{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/2615fbb4a79a4d6d9eedce2b4eedf793\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/2615fbb4a79a4d6d9eedce2b4eedf793-f0860b911ad7e645.gif","duration":341.561,"title":"Building an AI Number Guessing Coach","description":"Hi everyone, I am Bhu Singh, and this is my project 4 final for AI 110. I built a number guessing game in Streamlit with an AI coach that gives real time hints using a binary search strategy. In easy mode the range is 1 to 20 with attempts based on the starter rules, normal is 1 to 50 with 8 attempts, and hard is 1 to 100 with 5 attempts. The agent runs two steps, analyze the tightest valid range from your history, then suggest the midpoint, with server side validation and checkpoints. I did not request any action from viewers."}