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"His team trained a machine learning algorithm to spot words and phrases associated with bullying on social media site AskFM, which allows users to ask and answer questions. It managed to detect and block almost two-thirds of insults within almost 114,000 posts in English and was more accurate than a simple keyword search. Still, it did struggle with sarcastic remarks."

"re than a thousand British schools are monitoring pupils' online communication for bullying and self-harm using software that analyses and translates slang for teachers. The software uses a constantly updated dictionary which includes words that most adults would not understand. These include acronyms such as "gnoc" (get naked on camera) and "dirl" (die in real life) and words such as Bio-Oil, a commercial product which can be used by children who self-harm to reduce the appearance of scarring."

"Yik Yak has come in for a lot of criticism for being a breeding ground for rumour and bullying - and more serious content. Myriad threats of violence, sex crimes and hate crimes have been reported, including a mass shooting threat and the circulation of a sex tape. It wouldn't be unfair to say it has gained a reputation for being a scourge among parents."

""We are seeing deep fakes being used all the time, and the technology is going to allow still images, but ultimately also video images, to be synthesised [more easily] by bad actors," he says. DALL-E has content policy rules in place that prohibit bullying, harassment, the creation of sexual or political content, or creating images of people without their consent. And while Open AI has limited the number of people who can sign up to DALL-E, its lower-grade replica, DALL-E mini, is open access, meaning people can produce anything they want."

"How to summarise, then, the personality changes that the internet brings out in us? Tribalism, bullying, the wildfire spread of "crazes", "instant gratification culture", the triumph of the temper tantrum: future anthropologists might observe that the behaviour of adults online very much resembles that of children offline. I am often amazed at the rational common sense of those who don't bother with social media, when asked about some topic tearing the internet apart. Online, there is a level of adult sophistication that simply seems beyond us. Some call the internet a town square, some a wild west. In fact, it's a playground."

"A woman whose 14-year-old son killed himself is calling for parents to be given the legal right to access their child's social media accounts to help understand why they died. Ellen Roome has gathered more than 100,000 signatures on a petition calling for social media companies to be required to hand over data to parents after a child has died. Under the current law, parents have no legal right to see whether their child was being bullied or threatened, was looking at self-harm images or other harmful content, or had expressed suicidal feelings online or searched for help with mental health problems."