Risk: High

Starting a self-driving vehicle AI development service from scratch can be extremely risky, especially for beginners with limited resources. The potential losses include not only money invested in equipment, software, and training but also significant time and energy. There is a high possibility of beginners spending money on technology and resources without seeing any returns, as developing AI for self-driving vehicles requires specialized knowledge and skills. Startup costs can range from $10,000 to $50,000 or more, and there is no guarantee of immediate or significant profits. Online discussions often highlight the challenges and failures faced by those who enter this complex and competitive industry without adequate preparation and expertise.