{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/d300db2a727b4a85883ed68146b42641\" frameborder=\"0\" width=\"1662\" height=\"1246\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1246,"width":1662,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1246,"thumbnail_width":1662,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/d300db2a727b4a85883ed68146b42641-ba6b70adb347f096.gif","duration":709.234,"title":"Trenches: A Geopolitical Simulation Project Using Live Data and AI Models","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."}