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The real story in this mess is not the threat that algorithms pose to Amazon shoppers, but the threat that algorithms pose to journalism. By forcing reporters to optimize every story for clicks, not giving them time to check or contextualize their reporting, and requiring them to race to publish follow-on articles on every topic, the clickbait economics of online media encourage carelessness and drama. This is particularly true for technical topics outside the reporter’s area of expertise.

And reporters have no choice but to chase clicks. Because Google and Facebook have a duopoly on online advertising, the only measure of success in publishing is whether a story goes viral on social media. Authors are evaluated by how individual stories perform online, and face constant pressure to make them more arresting. Highly technical pieces are farmed out to junior freelancers working under strict time limits. Corrections, if they happen at all, are inserted quietly through ‘ninja edits’ after the fact.

There is no real penalty for making mistakes, but there is enormous pressure to frame stories in whatever way maximizes page views. Once those stories get picked up by rival news outlets, they become ineradicable. The sheer weight of copycat coverage creates the impression of legitimacy. As the old adage has it, a lie can get halfway around the world while the truth is pulling its boots on.

via Anatomy of a Moral Panic

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If you’re a fan of Sherry Turkle’s Alone Together, this will hit you in all the right places…

In many instances, the researchers observed children persistently obstructing the robot. Sometimes a child would step aside when asked by the robot, but then would quickly come back in front of it. Other children started ignoring the robot’s requests and just stood in front of it. In at least one situation (above), a child started to verbally express her intention to block the robot (“No-no”), when requested to move. Other children joined her in obstructing the robot and saying it couldn’t go through.

According to the study, “Escaping from Children’s Abuse of Social Robots,” obstruction like this wasn’t nearly the worst of it. The tots’ behavior often escalated, and sometimes they’d get violent, hitting and kicking Robovie (below). They also engaged in verbal abuse, calling the robot “bad words.” (The researchers did not disclose what bad words may have been used, but they mention that one kid called the robot “idiot” eight times.)

The researchers say they observed the children “acting violently” toward the robot in several occasions: Bending the neck, hitting with plastic bottle, hitting with ball, throwing a plastic bottle.

The Japanese group didn’t just document the bullying behavior, though; they wanted to find clever ways of helping the robot avoid the abusive situations. They started by developing a computer simulation and statistical model of the children’s abuse towards the robot, showing that it happens primarily when the kids are in groups and no adults are nearby.

Next, they designed an abuse-evading algorithm to help the robot avoid situations where tiny humans might gang up on it. Literally tiny humans: the robot is programmed to run away from people who are below a certain height and escape in the direction of taller people. When it encounters a human, the system calculates the probability of abuse based on interaction time, pedestrian density, and the presence of people above or below 1.4 meters (4 feet 6 inches) in height. If the robot is statistically in danger, it changes its course towards a more crowded area or a taller person. This ensures that an adult is there to intervene when one of the little brats decides to pound the robot’s head with a bottle (which only happened a couple times).

via Children Beating Up Robot Inspires New Escape Maneuver System – IEEE Spectrum.