THE ALGORITHM OF "BLACK BOX" AND ITS RESPONSIBILITY MECHANISM

Abstract

Since 2010, a new round of artificial intelligence upsurge has emerged, with big data, powerful computing hardware and artificial intelligence algorithm as the main elements. The powerful ability of the algorithm to influence production, consumption and social life through automatic decision-making and big data, is in sharp contrast to its
incomprehensibility and lack of transparency. The algorithm "black box" is a perfect analogy of the algorithm that has been increasingly mysterious: more and more decisions are being transferred from people to algorithms, nevertheless the rules
behind are invisible to most people. Therefore, to open the "black box" in the process of algorithm programming and application, to promote more responsible decisionmaking and conduct of algorithm development and operation enterprises, is a research fields with important practical significance under the background of current algorithm prevalence.