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Because the term “AI” is ambiguous, it makes having clear discussions more difficult. In one sense, it is the name of a subfield of computer science. In another, it can refer to the computing techniques developed in that subfield, most of which are now focused on pattern matching based on large data sets and the generation of new media based on those patterns. Finally, in marketing copy and start-up pitch decks, the term “AI” serves as magic fairy dust that will supercharge your business.

output can seem so plausible that without a clear indication of its synthetic origins, it becomes a noxious and insidious pollutant of our information ecosystem

Not only do we risk mistaking synthetic text for reliable information, but also that noninformation reflects and amplifies the biases encoded in its training data—in this case, every kind of bigotry exhibited on the Internet. Moreover the synthetic text sounds authoritative despite its lack of citations back to real sources. The longer this synthetic text spill continues, the worse off we are, because it gets harder to find trustworthy sources and harder to trust them when we do.

the people selling this technology propose that text synthesis machines could fix various holes in our social fabric: the lack of teachers in K–12 education, the inaccessibility of health care for low-income people and the dearth of legal aid for people who cannot afford lawyers, just to name a few

the systems rely on enormous amounts of training data that are stolen without compensation from the artists and authors who created it in the first place

the task of labeling data to create “guardrails” that are intended to prevent an AI system’s most toxic output from seeping out is repetitive and often traumatic labor carried out by gig workers and contractors, people locked in a global race to the bottom for pay and working conditions.

employers are looking to cut costs by leveraging automation, laying off people from previously stable jobs and then hiring them back as lower-paid workers to correct the output of the automated systems. This can be seen most clearly in the current actors’ and writers’ strikes in Hollywood, where grotesquely overpaid moguls scheme to buy eternal rights to use AI replacements of actors for the price of a day’s work and, on a gig basis, hire writers piecemeal to revise the incoherent scripts churned out by AI.

too many AI publications come from corporate labs or from academic groups that receive disproportionate industry funding. Much is junk science—it is nonreproducible, hides behind trade secrecy, is full of hype and uses evaluation methods that lack construct validity

We urge policymakers to instead draw on solid scholarship that investigates the harms and risks of AI—and the harms caused by delegating authority to automated systems, which include the unregulated accumulation of data and computing power, climate costs of model training and inference, damage to the welfare state and the disempowerment of the poor, as well as the intensification of policing against Black and Indigenous families. Solid research in this domain—including social science and theory building—and solid policy based on that research will keep the focus on the people hurt by this technology.

teaching the software to associate certain kinds of images, text and hashtags with a ‘dangerous’ protest results in politically and racially-biased definitions of what dangerous protests look like. This is because, to make these predictions, the system has to decide whether the event resembles other previous events that were labelled ‘dangerous’ – for example, past BLM protests. 

When in 2016 the ACLU proved that Dataminr’s interventions were contributing to racist policing, the company was subsequently banned from granting fusion centres in the US direct access to Twitter’s API. Fusion centres are state-owned and operated facilities and serve as focal points to gather, analyse and redistribute intelligence among state, local, tribal and territorial (SLTT), federal and private sector partners to detect criminal and terrorist activity.  However, US law enforcement found  a way around these limitations by continuing to receive Dataminr alerts outside of fusion centres.

Use of these technologies have, in the past, not been subject to public consultation and, without basic scrutiny at either a public or legislative level, there remains no solid mechanism for independent oversight of their use by law enforcement.

Decades ago, Iranian law required women to take off headscarves in line with modernization plans, with police sometimes forcing women to do so. But hijab wearing became compulsory in 1979 when the country became a theocracy.

Shajarizadeh and others monitoring the ongoing outcry have noticed that some people involved in the protests are confronted by police days after an alleged incident—including women cited for not wearing a hijab. “Many people haven't been arrested in the streets,” she says. “They were arrested at their homes one or two days later.”

Some face recognition in use in Iran today comes from Chinese camera and artificial intelligence company Tiandy. Its dealings in Iran were featured in a December 2021 report from IPVM, a company that tracks the surveillance and security industry.

US Department of Commerce placed sanctions on Tiandy, citing its role in the repression of Uyghur Muslims in China and the provision of technology originating in the US to Iran’s Revolutionary Guard. The company previously used components from Intel, but the US chipmaker told NBC last month that it had ceased working with the Chinese company.

When Steven Feldstein, a former US State Department surveillance expert, surveyed 179 countries between 2012 and 2020, he found that 77 now use some form of AI-driven surveillance. Face recognition is used in 61 countries, more than any other form of digital surveillance technology, he says.

the revelation that thousands of agents have access to a searchable database without public oversight is a new development in what privacy advocates and some lawmakers warn could be an infringement of Americans’ Fourth Amendment rights against unreasonable searches and seizures.

CBP officials declined, however, to answer questions about how many Americans’ phone records are in the database, how many searches have been run or how long the practice has gone on, saying it has made no additional statistics available “due to law enforcement sensitivities and national security implications.”

Law enforcement agencies must show probable cause and persuade a judge to approve a search warrant before searching Americans’ phones. But courts have long granted an exception to border authorities, allowing them to search people’s devices without a warrant or suspicion of a crime.

The CBP directive gives officers the authority to look and scroll through any traveler’s device using what’s known as a “basic search,” and any traveler who refuses to unlock their phone for this process can have it confiscated for up to five days.

CBP officials give travelers a printed document saying that the searches are “mandatory,” but the document does not mention that data can be retained for 15 years and that thousands of officials will have access to it.

Officers are also not required to give the document to travelers before the search, meaning that some travelers may not fully understand their rights to refuse the search until after they’ve handed over their phones

The funny thing about history is that you always look back from the luxury of time and you can see these massive events taking place, you can understand the dynamics. We don't have that perspective when we are in it, so my idea of studying history was to remap the past onto the present, so that we might gain insight into what’s happening now.

This weird concept that we have developed, essential, non-essential work, this arbitrary division of what will matter and what will not matter. It wasn't until I was swept up in the uprising and really asking myself what's happening—there was this amazing video of this silent moment of people with their fists up, thousands of people on their knees, and it was just incredibly moving—I had this realization that this was the essential work, the work that we need to be doing.

I think we all lack a historical distance right now to make sense of this moment. But art can provide us with an abstracted or a historical lens, that gives us distance or a sense of a time bigger than the moment we're in.

When you were describing this 1990s utopian idea of the internet as public space, I was struck by the contrast with how things turned out. In both our physical and digital reality, we have lost the commons. Is Instagram a public space?

there's something virus-like about social media anyway, in the way that it operates, in the way that it taps into our physiology on a chemical level in our brain. It’s designed to function that way. And combining that kind of functionality with our addiction to or the dominance of visual culture, it's just sort of like a deadly combination. We get addicted and we just consume incredible amounts of visual information every day.

It really is true that very rarely you will see a photograph of a dead body in the printed newspaper. It reminds me, for example, of the absence of the flag-draped coffins that come when soldiers return from war. Because we're taught to think about COVID-19 as a kind of war, maybe it makes sense to really think about that.

If you don't see the picture of the dead body, there's no dead body. It's the reason why if I teach a foundation class, I always show the students this famous Stan Brakhage film, The Act of Seeing with One's Own Eyes (1971). It’s a half hour silent film of multiple autopsies. We have this extended conversation about just how completely absent images of our bodies like that are from our cultural experience.

those are the images that people wanted to see. They were widely distributed; you could buy postcards of lynched men and women because people wanted to celebrate that. There is a completely different attitude at work. One could say they're doing the work of the same ideology, but in opposite directions. It would be hard to talk about a history of photography in this country and not talk about lynching photographs.

the justice system continues to be slow to understand the link between online harassment and real-life violence

In order to increase public safety this decade, it is imperative that police — and everyone else — become more familiar with the kinds of communities that engender toxic, militant systems of harassment, and the online and offline spaces where these communities exist. Increasingly, that means understanding social media’s dark corners, and the types of extremism they can foster.

Businesses have to learn when online outrage is manufactured

There’s a difference between organic outrage that arises because an employee actually does something outrageous, and invented outrage that’s an excuse to harass someone whom a group has already decided to target for unrelated reasons — for instance, because an employee is a feminist. A responsible business would ideally figure out which type of outrage is occurring before it punished a client or employee who was just doing their job.

Social media platforms didn’t learn how to shut down disingenuous conversations over ethics and free speech before they started to tear their cultures apart

Dedication to free speech over the appearance of bias is especially important within tech culture, where a commitment to protecting free speech is both a banner and an excuse for large corporations to justify their approach to content moderation — or lack thereof.

Reddit’s free-speech-friendly moderation stance resulted in the platform tacitly supporting pro-Gamergate subforums like r/KotakuInAction, which became a major contributor to Reddit’s growing alt-right community. Twitter rolled out a litany of moderation tools in the wake of Gamergate, intended to allow harassment targets to perpetually block, mute, and police their own harassers — without actually effectively making the site unwelcome for the harassers themselves. And YouTube and Facebook, with their algorithmic amplification of hateful and extreme content, made no effort to recognize the violence and misogyny behind pro-Gamergate content, or police them accordingly.

All of these platforms are wrestling with problems that seem to have grown beyond their control; it’s arguable that if they had reacted more swiftly to slow the growth of the internet’s most toxic and misogynistic communities back when those communities, particularly Gamergate, were still nascent, they could have prevented headaches in the long run — and set an early standard for how to deal with ever-broadening issues of extremist content online.

Violence against women is a predictor of other kinds of violence. We need to acknowledge it.

Somehow, the idea that all of that sexism and anti-feminist anger could be recruited, harnessed, and channeled into a broader white supremacist movement failed to generate any real alarm, even well into 2016

many of the perpetrators of real-world violence are radicalized online first

It remains difficult for many to accept the throughline from online abuse to real-world violence against women, much less the fact that violence against women, online and off, is a predictor of other kinds of real-world violence

Politicians and the media must take online “ironic” racism and misogyny seriously

Gamergate masked its misogyny in a coating of shrill yelling that had most journalists in 2014 writing off the whole incident as “satirical” and immature “trolling,” and very few correctly predicting that Gamergate’s trolling was the future of politics

Gamergate was all about disguising a sincere wish for violence and upheaval by dressing it up in hyperbole and irony in order to confuse outsiders and make it all seem less serious.

Gamergate simultaneously masqueraded as legitimate concern about ethics that demanded audiences take it seriously, and as total trolling that demanded audiences dismiss it entirely. Both these claims served to obfuscate its real aim — misogyny, and, increasingly, racist white supremacy

The public’s failure to understand and accept that the alt-right’s misogyny, racism, and violent rhetoric is serious goes hand in hand with its failure to understand and accept that such rhetoric is identical to that of President Trump

deploying offensive behavior behind a guise of mock outrage, irony, trolling, and outright misrepresentation, in order to mask the sincere extremism behind the message.

many members of the media, politicians, and members of the public still struggle to accept that Trump’s rhetoric is having violent consequences, despite all evidence to the contrary.

The movement’s insistence that it was about one thing (ethics in journalism) when it was about something else (harassing women) provided a case study for how extremists would proceed to drive ideological fissures through the foundations of democracy: by building a toxic campaign of hate beneath a veneer of denial.

the spread of persistent surveillance technologies is particularly worrisome because they remove any limit on how much information police can gather on a person’s movements. “The border is the natural place for the government to start using them, since there is much more public support to deploy these sorts of intrusive technologies there,”

the company’s ultimate goal is to build a “layer” of electronic surveillance equipment across the entire perimeter of the U.S. “Over time, we’ll expand not only to the northern border, but to the ports and harbors across the country,”

In addition to fixed and mobile surveillance towers, other technology that CBP has acquired and deployed includes blimps outfitted with high-powered ground and air radar, sensors buried underground, and facial recognition software at ports of entry. CBP’s drone fleet has been described as the largest of any U.S. agency outside the Department of Defense

Nellie Jo David, a Tohono O’odham tribal member who is writing her dissertation on border security issues at the University of Arizona, says many younger people who have been forced by economic circumstances to work in nearby cities are returning home less and less, because they want to avoid the constant surveillance and harassment. “It’s especially taken a toll on our younger generations.”

Border militarism has been spreading worldwide owing to neoliberal economic policies, wars, and the onset of the climate crisis, all of which have contributed to the uprooting of increasingly large numbers of people, notes Reece Jones

In the U.S., leading companies with border security contracts include long-established contractors such as Lockheed Martin in addition to recent upstarts such as Anduril Industries, founded by tech mogul Palmer Luckey to feed the growing market for artificial intelligence and surveillance sensors — primarily in the borderlands. Elbit Systems has frequently touted a major advantage over these competitors: the fact that its products are “field-proven” on Palestinians

Verlon Jose, then-tribal vice chair, said that many nation members calculated that the towers would help dissuade the federal government from building a border wall across their lands. The Tohono O’odham are “only as sovereign as the federal government allows us to be,”

Leading Democrats have argued for the development of an ever-more sophisticated border surveillance state as an alternative to Trump’s border wall. “The positive, shall we say, almost technological wall that can be built is what we should be doing,” House Speaker Nancy Pelosi said in January. But for those crossing the border, the development of this surveillance apparatus has already taken a heavy toll. In January, a study published by researchers from the University of Arizona and Earlham College found that border surveillance towers have prompted migrants to cross along more rugged and circuitous pathways, leading to greater numbers of deaths from dehydration, exhaustion, and exposure.

“Walls are not only a question of blocking people from moving, but they are also serving as borders or frontiers between where you enter the surveillance state,” she said. “The idea is that at the very moment you step near the border, Elbit will catch you. Something similar happens in Palestine.”

CBP is by far the largest law enforcement entity in the U.S., with 61,400 employees and a 2018 budget of $16.3 billion — more than the militaries of Iran, Mexico, Israel, and Pakistan. The Border Patrol has jurisdiction 100 miles inland from U.S. borders, making roughly two-thirds of the U.S. population theoretically subject to its operations, including the entirety of the Tohono O’odham reservation

Between 2013 and 2016, for example, roughly 40 percent of Border Patrol seizures at immigration enforcement checkpoints involved 1 ounce or less of marijuana confiscated from U.S. citizens.

the agency uses its sprawling surveillance apparatus for purposes other than border enforcement

documents obtained via public records requests suggest that CBP drone flights included surveillance of Dakota Access pipeline protests

CBP’s repurposing of the surveillance tower and drones to surveil dissidents hints at other possible abuses. “It’s a reminder that technologies that are sold for one purpose, such as protecting the border or stopping terrorists — or whatever the original justification may happen to be — so often get repurposed for other reasons, such as targeting protesters.”

The impacts of the U.S. border on Tohono O’odham people date to the mid-19th century. The tribal nation’s traditional land extended 175 miles into Mexico before being severed by the 1853 Gadsden Purchase, a U.S. acquisition of land from the Mexican government. As many as 2,500 of the tribe’s more than 30,000 members still live on the Mexican side. Tohono O’odham people used to travel between the United States and Mexico fairly easily on roads without checkpoints to visit family, perform ceremonies, or obtain health care. But that was before the Border Patrol arrived en masse in the mid-2000s, turning the reservation into something akin to a military occupation zone. Residents say agents have administered beatings, used pepper spray, pulled people out of vehicles, shot two Tohono O’odham men under suspicious circumstances, and entered people’s homes without warrants. “It is apartheid here,” Ofelia Rivas says. “We have to carry our papers everywhere. And everyone here has experienced the Border Patrol’s abuse in some way.”

Tohono O’odham people have developed common cause with other communities struggling against colonization and border walls. David is among numerous activists from the U.S. and Mexican borderlands who joined a delegation to the West Bank in 2017, convened by Stop the Wall, to build relationships and learn about the impacts of Elbit’s surveillance systems. “I don’t feel safe with them taking over my community, especially if you look at what’s going on in Palestine — they’re bringing the same thing right over here to this land,” she says. “The U.S. government is going to be able to surveil basically anybody on the nation.”

In all, the morals squad arrested 22 women on February 25, all for the crime of suspicion of STIs. But because Margaret Hennessey alone of these women gave a statement to the newspapers, it is her story that exemplifies the rest.The STI examinations showed that neither Hennessey nor Bradich had an STI, and officers released them at about 8:00 pm, with orders to appear for court the next morning. At 9:30 a.m., Hennessey stormed into court—ready, she declared to the Sacramento Bee, to “defend myself,” but “I would have no chance.” She was informed the charges had been dismissed. Nonetheless, the arrest left a mark. “I dare not venture on the streets,” she told the Bee later that day, “for fear I will be arrested again.”

Nearly every person examined and locked up under these laws was a woman. And the vague standard of “reasonable suspicion” enabled officials to pretty much detain any woman they wanted. Records exist in archives that document women being detained and examined for sitting at a restaurant alone; for changing jobs; for being with a man; for walking down a street in a way a male official found suspicious; and, often, for no reason at all.

Many women were also detained if they refused to have sex with police or health officers, contemporaneous exposés reveal. In the late 1940s, San Francisco police officers sometimes threatened to have women “vagged”—vaginally examined—if they didn’t accede to sexual demands. Women of color and immigrant women, in particular, were targeted—and subjected to a higher degree of abuse once they were locked up.

the American Plan laws—the ones passed in the late 1910s, enabling officials to examine people merely “reasonably suspected” of having STIs—are still on the books, in some form, in every state in the nation. Some of these laws have been altered or amended, and some have been absorbed into broader public-health statutes, but each state still has the power to examine “reasonably suspected” people and isolate the infected ones, if health officials deem such isolation necessary.

Technological advancements in warfare don't have a good track record in terms of unintended consequences