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.
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.”
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 advancedartificialintelligencelanguage programs exhibit bias and stereotypes.
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 personsof color and women.
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.
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.”
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, biasesreflected in technology often lead to discrimination and unequal treatment.
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 authorsandartists.
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.
Although the world is more focused on the ongoing Israel-Iran War, a lot of severe genocidal acts are underway as a backdrop in Gaza. The 2.2 million people who are living in the Gaza Strip in abysmal conditions are just surviving, day after day.
Amidst the war, Israel again closed the Rafah bordercrossing after it was reopened just a month ago. It is undoubtedly a heinous attack on the innocent civilians of Gaza. Gaza’s only direct gateway to Egypt has once again pushed the enclave toward a severe humanitarian catastrophe.
Israel was allowing just a limited number of aid supplies into Gaza before the Rafah closure, but this genocidal act has completely stopped every humanitarian effort. As a result, the crisis of food shortages, medical collapse, and worsening hunger is getting extreme.
Rafah Crossing: Gaza’s Last Remaining Humanitarian Lifeline
The Rafah crossing has long been Gaza’s most critical humanitarian corridor. Unlike other crossings that are controlled by Israel, Rafah connects Gaza directly to Egypt and the wider Muslim world.
The Rafah crossing serves through:
Entry of humanitarian aid, including food, medicine, and fuel
Evacuation of wounded and critically ill patients
Entry of doctors, journalists, and international humanitarian workers
Gaza’s population is heavily dependent on imported supplies. The enclave produces less than 20% of the food it consumes, making border access essential for survival.
Before the latest closure, aid agencies estimated that 500 to 600 humanitarian aid trucks per day were needed to meet Gaza’s basic needs. In reality, only a fraction of that number has been able to enter.
Ultimately, when Rafah shuts down, Gaza’s already fragile humanitarian system quickly begins to collapse.
Gaza’s Growing Hunger Crisis
Food insecurity in Gaza has reached alarming levels.
The United Nations has warned that hundreds of thousands of people are now facing severe hunger, and food insecurity is reaching its highest levels. Humanitarian agencies report that many families have already reduced their daily meals to one per day or less.
Key indicators illustrating the scale of the crisis are as follows:
Over 80% of Gaza’s population relies on humanitarian food aid
Nearly a million Palestinians face catastrophic food insecurity
Food prices in local markets have surged dramatically due to shortages
Basic staples such as flour, rice, cooking oil, and sugar are becoming increasingly difficult to find. When supplies do appear in markets, prices are often far beyond what ordinary families can afford.
But now, as the aid is completely blocked, the survival of these families is uncertain.
Hospitals on the Edge of Collapse
Before the Rafah closure, critical patients were admitted to Egypt’s hospitals for better medical care. However, since its abrupt closure, medical officials warn that hospitals – a few remaining ones – across the territory are facing critical shortages of medicine, surgical equipment, and fuel needed to power generators.
Key health statistics revealing the severity of the situation are as follows:
More than half of Gaza’s hospitals are no longer operational.
Thousands of patients require urgent evacuation for treatment abroad.
Fuel shortages threaten intensive care units and dialysis centers.
Doctors report that shortages of antibiotics, anesthesia, and surgical materials are forcing hospitals to delay or cancel life-saving procedures.
Moreover, Electricity is another point of contention. Gaza’s power grid has been heavily damaged, meaning hospitals rely almost entirely on diesel generators. Without regular fuel deliveries, critical medical services could stop altogether.
The Role of the Regional Escalation
The latest humanitarian crisis in Gaza is unfolding against the backdrop of a wider regional confrontation involving Israel, the United States, and Iran.
Military tensions between these countries have intensified dramatically, raising fears of a broader Middle Eastern war. As security concerns rise, Israel has tightened its illegal control over Gaza’s borders, including restrictions affecting humanitarian aid routes.
In practice, these security measures primarily impact civilians living in Gaza, who are already struggling with displacement, economic collapse, and widespread destruction of infrastructure.
The result is that Palestinians in Gaza are once again paying the highest price for geopolitical conflicts that extend far beyond their territory.
The Genocide and Growing Global Criticism
The entire world is appalled by the scale of genocide and devastation in Gaza by Israel, with the unravelling support of the US.
The International Court of Justice, the United Nations, and other international organizations have declared it a genocide.
Critics argue that the widespread destruction of civilian infrastructure, mass displacement, and restrictions on food and aid amount to a form of collective punishment prohibited under international humanitarian law.
At the same time, many Western governments continue to provide Israel with political and military support, framing its actions as legitimate self-defense.
For many observers across the Muslim world and the Global South, this response highlights what they see as a profound double standard in the enforcement of international law.
A Population Pushed to the Edge
For Palestinians in Gaza, the closure of Rafah is not simply a political development, but an existential crisis.
Every closed crossing means no aid trucks, medical evacuations, and absolutely no opportunities for relief. Each restriction deepens the humanitarian emergency facing a population already enduring one of the most severe crises in modern history.
With Gaza’s borders sealed and humanitarian access restricted, the enclave’s two million residents remain trapped in a territory where survival increasingly depends on decisions made by distant political and military figures.
This is not so bothersome for the people living outside Palestine, but one must feel the pain that they are living through. How can we survive without food, water, and medical supplies for days and even years? How can we see our children, elders, and women die of hunger, thirst, and bombs? The world must take action before it’s too late!
Across the globe, there are two dominating crisis headlines today: Israel’s blatant genocide in Gaza and the ongoing war between Israel-US and Iran. This war is undoubtedly imposed by Israel and the United States, labeling it necessary for peace.
Western governments and media houses frame their policies around the language of “security” and “stability”. There is a pattern of double standards that undermines international law, credibility, and humanity.
On one side stands Gaza, where more than 2.2 million Palestinians are being killed by Israel. It has produced one of the worst humanitarian catastrophes of the 21st Century. On the other hand, stands Iran, a country that is signatory to the Nuclear Non-Proliferation Treaty (NPT) yet faces sanctions, threats, and even attacks on its civilians.
Why are some countries given carte blanche and strategic exceptions while others face relentless punishment?
Gaza: A Genocide in Plain Sight
Since the beginning of Israel’s large-scale assault on Gaza, the humanitarian impact has been staggering. According to Palestinian health authorities and international humanitarian organizations, more than 80,000 Palestinians have been killed, with a large proportion of the victims being women and children.
Entire neighborhoods across Gaza have been reduced to rubble. The United Nations reports that the vast majority of Gaza’s population has been displaced, many of them forced to move multiple times as Israeli military operations expanded across the territory.
This is the purest form of genocide in modern human history. The scale of destruction, starvation, and forced displacement goes far beyond conventional warfare. However, not all media groups are showing the real picture. Western media is showing its unquestioned support for Israel even during the most heinous crimes against humanity.
Western Silence and Political Protection
The United States remains Israel’s closest international ally. According to data from the U.S. Congressional Research Service, Washington provides Israel with approximately $3.8 billion in annual military assistance under long term defense agreements.
Beyond military aid, Western governments have repeatedly shielded Israel from international accountability. In diplomatic arenas such as the United Nations Security Council, attempts to impose sanctions or demand ceasefires have often been blocked or diluted.
This pattern represents a profound contradiction: while Western leaders frequently emphasize human rights and international law, their response to the devastation in Gaza appears far more restrained than in other global conflicts.
Source: TRT World
Israel’s Nuclear Arsenal: The Middle East’s Open Secret
Another major source of controversy lies in the nuclear dimension of Middle Eastern politics.
Israel is widely believed by international experts to possess between 80 and 200 nuclear warheads, developed through its long-standing nuclear program centered around the Dimona facility in the Negev desert.
Yet Israel maintains a policy known as “nuclear ambiguity” — neither confirming nor denying the existence of its nuclear arsenal.
More importantly, Israel is not a signatory to the Nuclear Non-Proliferation Treaty (NPT), the global framework designed to prevent the spread of nuclear weapons.
Just because it operates outside the NPT system, Israel’s nuclear facilities are not subject to full international inspections by the International Atomic Energy Agency (IAEA).
Despite this reality, Western governments rarely criticize Israel’s nuclear capabilities or call for sanctions related to its weapons program.
Iran and the Nuclear Non-Proliferation Treaty
On the other hand, Iran’s nuclear program exists in a very different legal context.
Unlike Israel, Iran signed and ratified the Nuclear Non-Proliferation Treaty in 1970, which means it is legally permitted to pursue nuclear technology for peaceful purposes such as energy production and scientific research.
Under the NPT framework, Iran’s nuclear facilities are supposed to operate under international monitoring by the International Atomic Energy Agency (IAEA).
Nevertheless, Iran has faced decades of economic sanctions and intense political pressure from Western governments, which argue that its uranium enrichment activities could eventually lead to nuclear weapons development. However, Iranian officials insist that their nuclear program is intended solely for civilian purposes.
Attacks on Iran and the Broader Muslim World
Recent tensions have further escalated the crisis. Israel and the United States have carried out strikes targeting Iranian nuclear facilities, including sites associated with uranium enrichment. The assassination of Iran’s Supreme Leader Ayatollah Ali Khamenei, along with other high-ranking officials show how brutal these strikes are.
Just like in Gaza, Iran’s civilians are also being attacked. One such example is the recent bombing of a girls’ school in Iran in which more than a hundred innocent children and teachers were killed. Such attacks raise serious concerns among international security experts.
Moreover, striking nuclear infrastructure carries enormous risks, including the possibility of radioactive contamination and the potential collapse of global nuclear non-proliferation efforts. Some analysts argue that military attacks on nuclear facilities could actually push targeted states to accelerate weapons development rather than abandon it.
Ultimately, these strikes represent another example of selective enforcement of international norms.
From Gaza to Tehran: A Crisis of Global Credibility
The combined effect of these policies has produced a growing crisis of credibility for the international system.
International law is being applied selectively, enforced strictly against adversaries, while ignored when allies are involved.
From the ruins of Gaza to the nuclear facilities of Iran, the politics of power continue to shape the Middle East in profound ways.
For millions of people across the region, the question is not merely about military strategy or diplomatic rivalry. It is about whether international law truly applies equally to all nations — or whether global justice remains dependent on political alliances.
Until those questions are addressed, the perception of double standards will continue to fuel anger, instability, and distrust across the Middle East and beyond.
The clouds of a full-scale war are hovering over the Middle East amidst the Gaza genocide. The US-Israel unprovoked strike on Iran has sent political, military, and economic shockwaves across the region. Ultimately, it pushed the region into one of its most dangerous moments in decades. What Washington and Tel Aviv describe as a “preemptive defensive operation” is a direct assault on national sovereignty. It has become a dramatic escalation that risks engulfing the Guld in prolonged instability.
During the early hours of 28 February 2026, coordinated American and Israeli air operations struck multiple targets inside Iran, including military infrastructure as well as a couple of girls’ schools. Within hours, Iranian state media confirmed the death of Supreme Leader Ayatollah Ali Khamenei, along with senior security officials. Hundreds of coordinated strikes were carried out in the opening phase by Israel and the United States against Iran.
Washington termed the operation as necessary to neutralize an imminent threat. Israel also justified it as eliminating what it calls an “existential danger.” However, these attacks are unprovoked acts of aggression and severe violations of international law.
A Leadership Assassination with Structural Consequences
The attack on Iran’s Supreme Leader was not a usual casualty. Ayatollah Khamenei had led the Islamic Republic for over 35 years, shaping its strategic doctrine, regional alliances, and military posture. Removing such a figure represents a direct strike at the political and religious core of the Muslim states.
Decapitation strategies like targeting top leadership in the name of deterrence carry profound consequences. They do not end conflicts but often intensify them. Resultantly, Iran announced a 40-day national mourning period and vowed retaliation. Senior officials signaled that the response would extend beyond symbolic gestures.
Iran’s Retaliation and Gulf Vulnerability
Retaliatorily, Iran launched missile and drone strikes toward Israeli territory and toward strategic locations in states hosting US military infrastructure. Gulf capitals responded with emergency security consultations, temporary airspace closures, and heightened defense readiness.
The Gulf’s dilemma is acute as numerous Gulf countries host the US bases. While these facilities are described as stabilizing forces, they simultaneously transform host nations into potential targets during escalation cycles.
The Strait of Hormuz, through which roughly 20 percent of global oil supply transits, became an immediate focal point of concern. Even limited disruptions threaten global energy markets. This sustained instability could push oil prices sharply upward, intensifying economic strain worldwide.
Gaza: The Overlooked Consequence
The escalation comes while Gaza remains devastated by months of genocide. Humanitarian agencies have repeatedly warned of extreme infrastructure collapse, medical shortages, and displacement levels affecting the entire population. Large portions of Gaza’s housing stock and essential services have been destroyed or severely damaged.
Heightened regional conflict often leads to tightened border controls and reduced humanitarian access, justified by security concerns. Aid corridors become entangled in broader military calculations.
This shift in focus carries real consequences. When diplomatic bandwidth is redirected toward containing a wider war, reconstruction plans, ceasefire monitoring, and accountability processes in Gaza may stall.
Thus, the connection is evident – escalation elsewhere reduces urgency for justice in Palestine.
Economic and Strategic Fallout
The economic reverberations are already visible. Energy markets are getting volatile, and regional investors are recalibrating exposure to Middle Eastern assets.
Conflict in the Gulf does not remain confined to the battlefield. It translates into global price pressures, supply chain disruptions, and political uncertainty.
Strategically, the precedent of targeting a sitting supreme leader introduces a new threshold. It signals that regime leadership itself is no longer beyond direct military targeting. Such normalization raises questions about future conflicts and global stability norms.
The Muslim World at a Crossroads
Public anger across Muslim-majority countries has intensified. Protests, political debates, and social mobilization reflect deep concern about sovereignty and double standards in global governance.
This moment tests whether regional powers will push collectively for de-escalation and accountability or remain constrained by strategic alliances.
What Comes Next?
Several scenarios are emerging:
Controlled retaliation followed by backchannel diplomacy.
Escalation cycles involving proxy actors across multiple fronts.
Strategic realignment in which new regional blocs consolidate in response to perceived aggression.
The direction will depend not only on Tehran and Washington, but on Gulf capitals, Beijing, Moscow, and European governments navigating between confrontation and containment.
A Dangerous Threshold
The US–Israel strike on Iran marks a decisive turning point. By targeting Iran’s Supreme Leader, the conflict crossed a political and psychological threshold that reshapes regional calculations, as it was a “Red Line” that had been crossed.
Whether framed as defensive or aggressive, the outcome is the same: the Gulf is more exposed, Gaza’s crisis risks being overshadowed, and the Muslim world faces renewed instability. History shows that wars justified as preventive often expand beyond their stated objectives. The coming weeks will determine whether diplomacy reenters the equation, or whether the Middle East moves into a prolonged era of open confrontation.