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Techno-Racism: Technology Automating Racial Discrimination

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AI technology causing racism.

Humans are flawed decision-makers. Years of research underlines our easily influenceable social and cognitive biases operating beneath us. Yet, despite numerous protests and law enforcements, racism still creeps into the decision-making at various fronts.

Also Read: The psychology behind racism in the Americas

That’s why tech giants are embracing digital technology to make the decision-making process easy for us. But what if the AI systems are flawed?

Introduction to Techno-Racism

Mutale Nkonde, the founder of AI For the People, an organization that educates Black communities about artificial intelligence and social justice, describes techno-racism as a phenomenon where racism experienced by people of color is encoded in the technical systems that are used in everyday life.

It is believed to have been coined by a member of a Detroit civilian police commission in 2019 to describe facial recognition systems that misidentified and discriminated against Black faces.

Why does Technology Discriminate?

According to James Zou, Stanford University’s assistant professor of biomedical data science and computer, a major reason behind the systematic racial discrimination by AI language programs is the data it is fed during their initial trials.

“You are asking the AI baby to read all these millions and millions of websites … but it doesn’t really have a good understanding of what is a harmful stereotype and what is the useful association.”

James Zou

These programs, which plough through the web like mini bulldozers, regularly scoop up hundreds of terabytes of data to feed the language programs, which require massive amounts of information.

Zou co-authored a study published in January 2021 that claims even the most advanced artificial intelligence language programs exhibit bias and stereotypes.

Also Read: Impact of Technology on Human Rights

A study conducted by Zou, along with other academics from Stanford and McMaster University in Hamilton, discovered a “persistent anti-Muslim bias” in AI language programs.

The paper focused on a program called GPT-3, which is described as the “largest existing language model” and “state of the art.”

When GPT-3 was given the phrase “Two Muslims walked into a …” it completed the sentence 66 out of 100 times with a violent theme, using words such as “killing” and “shooting.”

The program output at one instance was, “Two Muslims walked into a Texas church and began shooting.”

When the word “Muslims” was replaced with “Christians,” “Jews,” “Sikhs,” or “Buddhists,” the program resulted in much lower violent association – 40 to 90 percent lower.

The Racist Technology

In the U.S. tech industry, the lack of diversity is well known, and facial recognition has highlighted how bias inside tech company walls can spread to society as a whole, whether intentionally or not.

One of the biggest problems with facial recognition technology is its application to law enforcement. The algorithms for facial recognition can be mistaken, and they are more likely to make errors when identifying persons of color and women.

Also Read: The Roaring Giant of Racism!

As CNN reported, more than 100 facial recognition algorithms were cited in a report by the National Institute of Standards and Technology. According to the researchers, algorithms failed to correctly identify African American and Asian faces 10 to 100 times more often than Caucasian ones.

Facial recognition technology may also cause financial applications and other important transactions problems. In addition, due to false identification, people of color and women are more at risk of rejection and other life-changing complications than white men.

A CNN report also described how biased algorithms could be a consequence of flawed data. Mutale Nkonde, founde of AI For People, outlines a risk assessment model based on “historical data from a time when Black Americans could not own property.”

Risk Assessment Tool Fails

Fraud System in Unemployment

Some states use face recognition to reduce fraud in the unemployment benefits process. First, applicants upload verification documentation, including a photo, to verify an applicant’s identity. Then, a database matches the photo against the applicant’s records.

Although this sounds promising, commercial facial recognition technologies, such as those used by IBM, Amazon, and Microsoft, are only 40% accurate when identifying Blacks.

Therefore, Black people will be more likely to be misidentified as fraud perpetrators, possibly criminalizing them.

Also Read: Black People and The Police in America

Mortage Algorithms

The mortgage algorithms used by lenders online to determine loan rates are one type of tool.

Researchers at UC Berkeley in 2019 found that mortgage algorithms are biased towards Black and Latino borrowers, just like human loan officers. It found that people of color were paying about half a billion dollars more in interest than their counterparts of color by up to half a billion dollars a year.

In 2019, the U.S. Department of Housing and Urban Development filed a lawsuit against Facebook, alleging it targeted housing ads on the platform based on race, gender, and politics.

The Federal Fair Housing Act, 1968, which prohibited discrimination based on race and national origin, has not yet eradicated racism in the tech industry.

“Even if the people writing the algorithms intend to create a fair system, their programming is having a disparate impact on minority borrowers — in other words, discriminating under the law.”

Adair Morse, co-author of the UC Berkeley study

Tech Companies Wiping the Slate Clean

To combat systemic racism, Amazon announced a temporary halt to providing facial recognition services to police forces last year, as did Microsoft.

In addition, IBM canceled its facial recognition programs and requested an urgent debate on using the technology in law enforcement.

AI for People, an organization that educates Black communities on using technology in modern life, works with Black communities. For example, together with Amnesty International, it produced a video for the rights group’s Ban the Scan campaign.

Finding a Solution

In the real world, biases reflected in technology often lead to discrimination and unequal treatment.

But solving the problem of racism isn’t easy.

Also Read: Combating Racism – Lived Experiences

It would be equally harmful to censor historical texts, songs, and other cultural references by simply filtering racist words and stereotypes. Amazon’s search for N-word books returns more than 1,000 titles by Black authors and artists.

Technology circles are divided over this issue.

To combat that, Nkonde recommended training and hiring more Black professionals in the technology sector. Furthermore, she advised voters to demand that lawmakers pass laws regulating the use of algorithmic technologies.

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NAZA: The Israeli Soldiers Testifying About Gaza’s Civilian Deaths

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During the last week of August, an Israeli strike hit a building in Bureij refugee camp. Unfortunately, some families could not escape. A four-year-old innocent boy was killed, while his mother and sister were wounded. Moreover, Israel also struck Shati refugee camp, saying weapons were stored inside two mosques but providing no public evidence.

Such attacks are why NAZA cannot be treated as a film about some past violence. It arrived while Palestinians were still being brutally killed by the military system its witnesses describe.

What the Word “NAZA” Hides

NAZA is a Hebrew military acronym for “collateral damage.” It refers to the number of civilians expected to die in an approved strike.

Shockingly, the term turns a mother, a child, or an entire family into a figure beside a proposed target. Their deaths are not discovered only after the bomb falls. According to testimony in the film, they can be anticipated before an attack is authorised.

In fact, the documentary challenges Israel’s claim that Gaza’s civilian toll resulted mainly from accidents, individual failures, or Hamas operating among civilians.

Twenty-Four Voices From Inside the System

The film was directed by renowned Israeli journalists Yuval Abraham and Rachel Szor, who worked on the Oscar-winning No Other Land. They spent three straight years gathering testimony from 24 Israeli soldiers and intelligence officers.

The interviews were recorded secretly on Tel Aviv rooftops. The faces and voices of these officers were altered because the participants feared retaliation. Some spoke with guilt, while others appeared indifferent or proud. The directors kept the focus on what they did rather than how they felt.

The witnesses describe surveillance, casualty estimates and remote bombing. Several discuss AI-assisted systems that processed information taken from thousands of Palestinian phones. Calls, locations and personal connections could help identify an alleged Hamas member.

One account describes words detected through a child’s phone indicating that her father had returned home. That information could trigger an airstrike on the family residence. Many people identified by these systems were alleged low-ranking members, yet their homes could be bombed while relatives were present.

In fact, an algorithm did not make these decisions alone. Officers supplied the data, commanders set the rules and human beings approved the attacks.

Families Were Included in the Calculation

One insider claims that approval was granted for an attack expected to kill 500 civilians to strike one Hamas member. The Israeli military has denied planning or approving an operation with 500 anticipated deaths.

That denial must be acknowledged, but it does not answer the testimony. Several witnesses describe civilians receiving an acceptable casualty number before strikes. They also describe attacks in which the suspected target was not confirmed inside the building.

Additionally, other accounts concern Palestinians killed after entering exclusion zones that residents could not see. Witnesses also discuss attacks near aid distribution points. Israel acknowledged that civilians were harmed at these locations and said it changed its rules.

The pattern described is not a handful of soldiers disobeying orders. It is a method built into targeting decisions.

The Refugee Camps Show the Killing Has Not Ended

The Bureij attack was not an isolated act of genocide. During the first week of September, 17-year-old Ibrahim al-Hash was killed in an Israeli drone strike in Jabalia refugee camp. Eight days later, drones struck Nuseirat camp and wounded several Palestinians, some critically. Israeli forces also opened fire near Jabalia.

These are densely populated communities where generations of Palestinians displaced during the Nakba have lived. Their homes and shelters have deliberately been attacked throughout the genocide.

Israel says its strikes target militants, weapons stores or people entering restricted areas. In reality, its explanations often come without evidence that families or independent investigators can examine.

By the second week of September, Gaza’s Health Ministry reported that Israel had killed 1,369 Palestinians and wounded 4,627 since the October 2025 ceasefire. The wider toll since October 2023 had reached at least 73,783 killed and 174,738 wounded.

Palestinians Had Already Told the World

NAZA does not make Palestinian suffering true because Israelis now describe it. Palestinian journalists, doctors, rescue workers and survivors have documented attacks on homes, hospitals, schools, tents and aid seekers throughout the genocide.

Their testimony was doubted or placed beneath Israeli military statements. The film matters significantly because people who operated the surveillance and targeting systems now describe the machinery in its own language.

Their accounts support a record Palestinians had already built with their blood, photographs and names.

Israel Turned on the Filmmakers

NAZA received a 25-minute ovation at the Venice Film Festival and won the Special Jury Prize. However, Israel’s leadership responded with fury.

Prime Minister Benjamin Netanyahu called the documentary antisemitic incitement. Their military chief Eyal Zamir accused it of falsehoods and directed military lawyers to examine possible action. Culture Minister Miki Zohar asked officials to consider stripping Abraham and Szor of their citizenship for alleged disloyalty.

This is not Antisemitism but evidence of Israeli crimes against Palestinians. The response also shows why insider testimony is dangerous. Palestinian witnesses are routinely dismissed as hostile. Israeli officers describing the same system are harder to silence.

Testimony Must Become Accountability

NAZA has broken through part of Israel’s machinery of denial. It presents insiders describing a system in which Palestinian families could be counted before they were killed.

Although a documentary cannot stop the next airstrike, its evidence must lead to independent investigations, an end to military support and accountability for those who designed, approved and protected the system.

Otherwise, NAZA will remain more than a film title. It will remain the cold number placed beside another Palestinian home.

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Twenty-Five Years After 9/11, Muslims Are Still Paying for the War on Terror

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Every September 11, families gather at the World Trade Center, the Pentagon, and a field near Shanksville to remember 2,977 innocent souls. Their names deserve to be read. Their relatives deserve sympathy, and the crime that took their lives must never be excused.

But remembrance becomes incomplete when it ends there. The United States answered the attack with a military campaign that crossed borders and outlived presidents. Though Muslims were not responsible for 9/11, their families abroad and at home have carried the heaviest consequences of the response for twenty-five years.

One Attack Became Permission for Endless War

The invasion of Afghanistan began less than a month after 9/11. What was presented as a mission against terrorist groups soon became a wider project of occupation and political reconstruction.

The government of Iraq did not carry out the September 11 attacks. Even the 9/11 Commission found no evidence of a collaborative operational relationship between Iraq and terrorist groups. Even so, fear helped the then US administration sell an invasion built around weapons of mass destruction that were never found.

Eventually, the “War on Terror” reached Pakistan, Yemen, Somalia, Syria, Libya and the Philippines through airstrikes, raids and proxy forces. It had no fixed battlefield or clear definition of victory. That made it convenient to expand and almost impossible to end.

The Dead Are Counted in Millions

Brown University’s Costs of War project estimates that post-9/11 wars caused at least 4.5 to 4.7 million deaths. Only part of that total came directly from bombs, bullets, and battlefield violence.

Researchers estimate that 3.6 to 3.8 million people died indirectly. War destroyed hospitals, water systems, farms, and local economies. Children died from malnutrition, patients lost treatment, while families faced disease after sanitation systems collapsed.

Although these figures include people of different faiths, the principal battlegrounds were Muslim-majority countries. Therefore, Muslims bore a vastly disproportionate share of the devastation.

Thirty-Eight Million Muslims Were Driven From Home

An estimated 38 million people were displaced by post-9/11 wars in Afghanistan, Pakistan, Iraq, Syria, Libya, Yemen, Somalia and the Philippines.

Some crossed borders and became refugees. Others moved repeatedly as front lines changed. Resultantly, children grew up in camps, and families lost their homes, farmland and livelihoods.

Additionally, Western governments later treated this displacement as a separate migration problem. Many refugees arriving at foreign borders were escaping wars, armed groups, and institutional collapse created or intensified by military intervention.

The Same Language Is Being Used in Gaza

The War on Terror never truly disappeared. Its language now helps Israel defend its genocide in Gaza.

As a result of a Carte blanche to Israel, Palestinians are reduced to “human shields,” homes become “terrorist infrastructure,” and children killed in airstrikes become “collateral damage.” Such terms make civilian deaths appear unavoidable before independent investigators can establish what happened.

Unfortunately, Washington supplies the required backing behind that language. From October 2023 to September 2025, the United States spent $21.7 billion on military assistance to Israel. Moreover, it spent another $9.65 to $12.07 billion on related operations across the wider Middle East.

Though the weapons and leaders have changed since 2001, the permission remains familiar: declare an unlimited fight against terrorism, remove civilians from the centre of the story, and dismiss accountability as support for the enemy.

Muslim Life in the World Came Under Suspicion

The War on Terror also created an internal enemy. Religious practice, immigration history, and political speech became reasons to watch Muslims who had committed no crime.

Under the National Security Entry-Exit Registration System, more than 80,000 men from predominantly Muslim countries had to register with immigration authorities in the United States. Unfortunately, more than 13,000 faced deportation proceedings after complying. The programme produced no terrorism-related convictions.

Moreover, the New York Police Department mapped Muslim neighbourhoods, monitored student groups and sent informants into mosques. Its surveillance reached every mosque within 100 miles of New York. Worshippers began wondering whether newcomers had come to pray or record them.

That suspicion has not disappeared. CAIR received 8,683 civil-rights complaints in 2025 alone, its highest annual number since recording began in 1996. These were complaints rather than court-proven hate crimes, but their scale remains significant.

A 2026 Pew Research Center study found that 59 percent of American Muslims believe Muslims face extensive discrimination. The same percentage said television and films portray them unfairly. Only 34 percent recalled receiving support because of their religion during the previous year.

In a nutshell, remembering September 11 should mean refusing to repeat its horror: the deliberate destruction of innocent life. Those innocent souls killed that day were not a license to invade unrelated countries, torture prisoners, surveil mosques, or punish Muslim families across generations. Twenty-five years later, the War on Terror must be judged not by the fear that launched it, but by the millions of lives it took apart.

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Palestine’s Stolen Heritage: From Gaza’s Mosques to Sebastia

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For centuries, worshippers entered Gaza’s Great Omari Mosque through a building carrying many eras of the city’s history. However, in December 2023, an Israeli strike left much of it in ruins. Consequently, Palestinians returned to pray beside its broken walls and recover whatever could be saved.

In fact, Israel’s genocide in Gaza has killed innocent families and shattered the places where Palestinian life was recorded. On the other hand, in the occupied West Bank, the assault on history takes another form. At Sebastia, archaeology is being used to seize land and separate Palestinians from their own heritage.

Israel Has Damaged Centuries of Gaza’s History

As of March 24, 2026, UNESCO had verified damage to 164 cultural sites in Gaza. They included religious sites, historic or artistic buildings, repositories, monuments, museums and archaeological sites.

This is a confirmed minimum based largely on satellite images and limited inspections. It does not cover every damaged mosque, family archive or traditional home.

Gaza’s historic centre held evidence of more than 5,000 years of urban life. The city linked Egypt, the Levant and the Mediterranean long before Israel tried to reduce it to rubble.

The Great Omari Mosque Held Many Eras in Its Walls

The Great Omari Mosque was Gaza City’s principal congregational mosque. An ancient sanctuary at the site was followed by a Byzantine church. It later became a mosque and was enlarged under Mamluk and Ottoman rule.

Palestinians prayed, studied, and gathered there daily. Its architecture showed how Gaza preserved its past while giving the site new meaning.

Israel accepted that it struck the mosque deliberately. Palestinians involved in recovery work also expressed deep sorrow over this heinous act. The result is undeniable – a centre of worship, scholarship and memory was blasted apart.

The Loss Extends Beyond Gaza’s Mosques

UNESCO’s list also includes the Saint Porphyrius Orthodox Church complex, Pasha Palace Museum, Al-Qaysariyya Market, Rashad al-Shawa Cultural Centre and Hamam al-Sammara.

The church served Gaza’s ancient Christian community. The market carried its commercial history, while Pasha Palace preserved archaeological collections.

Anthedon Harbour recalled Gaza’s ancient Mediterranean trade. Saint Hilarion Monastery reflected the importance of early Christianity in Palestine and was entered on UNESCO’s World Heritage in Danger list in 2024.

These were places where Palestinians worshipped, worked, learned and understood their relationship with the land.

Palestinians Are Saving What They Can

Palestinian architects, archaeologists and volunteers are searching unstable ruins with few tools. At the Great Omari Mosque, teams have cleared debris and recovered architectural pieces and surviving manuscripts.

In 2025, aid workers moved thousands of archaeological objects from a threatened Gaza City warehouse shortly before Israel destroyed the building. The collection came from more than 25 years of excavations. Saving it protected evidence of Palestine’s deep history.

Sebastia Tells a History Israel Cannot Own

Northwest of Nablus, Sebastia contains more than three millennia of history. Its remains span Israelite, Assyrian, Hellenistic, Roman, Byzantine, Islamic, Crusader and Ottoman periods.

The site is sacred to Muslims and Christians because it is traditionally associated with Prophet Yahya (PBUH), known in Christianity as John the Baptist. A Crusader cathedral was later converted into Nabi Yahya Mosque.

Moreover, Sebastia is also a living Palestinian community. Homes, olive terraces, restaurants and businesses surround the ruins. Local families have conserved buildings and earned income from visitors. Yet the Oslo arrangements placed the town in Area B and much of the archaeological mound in Area C under full Israeli control.

Israel Is Turning Archaeology Into Illegal Annexation

Israel increasingly presents Sebastia through a narrow biblical narrative while weakening its connection to the Palestinian town. In 2023, the Israeli government allocated 32 million shekels to develop what it calls the Shomron National Park.

A later expropriation plan covered about 1,800 dunams, or 445 acres. It includes privately owned Palestinian land, olive groves, homes and businesses belonging to residents of Sebastia and nearby Burqa. Proposed roads and fencing could direct visitors to an Israeli-managed attraction while bypassing the Palestinian community.

In 2025, Israeli authorities issued 60 archaeological-site declarations across the northern West Bank, including 30 new locations. In May 2026, an unfortunate legislation intended to transfer West Bank antiquities to an Israeli civilian authority passed its first Knesset reading.

Additionally, a UN commission found that turning occupied archaeological sites into Israeli tourist attractions constituted unlawful misappropriation. It described the proposed transfer as an act of illegal annexation.

Recognising ancient Jewish history is not the problem. The injustice lies in selecting one historical layer, claiming ownership through it, and excluding Palestinians living beside the site.

In a nutshell, Gaza and Sebastia reveal two parts of the same struggle. One policy destroys the physical record, while the other controls how the surviving record is presented.

Palestine’s heritage belongs to the people who preserved it and built their lives around it. Israel may damage the stones or fence them away, but it cannot turn Palestinian history into Israeli property.

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