GPT4-V is terrible at design

Dec 15, 2023 ·

This article outlines a benchmark for AI design, focusing on three main components: usability, scalability, and safety. Usability refers to the ease with which users may interact with an AI system, while scalability implies how well the system can adapt to changing user needs. Safety ensures the AI system cannot cause any harm or induce bias in its decisions. The authors propose criteria to evaluate an AI system's performance in all three areas, such as considering the system's ability to maintain consistent accuracy across data sets and its capacity for self-monitoring. They also suggest ways to improve AI design, such as using existing technologies to develop algorithms that can detect potential problems before they occur. Additionally, the authors point out the importance of human-machine collaboration and suggest tools for integrating AI systems into existing products and services. Finally, the authors recommend proper governance of AI systems, stressing the need for clear rules and regulations. Overall, this benchmark provides developers with useful insights on how to effectively design AI systems, from the perspective of both usability and safety.