<?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>Evolving Topics on YanlunAI</title><link>https://yanlunai.com/en/topics/</link><description>Recent content in Evolving Topics on YanlunAI</description><generator>Hugo -- 0.152.2</generator><language>en</language><lastBuildDate>Mon, 24 Aug 2026 10:00:00 +0800</lastBuildDate><atom:link href="https://yanlunai.com/en/topics/index.xml" rel="self" type="application/rss+xml"/><item><title>Long-horizon agents: from answers to sustained work</title><link>https://yanlunai.com/en/topics/long-horizon-agents/</link><pubDate>Mon, 24 Aug 2026 10:00:00 +0800</pubDate><guid>https://yanlunai.com/en/topics/long-horizon-agents/</guid><description>Tracking memory, state, tool use, recovery, and human intervention in long-running tasks.</description></item><item><title>AI coding and human collaboration</title><link>https://yanlunai.com/en/topics/ai-coding/</link><pubDate>Sun, 23 Aug 2026 10:00:00 +0800</pubDate><guid>https://yanlunai.com/en/topics/ai-coding/</guid><description>How delegation, verification evidence, and expertise determine the real return from coding agents.</description></item><item><title>Inference efficiency and model routing</title><link>https://yanlunai.com/en/topics/inference-routing/</link><pubDate>Sat, 22 Aug 2026 10:00:00 +0800</pubDate><guid>https://yanlunai.com/en/topics/inference-routing/</guid><description>Moving beyond one benchmark to task quality, latency, throughput, and cost per successful task.</description></item><item><title>Trustworthy agents and system security</title><link>https://yanlunai.com/en/topics/trustworthy-agents/</link><pubDate>Fri, 21 Aug 2026 10:00:00 +0800</pubDate><guid>https://yanlunai.com/en/topics/trustworthy-agents/</guid><description>Designing for prompt injection, permission boundaries, tool side effects, and high-risk actions.</description></item></channel></rss>