Hazard detection involves identifying potential sources of harm or danger in various environments, from industrial settings to autonomous vehicles, to mitigate risks effectively. It leverages technologies such as sensors, machine learning, and data analysis to enhance safety and prevent accidents by recognizing and addressing threats in real-time.