‘In the end, you feel blank’: India’s female workers watching hours of abusive content to train AI; The Guardian, February 5, 2026

 Anuj Behal, The Guardian; ‘In the end, you feel blank’: India’s female workers watching hours of abusive content to train AI

[Kip Currier: The largely unaddressed plight of content moderators became more real for me after reading this haunting 9/9/24 piece in the Washington Post, "I quit my job as a content moderator. I can never go back to who I was before."

As mentioned in the graphic article's byline, content moderator Alberto Cuadra spoke with journalist Beatrix Lockwood. Maya Scarpa's illustrations poignantly give life to Alberto Cuadra's first-hand experiences and ongoing impacts from the content moderation he performed for an unnamed tech company. I talk about Cuadra's experiences and the ethical issues of content moderation, social media, and AI in my Ethics, Information, and Technology book.]

[Excerpt]

"Murmu, 26, is a content moderator for a global technology company, logging on from her village in India’s Jharkhand state. Her job is to classify images, videos and text that have been flagged by automated systems as possible violations of the platform’s rules.

On an average day, she views up to 800 videos and images, making judgments that train algorithms to recognise violence, abuse and harm.

This work sits at the core of machine learning’s recent breakthroughs, which rest on the fact that AI is only as good as the data it is trained on. In India, this labour is increasingly performed by women, who are part of a workforce often described as “ghost workers”.

“The first few months, I couldn’t sleep,” she says. “I would close my eyes and still see the screen loading.” Images followed her into her dreams: of fatal accidents, of losing family members, of sexual violence she could not stop or escape. On those nights, she says, her mother would wake and sit with her...

“In terms of risk,” she says, “content moderation belongs in the category of dangerous work, comparable to any lethal industry.”

Studies indicate content moderation triggers lasting cognitive and emotional strain, often resulting in behavioural changes such as heightened vigilance. Workers report intrusive thoughts, anxiety and sleep disturbances.

A study of content moderators published last December, which included workers in India, identified traumatic stress as the most pronounced psychological risk. The study found that even where workplace interventions and support mechanisms existed, significant levels of secondary trauma persisted."

Biden bids farewell with dark warning for America: the oligarchs are coming; The Guardian, January 15, 2025

 David Smith in Washington , The Guardian; Biden bids farewell with dark warning for America: the oligarchs are coming

"The primetime speech did not mention Donald Trump by name. Instead it will be remembered for its dark, ominous warning about something wider and deeper of which Trump is a symptom.

“Today, an oligarchy is taking shape in America of extreme wealth, power, and influence that literally threatens our entire democracy, our basic rights and freedom and a fair shot for everyone to get ahead,” Biden said.

The word “oligarchy” comes from the Greek words meaning rule (arche) by the few (oligos). Some have argued that the dominant political divide in America is no longer between left and right, but between democracy and oligarchy, as power becomes concentrated in the hands of a few. The wealthiest 1% of Americans now has more wealth than the bottom 90% combined.

The trend did not start with Trump but he is set to accelerate it. The self-styled working-class hero has picked the richest cabinet in history, including 13 billionaires, surrounding himself with the very elite he claims to oppose. Elon Musk, the world’s richest man, has become a key adviser. Tech titans Musk, Jeff Bezos and Mark Zuckerberg – collectively worth a trillion dollars – will be sitting at his inauguration on Monday.

Invoking former president Dwight Eisenhower’s farewell address in January 1961 that warned against the rise of a military-industrial complex, Biden said: “Six decades later, I’m equally concerned about the potential rise of a tech industrial complex. It could pose real dangers for our country as well. Americans are being buried under an avalanche of misinformation and disinformation, enabling the abuse of power.”

In an acknowledgement of news deserts and layoffs at venerable institutions such as the Washington Post, Biden added starkly: “The free press is crumbling. Editors are disappearing. Social media is giving up on fact checking. Truth is smothered by lies, told for power and for profit. We must hold the social platforms accountable, to protect our children, our families and our very democracy from the abuse of power.”

Zuckerberg’s recent decision to abandon factcheckers on Facebook, and Musk’s weaponisation of X in favour of far-right movements including Maga, was surely uppermost in Biden’s mind. Trust in the old media is breaking down as people turn to a fragmented new ecosystem. It has all happened with disorienting speed."