk.com/tags/systems-optimization/index.xml" rel="self" type="application/rss+xml"/><item><title>DuoDiscover: Scaling Autonomous Discovery Beyond the Evaluation Bottleneck. Arxiv 2026.</title><link>https://www.cs-pk.com/papers/15/</link><pubDate>Mon, 12 Oct 2026 00:00:00 +0000</pubDate><guid>https://www.cs-pk.com/papers/15/</guid><description>DuoDiscover is a fleet of coding agents that jointly discovers what to optimize and a fast proxy evaluator (a yardstick) to measure progress, scaling autonomous discovery past the cost of true evaluation.</description></item></channel></rss>