<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/5bb95731f8294bb39084adae3ca1571b&quot; frameborder=&quot;0&quot; width=&quot;1730&quot; height=&quot;1297&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1297</height><width>1730</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1297</thumbnail_height><thumbnail_width>1730</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/5bb95731f8294bb39084adae3ca1571b-4c6d7c5458cda4f9.gif</thumbnail_url><duration>123.659</duration><title>[Feature Tutorial] AI Agent Features for Kernel Analysis and Comparison</title><description>In this video, I demonstrate our AI agent features that integrate with NC Rep, allowing developers to analyze and compare their kernels. I show how to add an NC Rep file to the chat context, which automatically extracts the SAS, PTX, and session details for analysis. I specifically compare two kernels, checking if they are persistent and the number of pipeline stages, revealing that my kernel has a four-stage pipeline while the Nvidia kernel&apos;s complexity requires further analysis. This is a work in progress, and I encourage you to explore the next steps or guide the chat in a different direction if needed.</description></oembed>