Agents are not limited to screens. Build an AI native operation for the physical world: construction, manufacturing, energy, logistics or the lab. Agents that plan jobs, order parts, schedule crews and read sensor data, connecting what is on the shelf to what is on the schedule.
The best entries make a messy, hands-on industry feel like it runs itself.
