<?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/d300db2a727b4a85883ed68146b42641&quot; frameborder=&quot;0&quot; width=&quot;1662&quot; height=&quot;1246&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1246</height><width>1662</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1246</thumbnail_height><thumbnail_width>1662</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/d300db2a727b4a85883ed68146b42641-ba6b70adb347f096.gif</thumbnail_url><duration>709.234</duration><title>Trenches: A Geopolitical Simulation Project Using Live Data and AI Models</title><description>In this video, I introduced our project called Trenches, which uses live data to simulate how different nations might react to real-world events based on their unique datasets. We utilized models fine-tuned on a year’s worth of data from 2025 to 2026, allowing us to visualize geopolitical interactions on a dynamic map. Each nation, such as the U.S., Israel, Iran, and Hezbollah, has its own reward functions that guide their actions, which we can observe in real-time. I invite you to explore the platform and see how these models represent actual decision-making processes in response to live news. Your feedback on the user interface and functionality would be greatly appreciated as we continue to refine this project.</description></oembed>