Recently，The Brookings Institution in the United States released an important chapter in the "AI Governance" series of reports，Conducted an in-depth analysis of the social impact of bet365 champions league and related emerging technologies。To this，Our reporter interviewed relevant experts and scholars on the relevant content。

bet365 champions league can deepen social prejudice

Currently，bet365 champions league software used in the recruitment field can automatically interview candidates，And form a report by analyzing the application video materials，To evaluate the various abilities of candidates。

Alex Engler, a researcher at the Brookings Institution, told this reporter，bet365 champions league software can be based on the candidate’s gestures during the interview、Posture、Voice and intonation、The pace and content of answering questions to predict the candidate’s likely performance at work，And use this to determine whether the applicant is qualified for the job。This method can automatically score the employability of candidates，Making the hiring process smarter and faster。Future，More and more employers will choose bet365 champions league to help with interview recruitment，But this will also bring some unpredictable negative effects。He thinks，Existing evidence shows，Analyzing changes in people’s facial expressions cannot accurately infer people’s true emotions，It is even more difficult to infer a person’s personality traits。bet365 champions league may make misjudgments in this regard。If the misjudgment continues to deepen or expand，It will become a social stereotype，Form a "stereotype" of a certain group of people。

Engler further explained，The stereotyped judgments made by bet365 champions league may cause discrimination against some groups of people, such as people with disabilities。Even if some people with disabilities have excellent qualities that are qualified for certain jobs，bet365 champions league is unlikely to highlight qualities in this area，And it is very likely to give such groups "low scores"。In addition，Current bet365 champions league cannot distinguish the complexity of personality traits well。

New York University professor Meredith Whittaker said，This development is “deeply disturbing”，Making certain uses of bet365 champions league “pseudoscience”。Arvind Narayanan, professor of computer science at Princeton University, thinks，The possible consequences of this application of bet365 champions league are “perpetuating social prejudices”。

　Strengthening effective supervision of bet365 champions league

A report recently released by the Brookings Institution believes that，The development of bet365 champions league may face two major social challenges。First, the ability of bet365 champions league to process large amounts of data will penetrate into all aspects of people’s lives，A huge challenge to the current management model of the government and public sector。Second, the development of the overall error correction ability of human society will be another major challenge facing the bet365 champions league society。Therefore，Report states，Effective supervision is very necessary。Effective regulation should focus on prioritizing the social impact of new technologies，Rather than the short-term benefits brought by the technology itself。Meaningful regulation of bet365 champions league，Focus on the actual effects of technology in application。

Tom Wheeler, visiting scholar at the Brookings Institution, said，People’s panic about new technologies，Has happened several times in history。Present，On the one hand, people are worried that bet365 champions league will exacerbate social divisions，Making some groups poorer；On the other hand, we are worried that bet365 champions league will invade people’s privacy on a large scale。To this，Perhaps we can find some inspiration from the early technological revolution of mankind。Wheeler thinks，From the perspective of the history of human technological development，Nowadays, people should establish a problem-solving-oriented way of thinking，Ask a question via "Ask a question、Identify problems and seek solutions”，To solve the negative problems that current bet365 champions league may bring，Rather than just panic。Although the development of bet365 champions league is daunting，But actually，The current machine learning process is still controlled within the field of computer science，No need to worry too much。

Wheeler scale，Industrial Revolution Period，The application of new technologies has produced a series of social problems，But the game of interests of all parties is also being readjusted。In the information age，bet365 champions league and machine learning may eliminate some jobs，But it also creates new job opportunities。

Michael Chui, a researcher at the McKinsey Global Institute, believes，Next few years，The biggest challenge facing people is not mass unemployment，It is a large-scale adjustment of the employment structure。Wheeler said，Facing the challenges brought by bet365 champions league and the information age，Each of us must have the technical ability to interface with intelligent machines，At the same time develop the critical thinking and judgment abilities possessed by humans，This is exactly what machine learning currently lacks。

(our newspaper, Boston, November 7)