Open-Source Toolkits To Develop Responsible AI Systems In 2023

Artificial intelligence is advancing rapidly, with recent estimates by PwC predicting that AI will contribute 13.7 trillion USD to the world economy by 2030. Consequently, there is a need for open-source toolkits that help developers build responsible AI systems. However, it is also critical to understand the implications of developing and deploying AI systems responsibly and ethically. The increased use of artificial intelligence (AI) has led to concerns about its potential impact on society. One way to mitigate these concerns is to develop responsible AI systems that consider the ethical principles of beneficence, non-maleficence, autonomy, and justice. There are several open-source toolkits available that can be used to develop responsible AI systems.