AI safety of film capacitors

Abstract

With a large number of film capacitors being deployed in critical locations in electrical and electronic systems, artificial intelligence (AI) technology is also expected to address the problems encountered in this process. According to our findings, AI applications can cover the entire lifecycle of film capacitors. However, the AI safety hazards in these applications have not received the attention they deserve. To meet this, the authors argue, with specific examples, risks that flawed, erratic, and unethical AI can introduce in the design, operation, and evaluation of film capacitors. Human‐AI common impact and more multi‐dimensional evaluation for AI are proposed to better cope with unknown, ambiguity, and known risks brought from AI in film capacitors now and in the future.

Data sonification of film capacitors

“…As described in the ref. [38], the mode of coexistence between humans and AI (agents) will remain the main theme of this transition until we formally enter the era of high dependence on AI. And this transition process can also transform the storage of human experience and knowledge into the AI agent's database through cooperative interactions.…”