Google、Microsoft、Openai and other technology companies to calm the public's accusations of discrimination against artificial intelligence algorithms，made a series of decisions，Including the release of artificial intelligence accountability system、Principles of the principle of transparency bet365 live casino games and fairness; tool package for the fairness of the evaluation algorithm; hold a seminar，Introduce how to develop responsible artificial intelligence。Some companies have also formed a special team，Processing the problems existing in the data set used to train machine learning models，Discover and modify the fair problems existing in the machine learning model，Evaluate whether the model is fully explained for its expected use。Ali and her colleagues call the person who engaged in such work as "moral entrepreneurs"，Their work is to institutionalize the new moral ethics practice in the organization。

Ali said，Previous research showed several important features in the technology industry。For example，There is an informal and non -grade tendency in the organization，Put fast product innovation in the first place，I believe that the new generation of technology can solve Bet365 lotto review the problems brought by old technology。Ali and others want to understand the real situation of moral entrepreneurs in the current technological industry system environment。So，They deeply interviewed 25 employees of technology companies，Among them, 21 people have the responsible artificial intelligence development plan experience participating in large and super large enterprises，and a qualitative analysis of the content of the interview。

Researchers discovered，The effect of implementing responsible artificial intelligence policies does not match the initial expectation。In addition to lack of support from the leadership、Beyond resources and action，Moral entrepreneurs still face three major obstacles at work。First，An environment centered on the distribution software product is difficult to give priority to moral issues。Next，The moral evaluation and ethical Bet365 lotto review specifications of artificial intelligence are usually difficult to quantify，Especially in an environment where the target completion is determined according to the indicator。Last，Especially in an environment where the target completion is determined according to the indicator，Not to mention maintaining the relationship between people who are vital to work。

Ali thinks，To promote responsible artificial intelligence in the "non -level" technology industry，You need to establish a formal secondary system。The sectarian system can formulate rules。For example，Requires moral review at the beginning of the product development process，and give the moral team execution right。This，Moral entrepreneurs do not have to use persuasive ability and interpersonal communication strategies，Let colleagues believe in the value of their work。In addition，Technology companies should encourage product teams to cooperate closely with Bet365 app download regulatory teams。Current，The reward and penalty system indicators of technology companies include the speed of the team to launch innovative products，But this is not conducive to encouraging employees to be slow、Care、The effect of the moral problem of the technology responsible inspection。Technology companies need to introduce a set of rewards and penalties that encourage reducing prejudice or major mistakes，Therefore, to cultivate employees' habit of adhering to artificial intelligence and moral standards。Only this，The fairness commitment of technology companies will no longer be decoupled with reality，Real changes in the real artificial intelligence system can only occur。

(Liu Yuwei/Compilation)