You thought fake news was bad? Deep fakes are where truth goes to die | Technology | The Guardian

Fake videos can now be created using a machine learning technique called a “generative adversarial network”, or a GAN. A graduate student, Ian Goodfellow, invented GANs in 2014 as a way to algorithmically generate new types of data out of existing data sets. For instance, a GAN can look at thousands of photos of Barack Obama, and then produce a new photo that approximates those photos without being an exact copy of any one of them, as if it has come up with an entirely new portrait of the former president not yet taken. GANs might also be used to generate new audio from existing audio, or new text from existing text – it is a multi-use technology.

The use of this machine learning technique was mostly limited to the AI research community until late 2017, when a Reddit user who went by the moniker “Deepfakes” – a portmanteau of “deep learning” and “fake” – started posting digitally altered pornographic videos. He was building GANs using TensorFlow, Google’s free open source machine learning software, to superimpose celebrities’ faces on the bodies of women in pornographic movies.

You thought fake news was bad? Deep fakes are where truth goes to die | Technology | The Guardian

Finally, a cure for insomnia? | News | The Guardian

There is, it turns out, a London clinic that has achieved remarkable results. Founded in 2009 by Hugh Selsick, a South African psychiatrist, the Insomnia Clinic in Bloomsbury has revolutionised treatment for sleeplessness in the UK. As Britain’s only dedicated insomnia facility, more than 1,000 patients have passed through the clinic at a rate that has quickened to, in 2018, 120 new casesa month. According to the clinic’s figures, 80% of patients report major improvements, while almost half claim to have been fully cured. This success has earned the clinic an enviable reputation and a waiting list to match; patients can wait two years for a consultation.

At the root of Selsick’s approach is a revolutionary assertion that has led to a new approach to treatment, quite unlike the old wives’ tales with which, in the absence of a coherent medical solution, every insomniac will be familiar. Where, for decades, insomnia has been treated as a symptom of another issue (if indeed it has been treated at all) Selsick contends that insomnia is not merely a symptom, but a disorder in its own right. This remains an unorthodox view. Yet, for Selsick’s patients, the approach does more than fix a category error: it provides a life-changing validation, a route out of helplessness, a way of getting to sleep.

Finally, a cure for insomnia? | News | The Guardian

Rape at gunpoint is illegal in America? Tell that to the women we work with

Every day on the streets of the US, women are being raped, viciously attacked and left for dead. When women do die, their killings almost never make the local news and the perpetrators who commit these horrendous acts of violence do so with almost total impunity.

Under the country’s laws, these women are victims. But their lives are deemed worthless by the public and the state. They hold no political agency or economic power and, while they are incarcerated time and time again, the perpetrators – the people who hurt them – are never jailed.

The men who attack them are “regular” guys – husbands, sons and co-workers – but they are seen as outcasts, somehow deserving of mistreatment.

This is the reality of life as a victim of human trafficking in the US today.

Rape at gunpoint is illegal in America? Tell that to the women we work with | Global development | The Guardian

America’s outcasts: the women trapped in a cruel cycle of exploitation | Global development | The Guardian

Kate had spent three years behind bars at Lowell Correctional Institution, Florida’s largest women’s prison, when the letters from Richard Rawls started to arrive.

Men had written to Kate in prison before, but this time was different. Although she had never met him, Rawls made her feel special. He wrote that he’d seen her mugshot online and couldn’t stop thinking about her. Somehow aware that she was getting out soon, he offered her money, a home and unconditional love when she was released.

The letters promised Kate a future she never imagined possible – a way out of the cycle of prostitution and incarceration that had defined her life after a childhood of chaos and abuse. Soon, Rawls stopped signing his letters “Rick”; instead, he urged her: “Come on home to your daddy.”

“When you’re in prison, all you think about is getting out,” Kate says. “The hours go by and it really hurts to know that nobody thinks about you in there.

“So when you get a letter it’s like a gift from God. He told me everything that I wanted to hear. He said I wasn’t going to be a prostitute any more, that I could go home with him and live at his house, and that he would be the love that I was searching for.”

When Kate walked out of prison, Rawls, a career criminal and convicted felon with more than 47 charges for sexual battery, child abuse, drug possession and assault, was there to pick her up. Just as he had promised.

America’s outcasts: the women trapped in a cruel cycle of exploitation | Global development | The Guardian

Revealed: how US sex traffickers recruit jailed women for prostitution | Global development | The Guardian

Women in prisons across the US are being recruited by sex traffickers who force them into prostitution on their release.

A Guardian investigation has found that traffickers are using government websites to obtain personal information including mugshots, release dates and charge sheets to identify potential victims while they are still behind bars.

Pimps also use inmates in prisons and jails countrywide to befriend incarcerated women who, on their release, are trafficked into the $9.5bn (£7.2bn) US commercial sex industry.

The investigation also found cases of the bail bond system being used in sex trafficking operations in at least five different states. Pimps and sex buyers are locating incarcerated women awaiting a court date by using personal data such as mugshots and bail bonds posted online, or through corrupt bondsmen.

Traffickers are then bailing women out of detention. Once released, the women are told they must work as prostitutes or have their bond rescinded and be sent back to jail.

Over the course of the investigation, The Guardian found cases of the bail bond system being used by pimps and sex buyers in Florida, Texas, Ohio, North Carolina and Mississippi.

“The pimps would use bail as a way to control us and keep us in debt bondage,” said one trafficking survivor from Tampa, Florida. She claimed she was forced to work as a prostitute to pay off her bail debt and locked inside a house and beaten if she didn’t bring home enough money.

Revealed: how US sex traffickers recruit jailed women for prostitution | Global development | The Guardian