Algorithms are increasingly being used to make decisions that can have a significant impact on people’s lives. Algorithm auditing is one tool for making sure these algorithms are fair and ethical, but it can be difficult in the case of an algorithm like GPT-4 which is so complex that no single person or team could hope to audit its entire output. This article looks at some of the ways researchers are looking into responsible AI beyond human scale, including using machine learning models to check each other’s outputs and finding ways to summarize large amounts of data into more digestible forms.
Anyone interested in understanding how technology impacts society should read this article as it provides insight into how we might ensure fairness and accountability even when dealing with algorithms whose complexity exceeds what humans alone can comprehend.
Read the whole story here: https://venturebeat.com/ai/algorithms-auditing-algorithms-gpt-4-responsible-ai-beyond-human-scale/ #AI #AlgorithmAuditing #ResponsibleAI
