Group items tagged

Algorithms have become one of the most powerful arbiters in our lives. They make decisions about the news we read, the jobs we get, the people we meet, the schools we attend and the ads we see. Yet there is growing evidence that algorithms and other types of software can discriminate.

The people who write them incorporate their biases, and algorithms often learn from human behavior, so they reflect the biases we hold.

Fairness, Accountability and Transparency in Machine Learning workshop, which considers the role that machines play in consequential decisions in areas like employment, health care and policing.

beyond ~40–50 hours per week, the marginal returns from additional work decrease rapidly and quickly become negative. We have also demonstrated that though you can get more output for a few weeks during “crunch time” you still ultimately pay for it later when people inevitably need to recover.

My intellectual conclusion is that these companies are both destroying the personal lives of their employees and getting nothing in return.

This kind of attitude not only hurts young workers who are willing to “step up” to the expectation, but facilitates ageism and sexism by indirectly discriminating against people who cannot maintain that kind of schedule.

Managing a diverse workplace begins with strong policies of equality from the company.

qualifications of the candidate based on the quality of his experience

creating teams and special work groups within the company.

hat silence is pervasive in organizations due to the widely shared belief that speaking up about sensitive issues is futile or even dangerous. Consequently, organizations need to convey to employees that they will be protected and valued if they share suggestions, opinions, and concerns — and that those who harmed them will face serious consequences. By doing so, leaders can encourage those who are being mistreated to find their voice.