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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.

wasting my time

"I want to speak to you not through the wearisome Machine."

The Machine is much, but it is not everything. I see something like you in this plate, but I do not see you. I hear something like you through this telephone, but I do not hear you

the Machine did not transmit nuances of expression. It only gave a general idea of people - an idea that was good enough for all practical purposes, Vashti thought. The imponderable bloom, declared by a discredited philosophy to be the actual essence of intercourse, was rightly ignored by the Machine, just as the imponderable bloom of the grape was ignored by the manufacturers of artificial fruit.

"It is contrary to the spirit of the age," she asserted. "Do you mean by that, contrary to the Machine?"

The surface of the earth is only dust and mud, no advantage. The surface of the earth is only dust and mud, no life remains on it, and you would need a respirator, or the cold of the outer air would kill you. One dies immediately in the outer air

For a moment Vashti felt lonely. Then she generated the light, and the sight of her room, flooded with radiance and studded with electric buttons, revived her. There were buttons and switches everywhere - buttons to call for food for music, for clothing. There was the hot-bath button, by pressure of which a basin of (imitation) marble rose out of the floor, filled to the brim with a warm deodorized liquid. There was the cold-bath button. There was the button that produced literature. and there were of course the buttons by which she communicated with her friends. The room, though it contained nothing, was in touch with all that she cared for in the world.

To most of these questions she replied with irritation - a growing quality in that accelerated age

Her lecture, which lasted ten minutes

Vashti was seized with the terrors of direct experience

I will not tell you through the Machine

thanks to the advance of science, the earth was exactly alike all over. Rapid intercourse, from which the previous civilization had hoped so much, had ended by defeating itself. What was the good of going to Peking when it was just like Shrewsbury? Why return to Shrewsbury when it would all be like Peking? Men seldom moved their bodies; all unrest was concentrated in the soul.

her horror of direct experience returned. It was not quite like the air-ship in the cinematophote. For one thing it smelt - not strongly or unpleasantly, but it did smell, and with her eyes shut she should have known that a new thing was close to her.

The man in front dropped his Book - no great matter, but it disquieted them all

they seemed intolerable

When the air-ships had been built, the desire to look direct at things still lingered in the world. Hence the extraordinary number of skylights and windows, and the proportionate discomfort to those who were civilized and refined

illegal, unmechanical, and punishable by Homelessness

People never touched one another. The custom had become obsolete, owing to the Machine

"Cover the window, please. These mountains give me no ideas."

She might well declare that the visit was superfluous. The buttons, the knobs, the reading-desk with the Book, the temperature, the atmosphere, the illumination - all were exactly the same. And if Kuno himself, flesh of her flesh, stood close beside her at last, what profit was there in that? She was too well-bred to shake him by the hand.

"You think it irreligious of me to have found out a way of my own. It was just what the Committee thought, when they threatened me with Homelessness." At this she grew angry. "I worship nothing!" she cried. "I am most advanced. I don"t think you irreligious, for there is no such thing as religion left. All the fear and the superstition that existed once have been destroyed by the Machine. I only meant that to find out a way of your own was----Besides, there is no new way out." "So it is always supposed." "Except through the vomitories, for which one must have an Egression-permit, it is impossible to get out. The Book says so." "Well, the Book"s wrong, for I have been out on my feet."

Each infant was examined at birth, and all who promised undue strength were destroyed. Humanitarians may protest, but it would have been no true kindness to let an athlete live; he would never have been happy in that state of life to which the Machine had called him

Man is the measure. That was my first lesson. Man"s feet are the measure for distance, his hands are the measure for ownership, his body is the measure for all that is lovable and desirable and strong

all the food-tubes and medicine-tubes and music- tubes that the Machine has evolved lately

Kuno had lately asked to be a father, and his request had been refused by the Committee. His was not a type that the Machine desired to hand on

I felt, for the first time, that a protest had been lodged against corruption, and that even as the dead were comforting me, so I was comforting the unborn. I felt that humanity existed, and that it existed without clothes. How can I possibly explain this? It was naked, humanity seemed naked, and all these tubes and buttons and machineries neither came into the world with us, nor will they follow us out, nor do they matter supremely while we are here

There was not room for such a person in the world. And with her pity disgust mingled. She was ashamed at having borne such a son, she who had always been so respectable and so full of ideas

Cannot you see, cannot all you lecturers see, that it is we that are dying, and that down here the only thing that really lives in the Machine? We created the Machine, to do our will, but we cannot make it do our will now

I fought till the very end

Beware of first- hand ideas!" exclaimed one of the most advanced of them. "First-hand ideas do not really exist. They are but the physical impressions produced by live and fear, and on this gross foundation who could erect a philosophy? Let your ideas be second-hand, and if possible tenth-hand, for then they will be far removed from that disturbing element - direct observation

in theory the Machine was still the creation and the implement of man. but in practice all, save a few retrogrades, worshipped it as divine

No one confessed the Machine was out of hand. Year by year it was served with increased efficiency and decreased intelligence

Time passed, and they resented the defects no longer. The defects had not been remedied, but the human tissues in that latter day had become so subservient, that they readily adapted themselves to every caprice of the Machine

mankind was not yet sufficiently adaptable to do without sleeping

Under the seas, beneath the roots of the mountains, ran the wires through which they saw and heard, the enormous eyes and ears that were their heritage, and the hum of many workings clothed their thoughts in one garment of subserviency. Only the old and the sick remained ungrateful, for it was rumoured that Euthanasia, too, was out of order, and that pain had reappeared among men

there came a day when, without the slightest warning, without any previous hint of feebleness, the entire communication-system broke down, all over the world, and the world, as they understood it, ended

She had never known silence, and the coming of it nearly killed her - it did kill many thousands of people outright

man who had once made god in his image, and had mirrored his strength on the constellations, beautiful naked man was dying, strangled in the garments that he had woven

some fool will start the Machine again, tomorrow

scraps of the untainted sky

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.”

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.