A REVIEW ON BIG DATA INTEGRATION's DIFFICULTIES WITH AI

Abstract

In this review article explored massive amounts of data from big data are expected to revolutionize artificial intelligence (AI). The idea of Next-Gen Big Data Intelligence is the key component that powers AI platforms and helps to release its enormous and untapped potential for mass production and targeted consumption, which will have a significant impact on our society. When offering Big Data Intelligence, such game-changing technology must do so with openness, justice, trust, and reduced prejudice. Sadly, the current Big Data technologies veer off this course, where AI platforms typically operate within centralized proprietary organizations that manage, and control them, exposing critical issues of AI algorithmic and data bases, along with insidious and pervasive reinforcement of discriminatory societal practices. When utilizing unprocessed, noisy, or unintentionally biased data to train AI models, this is particularly troublesome.