When Children Are Treated as Adults: How One Alabama Teen Inspired My Fight for Justice

Girl behind bars.
Girl behind bars. By Nejron Photo; Adobe Stock. File #: 32689299

I did not enter the world of juvenile justice reform through textbooks, research questions, or curiosity about public policy. I entered it through a child. A girl I first met when she was just fourteen years old, wide-eyed, quiet, and already carrying a lifetime of burdens on her small frame. I was assigned as her CASA (Court Appointed Special Advocate) at a time when her life was marked by instability, poverty, and trauma. She was living in conditions most adults would find impossible, yet she still greeted me each week with a hesitant smile, a mix of hope and uncertainty in her eyes. Her resilience was unmistakable, even if she didn’t yet recognize it in herself.

Over the years, I watched her survive circumstances that would flatten most adults. She moved between unsafe living situations, often unsure where she would sleep or whether she would eat. She navigated school while juggling the chaos around her. She experienced loss, betrayal, and instability. And yet she showed up. She tried. She hoped. She fought to stay afloat.

Nothing in those early years prepared me for what would come next.

At sixteen, through a series of events, she was just present when a crime occurred. One she did not commit, did not plan, and did not anticipate. But in Alabama, presence is enough to catapult a child into the adult criminal system. Under Alabama’s automatic transfer statute, Ala. Code § 12-15-203, youth charged with certain offenses are moved to adult court entirely by default, without judicial evaluation and without any meaningful consideration of developmental maturity, trauma history, or the child’s actual involvement.

The law did not acknowledge her age, her vulnerability, her role in the event, or her long history of surviving poverty, abuse, and instability. It simply swept her into the adult system as if she were fully responsible for the incident and for her own survival. Overnight, she went from being a child in need of care to being treated as an adult offender. She was taken to an adult county jail, where her new reality consisted of four concrete walls, metal doors, and the unrelenting loneliness that comes from being a minor in a facility designed for grown men.

 

Child behind bars.
Child behind bars. By Tinnakorn; Adobe Stock. File #: 691836996

Because the Prison Rape Elimination Act (PREA) requires strict “sight and sound separation” between minors and adults, and because most Alabama jails have no youth-specific housing units, she was placed into what the facility calls “protective custody.” In reality, this translated into solitary confinement. She spends nearly every hour of every day alone. No peers. No programming. No classroom. No sunlight. No meaningful human contact.

Not for days. Not for weeks. But for over an entire year.

Even now, writing those words feels unreal. A child, my former CASA child, has spent more than a year in near total isolation because Alabama does not have the infrastructure to house minors safely in adult jails. And it was this experience – witnessing her slow unraveling under the weight of isolation – that pushed me into research and now advocacy.

But the research came after the heartbreak.
She was the beginning, and she remains the reason.

Understanding the System That Failed Her

When I began researching how a child like her could be locked in an adult jail for over a year, the data was overwhelming. In 2023 alone, an estimated 2,513 youth under age eighteen were held in adult jails and prisons in the United States, according to The Sentencing Project. Alabama is not an outlier — it is fully participating in this national trend of treating children as adults based on the offense they are charged with, rather than who they are developmentally.

The more I learned about solitary confinement, the more horrified I became.
And yet none of it surprised me, not after watching what it is doing to her.

A young woman in handcuffs.
A young woman in handcuffs. By Nutlegal; Adobe Stock. File #: 259270712

Human Rights Watch reports that youth held in solitary confinement are 19 times more likely to attempt suicide than their peers in general populations. The United Nations Mandela Rules explicitly prohibit solitary confinement for anyone under eighteen, identifying it as a form of torture. The ACLU has documented the widespread use of isolation for youth in jails due to Prison Rape Elimination Act compliance limitations. And reports from the Prison Policy Initiative and the Equal Justice Initiative show that children in adult facilities face elevated risks of physical assault, sexual violence, psychological decline, and self-harm.

Developmental science aligns with these findings. Decades of work by scholars such as Laurence Steinberg show that adolescent brains are not fully developed — especially the regions governing impulse control, long-term planning, and risk assessment — but are exceptionally responsive to rehabilitation and growth.

Yet Alabama’s transfer laws ignore this entire body of scientific knowledge.

Even more troubling, youth transferred to adult court are 34% more likely to reoffend than youth who remain in the juvenile system. Adult criminal processing actively harms public safety.

Meanwhile, evidence-based juvenile programs, such as family therapy, restorative justice practices, and community-centered interventions, can reduce recidivism by up to 40%.

Everything we know about youth development suggests that rehabilitation, not punishment, protects communities.

Everything we know about juvenile justice suggests that children should never be housed in adult jails.

Everything we know about solitary confinement suggests that no human, let alone a child, should endure it.

And yet here she was, enduring it.

What Isolation Does to a Child

It is one thing to read the research. It is another to watch a child absorb its consequences.

When I visit her, she tries to be brave. She sees me on the video monitor and forces herself to smile, though the strain shows in her eyes. She tells me about the silence in the jail at night, the way it wraps around her like a heavy blanket. She talks about missing school — math class, of all things — and how she used to dream about graduating. She describes the fear, the uncertainty, the way days blend into each other until she loses track of time entirely.

She has asked me more than once if anyone remembers she is only seventeen.
She wonders whether her life outside those walls still exists.
She apologizes for crying — apologizes for being scared, as if fear is a defect rather than a reasonable response to months of isolation.

Watching her navigate the psychological toll of solitary confinement is one of the most difficult experiences I have had as an advocate. The changes have been slow, subtle, and painful: her posture tenser, her voice quieter, her expressions more guarded, her hope more fragile.

Children are resilient, but resilience has limits.
Solitary confinement breaks adults.
What it does to children is indescribable.

A woman in despair.
A woman in despair. By yupachingping; Adobe Stock. File #: 246747604

Why Alabama Must Reform Its Juvenile Transfer Laws

The more I researched, the more I understood that her story is not an exception; it is a predictable outcome of Alabama’s laws.

Ending this harm requires several critical reforms:

  1. Eliminate automatic transfer.

A child’s fate should not be decided by statute alone. Judges must be empowered to consider the full context — trauma history, level of involvement, mental health, maturity, and the circumstances of the offense.

  1. Ban housing minors in adult jails.

Other states have already taken this step. Alabama must follow.

  1. End juvenile solitary confinement.

Solitary confinement is not a protective measure; it is a human rights violation.

  1. Expand access to juvenile rehabilitation programs.

The science is clear: youth rehabilitation supports public safety far more effectively than punishment.

  1. Increase statewide transparency.

Alabama must track how many minors are transferred, how they are housed, and how long they remain in adult facilities. Without data, there can be no accountability.

She Deserves Justice

I am writing a policy brief because of her.
I studied this policy landscape because of her.
I advocate for systemic change because of her.

Her story is woven into every sentence of my research, every recommendation I’ve made, every argument I’ve formed. She is the reason I cannot walk away from this fight, not when I’ve witnessed what the system does to the children most in need of protection.

She deserves safety.
She deserves support.
She deserves a justice system that recognizes her humanity.

And she is not alone. There are countless children in Alabama — many living in poverty, many from marginalized communities, many without stable adult support — who are forced into adult systems that were never designed for them.

Their stories matter.
Their lives matter.
And the system must change.

Light falling over a girl's eyes.
Light falling over a girl’s eyes. By stivog; Adobe Stock. File #: 422569932

What You Can Do

If you believe that children deserve dignity, fairness, and protection, here are ways to support change:

  • Support organizations working to reform youth justice in Alabama:
    Equal Justice Initiative, Alabama Appleseed, ACLU of Alabama, or me — I can use all the help I can get.
  • Share this story to help build awareness.
  • Contact state legislators and demand an end to automatic transfer and juvenile solitary confinement.
  • Become a CASA and advocate for children whose voices are often ignored.
  • Vote in local elections, especially for district attorneys, sheriffs, and judges — leaders whose decisions directly impact youth.

Conclusion: Children Are Not Adults—Alabama’s Laws Must Reflect This Truth

The science is clear, the research is clear, and the human impact is undeniable.
Children are developmentally different. Children are vulnerable. And, in my opinion, children deserve grace, understanding, and second chances.

When we place children in adult jails, when we isolate them for months, when we treat them as if they are beyond repair, we do more than violate their rights—we violate our own values as a society.

The 17-year-old girl I have advocated for over the past three years is a reminder of what is at stake. She is not a statistic. She is not a file number. She is a child — a child whose life, dignity, and future must matter as much as any adult’s.

She is the beginning of my story in this work, and she remains at its heart.
Her experience makes it impossible to ignore the urgency of reform.
And her resilience makes it impossible to lose hope.

Alabama can do better.
Alabama must do better.
And children like her are counting on us to make sure it happens.

Woman behind bars
Woman behind bars; By primipil; Adobe Stock. File #: 524235023

Alabama’s “Invisible Disabilities” ID Proposal

Human Rights Perspective on the Proposal to Put “Invisible Disabilities” on Alabama IDs 

Box for ballot papers on desk and young African American man with disability sitting in wheelchair and making his choice.
Box for ballot papers on desk and young African American man with disability sitting in wheelchair and making his choice. By: pressmaster. Source: Adobe Stock. Asset ID#: 580784797

There is buzz around Alabama’s proposal to designate “invisible disabilities” on state ID cards by the end of this fiscal year. This legislative initiative has sparked significant debate and attention. In November 2025, a bill was introduced in Alabama that would allow individuals to add an “invisible disability” designation to their driver’s licenses or state ID cards. Ontario Tillman, the state representative who is introducing this measure, argues that this “protective” measure could help law enforcement and first responders understand and quickly identify persons who may have non-apparent disabilities such as autism, PTSD, or traumatic brain injury. Tillman argues that this would be helpful for law enforcement and other officials to know because people with these and other invisible disabilities may respond to officers in unexpected ways that could cause situations to spiral dangerously. By equipping law enforcement and first responders with the information that the person they are engaging with has an invisible disability, Tillman hopes that there would be more patience and understanding built between responders and the person with the disability.

Invisible Disability ID Markers Elsewhere

States like Alaska, Maryland, and Colorado have started adding invisible disability indicators to driver’s licenses and ID cards, but they are taking different routes and raising similar debates. Alaska lets residents voluntarily add an invisible disability designation to licenses or IDs through its DMV, framing it as a tool to signal needs in situations like traffic stops or emergencies without revealing a specific diagnosis. Colorado offers a small icon on state IDs for people with invisible disabilities and, in the first year and a half of its implementation, 1,096 people signed up for the marker. In Maryland, “Eric’s Law” created an optional invisible disability notation after disability activist Eric Blessed Carpenter Grantham pushed for the state to offer this accommodation; the Maryland Department of Transportation now treats the marker as one more tool for safety and understanding. Across these states, the basic idea is similar: make it easier for disabled people to get accommodations or de-escalation in high-stress situations by building a quiet signal into ID systems.​

People’s reactions, though, show how complicated it feels to put disability information on something as central as an ID. Supporters, including some disability advocates and families, say these markers can reduce misunderstandings with law enforcement, explain why someone might not respond typically in a crisis, and help folks access assistance in travel, medical, or security settings. Critics worry about privacy, data misuse, and the risk that a symbol meant to protect could expose disabled people to profiling or discrimination, especially if officers or agencies lack proper training. The same design that could make interactions safer may also force people to disclose something deeply personal just to move through public life, which is why most of these programs stress that the markers are voluntary and part of a broader conversation about rights, safety, and trust.​

The Sunflower Movement

The Sunflower Movement takes a different, more global approach by using a simple visual symbol—a yellow sunflower on a green background—to quietly say, “I have a non-visible disability; I may need a little extra time or support.” The Hidden Disabilities Sunflower program started in UK airports and has spread across airlines, transit systems, and public venues in the U.S. and worldwide, with lanyards, pins, or badges that travelers can choose to wear. For people who travel, the appeal is that you don’t have to verbally explain a diagnosis every time you go through security or check in; instead, staff trained on the symbol are supposed to slow down, offer clearer instructions, or provide small accommodations like extra time, seating, or help navigating noisy, crowded spaces.​

Airports from Albany to Boise and Nashville have adopted the sunflower lanyard program as part of disability awareness and inclusion initiatives, often pairing it with staff training and signage so people know what the symbol means. Travelers with autism, chronic pain, anxiety, or other invisible conditions have described feeling more seen and less judged when wearing the lanyard, especially in stressful spaces like TSA lines or boarding gates. At the same time, the sunflower is not legally binding—unlike ADA accommodations—and depends heavily on staff attitudes; if workers aren’t trained or take it as “just a nice idea,” the symbol can lose its power and even feel performative. For many in our generation, the Sunflower Movement sits at the intersection of design and dignity: it’s a low-tech, opt-in signal that can make travel more humane, but it also reminds us that real inclusion still requires policy, training, and accountability behind the symbol.

CRPD and Human Dignity

While there are clearly benefits to implementing such IDs, there are also human rights concerns that we need to be aware of when placing identifying markers on government documents. The Convention on the Rights of Persons with Disabilities emphasizes respect for inherent dignity, autonomy, and privacy, which implicitly warns against measures that increase stigma or surveillance. An ID marker might help in some emergencies, but it can also conflict with the right to privacy and non-discrimination if used coercively or without strong safeguards.On one hand, the designation could protect life and security (civil and political rights) in police encounters; on the other, it could undermine equal treatment in employment, housing, or education if IDs are widely requested or copied, thereby harming economic, social, and cultural rights. From a human rights perspective, it is important to consider this bill’s implications for privacy, potential misuse of data, and the risk of profiling. There is the potential for harmful labeling labeling and hidden discrimination practices through this policy, particularly for marginalized communities already facing over-policing.​

Conclusion

For Alabamians with “invisible” disabilities, this new ID proposal raises immediate questions: Who controls disability disclosure? How do policies intended to “help” sometimes deepen exclusion? And how can we push for alternatives—like better training, crisis-response reform, and universal design—rather than relying on labels that follow disabled people everywhere they go? Creating a human-rights-oriented world requires creativity and innovation, and ID markers and sunflowers are just two methods among many that we could implement to advance this cause. In pursuit of human rights, let’s be sure to consider the pros and cons of every step we take.

Catcalling Isn’t Just a Safety Issue

  What is Catcalling?

When I was 13 years old, I was helping tear shingles off the roof. It was the middle of the day, so cars were driving up and down the road. One car had the top down and a group of guys were in it. My back was towards them, but I heard whistles and yelps. When I turned around they were already speeding away.

Everyone might have a slightly different definition of catcalling; it can be based on things someone has heard, seen, or experienced. The official definition of catcalling is “a loud, sexually suggestive, threatening or harassing call or remark directed at someone publicly.” This behavior can include sexual comments and remarks, whistles, following someone in public, and even indecent exposure. While anyone can experience it, women have historically been, and continue to be, the main targets.

 In a study done by Colleen O’Leary of Illinois State University, women were interviewed about their experiences with catcalling. Most of them defined catcalling as “a man yelling sexual or derogatory comments towards a woman.” The majority of participants said that it is a verbal and audible gesture, while others said that they would consider things like staring and other suggestive behaviors as catcalling as well. It is important to remember that individual experiences shape your definition, and just because it is different from someone else’s, does not make it wrong.

Impact of Catcalling

For the women experiencing it, catcalling is almost never positive. While most men, when asked, said that it was their way of “complimenting” a woman, the women experiencing these comments did not agree that catcalling felt like a compliment. Catcalling is a form of sexual harassment, the consequences of which are not small or harmless. Girls as young as 11 years old, and even younger, will receive unprompted commentary on their appearances. Exposure to objectification at such a young age can cause feelings of shame, body image issues, anxiety, and vulnerability.

A girl sitting at a school desk staring out to the side, it looks like she is distracted and not paying attention
Caption: Girl distracted in school. By: Seventyfour Source: Adobe Stock Asset ID#: 906974163

By the age of seventeen, 85% of girls claim that they have been sexually harassed. When 5,000 women were asked about their experience, 85% of them said that they choose alternate routes (often longer ones) to get to their destinations to avoid experiencing unwanted attention. Another study of 4,900 women found that more than a third had been late to school or work because of street harassment.

These studies show that catcalling is not innocent. Those who experience sexual harassment can have feelings of absent mindedness and a lack of focus. Research shows that girls who experienced objectification by men perform worse academically, especially in mathematics. Unlike a compliment, which makes someone feel good, this makes girls doubt themselves and diminishes them to “objects”.

Safety Issues

Article 3 of the Universal Declaration of Human Rights (UDHR) states that all people have the right to life, liberty and security, which includes feeling secure and safe in public spaces. For most women, catcalling can quickly lead to feeling unsafe in an area where they expect to experience catcalling. In a study done by Colleen O’Leary of Illinois State, it is reported that women felt fear when they had to walk alone at night, use public transit, or walk in desolate public spaces like parking garages.

A woman standing at a fenced dimly lit bridge in the dark looking outward before she walks forward.
Caption: Woman walking at night By: Haru Works Source: Adobe Stock Asset ID#: 576642516

Some women have stated that they have cancelled plans and social outings, not because they did not want to go, but in fear of being harassed. The need to avoid catcalling and potential street harassment outweighed the experience they would get when hanging out with their friends. A smaller percentage of women reported that they packed up their things and decided to move towns. Imagine packing up your life and leaving your family, friends, and work behind because you don’t feel safe in the streets of the town you live in.

In a podcast hosted by Ayesha Rascoe, she interviewed a person who came up with an exhibit idea where males would get to experience getting catcalled by other men. Women from the Sacramento region, where this exhibit took place, were asked to send in their stories of being catcalled. Their submissions were then recorded in studios with men reading the submissions out loud. The idea of the exhibit was a dark hallway with a mirror in the middle. This was meant to provide an auditory experience. When men got to the mirror, they would put on headphones that would play a montage of the recorded submissions of catcalls, all while staring at themselves in the mirror.

This exhibit was visited by people all over the world, and both men and women came to experience it. Women who went in came out and stated that they felt validated and seen. Men came out of the exhibit crying and pleading for forgiveness. A lot of them claimed that they had never realized the impact catcalling carried. For most of them this was the first time that they experienced anything like this. And while this was a controlled environment, and there was no imminent danger, it made real situations that much scarier. Walking out of the exhibit, you are unscathed, bothered, but unharmed. The same is not true for real scenarios where women have experienced it.

Economic Issues

As mentioned previously, a research study showed that girls who have experienced objectification tend to perform worse in school, specifically in subjects like math. However, this is not exclusive to a school setting. Women experiencing objectification from the opposite sex, often experience enhanced feelings of self-objectification. Studies have shown that this has consequences of hindering focus and the ability to concentrate. In turn, it leads to inadequate performance in mathematical fields or during times when logical reasoning is required.

A woman looking angry at a man.
Caption: A woman looking angry at a man. By: Drobot Dean Source: Adobe Stock Asset ID#: 94475250

In one study, college girls were left alone in a dressing room for 10 minutes and asked to complete a math test. The only difference is that some girls were wearing swimsuits, while the others wore sweaters. The women who were dressed in swimwear performed poorer on the test compared to those in sweaters. The same study was completed on college males, and there was negligible difference in their test scores regardless of what they were wearing.

This is important because in both studies it is apparent that, when girls experience feelings of sexualization or think that they are in danger of being perceived in sexual contexts, they tend to underperform on daily tasks. This puts them at a disadvantage in both the classroom and in the workplace, which might help explain why the male and female gap in STEM fields remains high.

Conclusion

While there are no legal repercussions that are meant to protect women, or anyone, from catcalling in the US, it is beginning to be recognized as a legitimate form of sexual harassment. In 2022, Britain included catcalling and street sexual harassment as crimes that would hold a two-year jail punishment. By doing this they are aiming to create a safer environment for their citizens.

Additionally, by creating immersive exhibits like the ones in Sacramento, along with protective laws, there is hope that catcalling and street harassment will be a thing of the past. As societies move towards a safer tomorrow, it is important to remember those who have been impacted by this. The more this gets spoken about and the more experiences are shared, the bigger an impact will be created.

Finally, it is important to step in when someone needs help. When witnessing an instance of street harassment or catcalling, statistically, bystanders will not engage because they assume someone else will help. With this mentality, those being affected by catcalling and street harassment are left without help. If you come across this, do not be the one who thinks someone else will step in. If it is safe for you to do so, then calling the police, intervening, or even creating a distraction can make all the difference for someone.

AI in Mental Health Diagnostics

Digital cloud earth floating on neon data circle grid in cyberspace particle wave.
Image 1: Digital cloud earth floating on neon data circle grid in cyberspace particle wave. Adobe Express Stock Images. ZETHA_WORK. #425579329

In recent years, the promise of artificial intelligence (AI) in mental-health care has grown rapidly. AI systems now assist in screening for depression or anxiety, help design treatment plans, and analyze huge volumes of patient data. However, emerging evidence shows that these systems are not neutral: they can embed and amplify bias, threaten rights to equality and non‐discrimination, and have psychological consequences for individuals. We’ll be examining how and why bias arises in AI applications for mental health, the human rights implications, and what psychological effects these developments may carry.

The Rise of AI in Mental Health

AI’s application in mental health is appealing. Many people worldwide lack timely access to mental-health professionals, and AI systems promise scale, cost-efficiency, and new capabilities, like detecting subtle speech or behavioral patterns, that might identify issues earlier. For example, algorithms trained on speech patterns aim to flag depression or PTSD in users.

In principle, this could extend care to underserved populations and reduce the global burden of mental illness. But the technology is emerging in a context of longstanding disparities in mental health care; differences in who is diagnosed, who receives care, and who gets quality treatment.

How Bias Enters AI-based Mental Health Tools

Bias in AI systems does not begin with the algorithm alone; it often starts with the data. Historical and structural inequities, under-representation of certain demographic groups, and sensor or model limitations can all embed biased patterns that then get automated.

A recent systematic review notes major ethical issues in AI interventions for mental health and well‐being: “privacy and confidentiality, informed consent, bias and fairness, transparency and accountability, autonomy and human agency, and safety and efficacy.”

In the mental health screening context, a study from the University of Colorado found that tools screening speech for depression or anxiety performed less well for women and people of non‐white racial identity because of differences in speech patterns and model training bias. A separate study of four large language models (LLMs) found that for otherwise identical hypothetical psychiatric cases, treatment recommendations differed when the patient was identified (explicitly or implicitly) as African American, suggesting racial bias.

These disparities matter: if a diagnostic tool is less accurate for certain groups, those groups may receive delayed or improper care or be misdiagnosed. From a rights perspective, this raises issues of equality and non-discrimination. Every individual has a right to healthcare of acceptable quality, regardless of race, gender, socioeconomic status, or other status.

Human Rights Implications

Right to health and equitable access

Under human rights law, states have obligations to respect, protect, and fulfill the right to health. That includes ensuring mental health services are available, accessible, acceptable and of quality. If AI tools become widespread but are biased against certain groups, the quality and accessibility of care will differ, and that violates the equality dimension of the right to health.

Right to non-discrimination

The principle of non-discrimination is foundational: individuals should not face less favorable treatment due to race, gender, language, sexual orientation, socio-economic status, or other prohibited grounds. If an AI mental health tool systematically under-detects problems among women or ethnic minorities or over-targets mental-health evaluation for other groups, discrimination is implicated. For instance, a study found LGBTQIA+ individuals were much more likely to be recommended mental health assessments by AI tools than was clinically indicated based on socioeconomic or demographic profile.

Right to privacy, autonomy and dignity

Mental health data is deeply personal. The use of AI to screen, predict or recommend treatment based on speech, text or behavior engages issues of privacy and autonomy. Individuals must be able to consent, understand how their data is used, challenge decisions, and access human oversight. The systematic review flagged “autonomy and human agency” as core ethical considerations.

Accountability and due process

When decisions about screening, diagnosis, or intervention are influenced by opaque algorithms, accountability becomes unclear. Who is responsible if an AI tool fails or produces biased recommendations? The software developer? The clinician? The institution? This ambiguity can undermine rights to remedy and oversight. The “Canada Protocol” checklist for AI in suicide prevention emphasized the need for clear lines of accountability in AI-driven mental health systems.

Differential labeling and stigma

When AI systems target certain groups disproportionately, for example, recommending mental health assessments for lower-income or LGBTQIA+ individuals when not clinically indicated, it may reinforce stigma. Being singled out for mental health screening based on demographic profile rather than actual need can produce feelings of being pathologized or surveilled.

Bias in therapeutic relationship

Mental health care depends heavily on the relationship between a person and their clinician. Trust, empathy, and feeling understood often determine how effective treatment will be. When someone believes their provider truly listens and treats them fairly, they’re more likely to engage and improve. But if technology or bias undermines that sense of understanding, people may withdraw from care or lose confidence in the system.

Reduced effectiveness or misdiagnosis

If an AI tool under-detects depression among certain groups, like women or ethnic minorities, and that leads to delayed treatment, then the psychological impact of possible longer suffering, increased severity, and reduced hope is real and harm-producing. One study found that AI treatment recommendations were inferior when race was indicated, particularly for schizophrenia cases.

These psychological effects show that bias in AI is not just a technical defect; it can ripple into lived experience, identity, mental health trajectories, and rights realization.

Chatbot conversation Ai Artificial Intelligence technology online customer service.
Image 2: Chatbot conversation with AI technology online customer service. Adobe Express Stock Images. khunkornStudio.
#567681994

Why AI Bias Persists and What Makes Mental Health AI Especially Vulnerable

Data limitations and under-representation

Training data often reflect historical care patterns, which may under-sample certain groups or encode socio-cultural norms that do not generalize. The University of Colorado study highlighted that speech-based AI tools failed to generalize across gender and racial variation.

Hidden variables and social determinants

One perspective argues that disparities in algorithmic performance arise not simply from race labels but also from un-modelled variables, such as racism-related stress, generational trauma, poverty, and language differences, all of which affect mental health profiles but may not be captured in datasets.

Psychology of diagnostic decision-making

Mental health diagnosis is not purely objective; it involves interpretation, cultural nuance, and relational trust. AI tools often cannot replicate that nuance and may misinterpret behaviors or speech patterns that differ culturally. That raises a psychological dimension: people from different backgrounds may present differently, and a one-size-fits-all tool may misclassify them.

Moving Toward Rights-Respecting AI in Mental Health

Given the stakes for rights and psychology, what should stakeholders do? Below are guiding principles anchored in human rights considerations and psychological realities:

  1. Inclusive and representative datasets
    AI developers should ensure that training and validation data reflect diverse populations across race, gender, language, culture, and socioeconomic status. Without this, bias will persist. Datasets should also capture social determinants of mental health, such as poverty, trauma, and discrimination, rather than assuming clinical presentations are uniform.
  2. Transparency, explainability, and human oversight
    Patients and clinicians should know if an AI tool is being used and how it functions, and they should remain able to challenge its outputs. Human clinicians must retain decision-making responsibility; AI should augment, not replace, human judgement, especially in mental-health care.
  3. Bias-testing and ongoing evaluation
    AI tools should be tested for fairness and performance across demographic groups before deployment, and, once deployed, they should be continuously monitored. One large study found that AI recommendations varied significantly by race, gender, and income.
    Also, mitigation techniques are emerging to reduce bias in speech- or behavior-based models.
  4. Rights to remedy and accountability
    When AI-driven systems produce harmful or discriminatory outcomes, individuals must have paths to redress. Clear accountability must be established among developers, providers, and institutions. Regulatory frameworks should reflect human rights standards: non-discrimination, equal treatment, and access to care of quality.
  5. Psychological safety and dignity
    Mental health tools must respect the dignity of individuals, allow for cultural nuance, and avoid pathologizing individuals based purely on demographic algorithms. The design of AI tools should consider psychological impacts: does this tool enhance trust, reduce stigma, and facilitate care, or does it increase anxiety, self-doubt, or disengagement?
  6. Translate rights into policy and practice
    States and professional bodies should integrate guidelines for AI in mental health into regulation, licensing, and accreditation structures. Civil society engagement, which includes patient voices, mental-health advocates, and rights organizations, is critical to shaping responsible implementation.

Looking Ahead: Opportunities and Risks

AI has enormous potential to improve access to mental health care, personalize care, and detect risks earlier than ever before. But, as with many new technologies, the impacts will not be equal by default. Without a proactive focus on bias, human rights, and psychological nuance, we risk a two-tier system: those who benefit versus those left behind or harmed.

In a favorable scenario, AI tools become transparent and inclusive, and they empower both clinicians and patients. They support, rather than supplant, human judgement; they recognize diversity of presentation; they strengthen trust and equity in mental health care.
In a less favorable scenario, AI solidifies existing disparities, misdiagnoses or omits vulnerable groups, and erodes trust in mental-health systems, compounding rights violations with psychological harm.

The path that materializes will depend on choices made today: how we design AI tools, how we regulate them, and how we embed rights and psychological insight into their use. For people seeking mental health support, equity and dignity must remain at the heart of innovation.

Conclusion

The use of AI in mental health diagnostics offers promise, but it also invites serious rights-based scrutiny. From equality of access and non-discrimination to privacy, dignity and psychological safety, the human rights stakes are real and urgent. Psychologists, technologists, clinicians, regulators and rights advocates must work together to ensure that AI supports mental health for all, not just for some. When bias is allowed to persist, the consequences are not only technical, but they’re also human.

“I Didn’t Know It Had a Name”: Understanding Labor Trafficking — and How to Spot It

AdobeStock_136448884 - Maid changing pillows during housekeepingBy Robert Kneschke
AdobeStock_136448884 – Maid changing pillows during housekeeping By Robert Kneschke

When Rosa* arrived to clean guest rooms at a popular beach hotel, the recruiter’s promises still echoed: “$12 an hour, free housing, and a chance to learn English.” Her temporary work visa had cost thousands in “fees,” which the recruiter said she could repay from her first months of wages. But the free housing was a crowded motel room with six other women. The “fees” kept growing. Her passport was locked in a supervisor’s desk “for safety.” Twelve-hour shifts stretched into sixteen. If she complained, the supervisor reminded her that she “owed” the company and could be sent home in debt, or reported to immigration. Rosa wasn’t chained. She could walk to and from work. Yet every part of her life, documents, debt, threats, and isolation, was controlled.

Rosa didn’t know it had a name. It does: labor trafficking.

What is labor trafficking?

Under U.S. law, labor trafficking (also called forced labor) occurs when someone obtains another person’s labor or services through force, fraud, or coercion. This includes threats of serious harm, schemes, abuse of legal process (for example, threatening deportation), or withholding documents and wages to compel work. 

Globally, the International Labour Organization (ILO) estimates 27.6 million people are in forced labor on any given day. A 2021 report estimated that 50 million people are in “modern slavery,” which also includes forced marriage.  In 2024, the ILO reported that illegal profits from forced labor in the private economy reached $236 billion annually, a 37% increase over a decade; this is evidence that coercion is lucrative for traffickers and intermediaries. 

AdobeStock_36854977. Black Businessman holding black bag full money. By RODWORKS
AdobeStock_36854977. Businessman holding a bag full of money. By RODWORKS

How does it happen? The “means” traffickers use

The ILO identifies 11 indicators that commonly appear in forced labor situations. You rarely need all 11 to determine risk; one or more strong indicators can be enough to signal danger. These are abuse of vulnerability, deception, restriction of movement, isolation, physical or sexual violence, intimidation and threats, retention of identity documents, withholding wages, debt bondage, abusive working and living conditions, and excessive overtime. 

Rosa’s story shows several in practice:

  • Debt bondage via unlawful recruitment fees and deductions.
  • Withholding documents (passport confiscation).
  • Threats and abuse of legal process (“We’ll call immigration”).
  • Excessive overtime and abusive conditions.

These tactics can entrap anyone, citizens and migrants, men and women, adults and youth.

AdobeStock_321877815-1. Man putting smartphone, passport and money into safe. By New Africa
AdobeStock_321877815-1. Man putting smartphone, passport and money into safe. By New Africa

Where labor trafficking shows up (it’s closer than you think)

Contrary to the myth that labor trafficking only happens “somewhere else,” it also occurs in wealthy countries, including the United States, across both hidden and highly visible industries. 

  1. Agriculture, forestry, and food processing: Seasonal, remote worksites and complex contracting chains create risk. Temporary visa programs (such as H-2A for agriculture and H-2B for non-agricultural seasonal work) can be both lifelines and levers for coercion when employers or labor brokers retaliate or threaten to withhold visa renewals. The Hotline data and policy research from Polaris Project detail cases involving wage theft, unsafe housing, and retaliation.
  2. Hospitality, cleaning, and landscaping: Hotels, resorts, commercial cleaning, and landscaping often rely on subcontractors and staffing agencies, which can obscure who is responsible for wages, safety, and housing. The National Human Trafficking Hotline has identified hundreds of potential victims linked to hospitality supply chains.
  3. Construction and manufacturing: Long hours, dangerous sites, and layers of subcontracting elevate the risk of coercion, document retention, and threats. The ILO’s indicators surface repeatedly in these sectors.
  4. Domestic work and caregiving: Workers in private homes can be isolated from the public and regulators, leaving them vulnerable to withheld wages, restricted movement, and threats. The ILO’s global estimates include millions of cases of domestic work under forced labor.
  5. Seafood and global supply chains: Beyond U.S. borders, supply chains can mask the use of forced labor in fishing, seafood processing, apparel, electronics, and more. The U.S. Department of Labor’s List of Goods Produced by Child Labor or Forced Labor is a sobering catalog, as it lists 204 goods from 82 countries (as of Sept. 5, 2024). Policymakers and purchasers use it to identify high-risk imports and improve due diligence.
AdobeStock_573441418. Exhausted little girl sitting on floor concrete wall background. child labor and exploitation
AdobeStock_573441418.  Exhausted little girl sitting on floor – labor exploitation. By AungMyo

State action and import bans

In recent years, the U.S. has restricted imports tied to forced labor under the Uyghur Forced Labor Prevention Act (UFLPA) and other authorities, adding companies to enforcement lists and blocking imports in sectors such as footwear, aluminum, and seafood. These steps matter because cutting off profits reduces incentives to exploit. 

Common threads: What to watch for

While every case is unique, patterns repeat:

  1. Recruitment fees and debt: Workers are charged unlawful or inflated fees by recruiters. Debts balloon through deductions for housing, equipment, or transport, paid back through labor; the worker can’t freely leave.
  2. Document confiscation: Passports, IDs, or visas are held “for safekeeping,” removing mobility and increasing fear.
  3. Threats and abuse of legal process: Supervisors threaten deportation, blacklisting, or calling the police if workers complain.
  4. Isolation: Workers are transported to remote sites, housed on-site, or told not to speak to neighbors, customers, or inspectors.
  5. Wage theft and excessive overtime: Unpaid overtime, below-minimum wages, or pay withheld until a season ends.
  6. Subcontracting opacity: When multiple entities sit between the worker and the brand, accountability gets murky, and traffickers exploit the gaps.

Who is at risk?

Anyone facing economic hardship, discrimination, or a lack of legal protections can be targeted. Migrant workers, especially those whose visas tie them to a single employer, can be especially vulnerable to coercion. Data from the National Human Trafficking Hotline’s analysis shows thousands of victims holding temporary visas at the time of their abuse. 

But vulnerability isn’t limited to migrants. Youth aging out of care, people in debt or homelessness, and disaster-displaced families are at an elevated risk of labor exploitation. Traffickers prey on need, not nationality.

AdobeStock_265465062. Teenage girl with other homeless people receiving food.By New Africa
AdobeStock_265465062. Teenage girl with other homeless people receiving food. By New Africa

How is labor trafficking different from “regular” workplace abuse?

Workplace violations (like unpaid overtime) are serious and enforceable through agencies like the U.S. Department of Labor, but they are not all trafficking. Trafficking involves a compelling mechanism (force, fraud, or coercion) that deprives a worker of a meaningful choice to leave. If you see indicators like debt bondage, document confiscation, or threats of serious harm or deportation, you may be looking at forced labor, which is a crime. 

What progress looks like

Governments, companies, and civil society have tools to reduce risk:

But the profit motive remains powerful, given the staggering $236B in illegal profits stemming from forced labor, so vigilance and reporting are critical. 

AdobeStock_475597494.jpeg. "Ban goods made with forced labor " By AndriiKoval
AdobeStock_475597494.jpeg. “Ban goods made with forced labor ” By AndriiKoval

How you can help (even if you’re not sure it’s trafficking)

You don’t have to decide whether a situation is “definitely” trafficking. If you notice multiple indicators, such as debts used to control, threats, confiscated documents, isolation, abusive conditions, withheld wages, or excessive overtime, say something. Trained specialists can sort out whether it’s a labor law violation, trafficking, or both, and connect people to help.

In the United States

  • National Human Trafficking Hotline – 1-888-373-7888 (24/7), text “BEFREE” (233733), or online report/chat: humantraffickinghotline.org. (The hotline is supported by Health and Human Services and is transitioning operators; the number and channels remain active.)
  • DHS Blue Campaign / ICE HSI Tip Line – To reach federal law enforcement directly about suspected trafficking or smuggling: 1-866-347-2423 or submit an online tip.
  • U.S. Department of Labor, Wage & Hour Division (WHD) – For wage theft, child labor, or overtime violations that may overlap with trafficking: 1-866-4-US-WAGE (1-866-487-9243) or file a complaint online.
  • OSHA – For unsafe or abusive working conditions posing imminent danger: 1-800-321-OSHA (6742).
  • 911 – If someone is in immediate danger.

If you’re an employer or community leader, post these numbers in break rooms, faith centers, and shelters—and ensure reporting won’t trigger retaliation.

Bringing it back to Rosa

One winter night, a guest slipped Rosa a folded flyer with a number and the words: “You have rights.” She called during her only free hour. The advocate didn’t ask her to be certain; they asked about indicators, debt, documents, threats, wages, and hours, and created a safety plan. Law enforcement and labor investigators coordinated with a local nonprofit. Rosa got her passport back, moved into safe housing, recovered wages, and started English classes. She still cleans rooms, but now she does it on her own terms, and she keeps extra copies of that number in her apron pocket.

AdobeStock_239599722.jpeg. Young chambermaid with clean towels in bedroomBy New Africa
AdobeStock_239599722.jpeg. Young chambermaid with clean towels in bedroom By New Africa

If you or someone you know might be experiencing labor trafficking:

You don’t need to be sure. Calling could be the beginning of someone’s freedom.

Unchained hands raised to the sky
AdobeStock_54553304. Formerly tied hands raised to the sky. By Marina

*The name and story used are a representation of labor trafficking victims.

Proposed Southeastern Natural Gas Pipeline Raises Concerns

An expansion to a natural gas pipeline is slated to begin construction in the fourth quarter of 2026, a project that the Southern Environmental Law Center (SELC) has called a “fossil fuel superhighway.” The proposed South System Expansion 4 project is a $3.5 billion pipeline expansion that would span 291 miles across Mississippi, Alabama, and Georgia. It has been proposed to upgrade the Southeastern United States’ energy grid, providing an additional 1.3 billion cubic feet of natural gas capacity per day. Kinder Morgan, the company presiding over the project, touts the market-driven demand for natural gas and the sustainable growth that the expansion will bring to the region. The SELC cites environmental and economic concerns, urging the federal government to take careful consideration of the adverse impacts that this pipeline expansion could have on the communities through which it passes.

Aerial view of pipeline.

Image One: Aerial view of pipeline. By: MelissaMN. Source: Adobe Stock. Asset ID#: 221316621

Federal Energy Regulatory Commission Process

The project is currently under review by the Federal Energy Regulatory Commission (FERC), which must issue a certificate of public convenience and necessity to construct any interstate natural gas pipeline. FERC accepted public comments that address potential hazards, externalities, alternatives, and relevant information regarding the project until October 6th. In a joint statement of protest, several organizations, including Alabama Rivers Alliance, Blackbelt Women Rising, and Energy Alabama, pointed out potential issues with the pipeline for FERC’s consideration. NYU Policy Integrity also urged FERC to consider environmental concerns in its decision.

ƒmodiSSE4 Environmental Impact Statement

Under the National Environmental Policy Act, an Environmental Impact Statement (EIS) outlining the potential externalities of any project under FERC’s jurisdiction is required. The joint protest issued by Alabama Rivers Alliance, Blackbelt Women Rising, Energy Alabama, and others urges FERC to fully consider the effects of 14 new natural gas pipeline loops on water quality, endangered species, air quality, and marginalized communities in its EIS. In an outline of the project, Kinder Morgan addressed environmental concerns; they claim that the project is “committed to protecting significant cultural sites and environmentally sensitive areas.” The overview explains the environmental considerations they will make before, during, and after the project’s conclusion. It states that the field surveys will be conducted to avoid sensitive areas, environmental inspectors will monitor the project as it progresses, and land will be re-seeded and restored after completion.

The joint protest raises additional concerns. Crossing rivers and streams using open-cut methods can increase the water’s total suspended solids and damage local ecosystems. Horizontal directional drilling causes erosion. The project would require 130 million gallons of water, which would require extraction that can cause “water-shed wide ecological stress.” It also mentions that “[o]ut of the 14 compressor stations being modified as part of this Project, only one compressor unit is slated to be electric.” These non-electric compressor stations produce harmful pollutants like nitrogen dioxide and volatile organic compounds. The pipeline will also run across Alabama’s Blackbelt region, which already deals with toxic coal ash, industrial wastewater, and other environmental injustices.

Aerial shot of Alabama's Coosa River.
Image Two: Aerial shot of Alabama’s Coosa River. By: Donny Bozeman. Source: Adobe Stock. Asset ID#: 494086723

Environmental Justice and Public Health

As NYU Policy Integrity mentions, under a recent memorandum released by the Council on Environmental Quality, FERC is not required to examine environmental justice issues when considering a project’s potential harm and impact. This memorandum is in accordance with the January 2025 executive order Unleashing American Energy, signed by President Trump, which directs federal agencies to “expedite permitting approvals.” The memorandum adds that agencies “must prioritize efficiency and certainty over any other policy objectives.” However, FERC is still required to examine potential harms to the public, and the effects of the pipeline construction cannot be divorced from the local situation of the pipeline’s immediate impact area. The pipeline will cross through areas with higher concentrations of particulate matter than the national average. According to data collected from County Health Rankings and Roadmaps, the eleven Alabama counties that the project is projected to cross have an average of 8.9 micrograms per cubic meter of fine particulate matter in the air; the US average is 7.3. The prevalence of asthma among adults was also higher than the national average in each of the Alabama counties, according to 2022 CDC PLACES data. NYU Policy Integrity also lists elevated economic indicators of social vulnerability, including higher rates of poverty, near planned compressor stations. Given that the local populations already face health challenges linked to the environment, FERC’s consideration of the potential harms from the pipeline expansion should include the compounding effects of the pipeline’s construction in an area already impacted by environmental degradation.

FERC and Procedural Rights

FERC’s upcoming Environmental Impact Statement on the effects of the pipeline expansion represents environmental rights in action. Procedural rights, or the rights of people to participate in processes, are a cornerstone of environmental rights. The UN Environment Programme (UNEP) defines procedural rights as “access to information, public participation, and access to justice.” These rights are important for protecting the environment and upholding the rule of law. The UN’s 2019 Environmental Rule of Law report found that civic participation in environmental decisions in the US led to innovative, cost-effective solutions by adding information to analyses and reframing issues.  The basis for these rights in international law comes from the 1992 Rio Declaration and the 1998 Aarhus Convention. The US is not a signatory to the Aarhus Convention, but the National Environmental Policy Act enshrines some of the same ideals in US law. The Environmental Impact Statement promotes public access to information, while the Joint Protest statement and NYU Policy Integrity’s report are examples of public participation. Access to justice is upheld when agencies like FERC take into consideration environmental injustices and hold companies to account.

Deregulation

Procedural and environmental rights at large may be in danger, as recent developments in US policy are clearing the path for the oil and gas industry at any cost. President Trump has championed a deregulatory agenda, notably withdrawing from the Paris Agreement and attempting to overturn the EPA’s 2009 endangerment finding. The Paris Agreement, adopted by 195 countries in 2015, set goals to reduce greenhouse gas emissions. Methane, a greenhouse gas, has a much higher global warming potential than carbon dioxide, and a recent review of scientific literature suggests that natural gas pipelines’ emission impacts have been underestimated. The EPA’s endangerment finding, released in response to the Supreme Court’s Massachusetts v. EPA ruling, found that under the Clean Air Act, the agency is required to place limits on greenhouse gas emissions. The endangerment finding treats greenhouse gases like other harmful chemical pollutants because they also endanger public health, though on a broader scale than localized pollutants.

Natural gas compressor station.
Image Three: Natural gas compressor statement. By: Olga. Source: Adobe Stock. Asset ID#: 452024190

Conclusion

The Southern Environmental Law Center opposes the South System Expansion 4 project in part because of the immediate effects on the communities located in its path, but also because it expands the reliance on natural gas while increasing energy bills for regular people. Executive director of Energy Alabama Daniel Tait claims, “Alabamians will be stuck with the bill for decades while utilities invest in fossil fuels instead of cheaper, cleaner alternatives.” However, Kinder Morgan’s vice president of public affairs, Allen Fore, argues that Alabama Power and the Southeast will benefit from the additional natural gas capacity.

As with any project on this scale, the South System Expansion 4 pipeline is controversial. It raises questions about sustainable development, corporate responsibility, and the federal regulatory process. Central to all energy developments should be the right of impacted communities to their health and well-being. Article 25 of the Universal Declaration of Human Rights outlines the right to an adequate standard of living, which the SSE4 puts at risk by polluting the surrounding area. FERC should listen to public comments and ensure that the project proceeds with the best interests–and the human rights–of the communities and the environment in mind.

Why Utah’s Criminal Justice Task Force Must Include Public Health Voices

In 2016, Madison Jensen spent four days in jail, incarcerated at the Duchesne County Jail. During this time, she spent time pleading for care and support. Her incarceration, requested by her parents, ended with her death. Her initial booking was on suspicion of heroin and marijuana possession. Upon the release of her from a hospital emergency room, she was placed into Duchesne County Jail. With hopes of being protected by the county and supported through such a horrendous time, she was faced with what appears to be negligence.

Investigators found that during the four days she was incarcerated, she was projectile vomiting in her cell; even with reports from fellow inmates, the county did not take any action. From her booking to her unfortunate passing, her health condition decreased rapidly; over the time period, she lost 40 pounds. Despite her condition, no action was taken. She had completed a handwritten medical request citing her symptoms, but she was met with silence. Even when her cellmate tried to usher the officials into the cell to help mobilize a solution, she was met with silence. 

During the investigation, it was noted that despite significant notices, there was limited information tracked; this is amplified by the lack of uniform guidelines that legislate how agencies and the incarceration system should track and release information related to inmate deaths. The jury awarded Madison’s family a $15 million verdict upon the conclusion that the county and jail staff were liable for her death. While this case was resolved in court, Madison’s death is representative of a larger issue: frequently inadequate healthcare access in correctional facilities.

Utah and Its Changes

As the nation is changing, especially relating to perspectives about criminal justice, states are taking a very different approach to their goals to tackle justice and healthcare issues. One state that has a new approach to this is Utah.

Utah has recently developed the Utah State Legislature’s Law Enforcement and Criminal Justice Interim Committee. This is a group tasked with overseeing the framework for Utah’s new Criminal Justice Task Force and reviewing dozens of bills that propose adding or expanding criminal penalties. This committee contains 18 legislators: 13 Republicans, 4 Democrats, and 1 Forward Party member. While most of them support the formation of this task force, many of these individuals do not have any experience in criminal justice or public health. This matters for human rights, because access to healthcare is a right for all individuals, as outlined by the United Nations.

In Utah, the landscape of incarceration is changing. Since 1980, arrests in Utah increased by 63%, with drug-related offenses spiking by an astonishing 317%. More arrests does not necessarily correlate to more incarcerated individuals, but the rate of incarceration in Utah is 396 per 100,000, which is higher than almost any other democratic country. Behind these numbers are women with complex healthcare needs, shaped by trauma and systemic neglect. More than 85% of incarcerated women in Utah report experiencing physical or sexual abuse prior to incarceration.

As the number of inmates rises, access to timely medical care becomes less available. This amplifies health risks and further deepens the cycle of trauma. These problems have further been amplified by overcrowding in prisons.

Photo 1: Photo of Central Utah Corrections CenterSource: Wikimedia Commons
Photo 1: Photo of Central Utah Corrections Center
Source: Wikimedia Commons

Maternal Care Behind Bars

All of this presents a unique challenge for women, specifically with access to maternal care in jails. Utah, however, has been making progress on this front to improve the public health outcomes for women who are pregnant. Legislation like HB326 brought much-needed improvements to prenatal care for incarcerated women. Before this bill, pregnancy behind bars often meant increased risks of premature birth, low birth weight, and labor complications: outcomes that carry lifelong consequences for both mothers and their children.

This progress is beneficial, but isolated wins are not enough. 

Public Health Integration

Poor inmate health has a ripple effect beyond prison. Inmates are often released, and when women return home, they often become key contributors to their families and communities. When their health is neglected, this can result in generational consequences that feed cycles of poverty, mental health crises, and instability. 

The issue is not colorblind, either; underrepresented races are overrepresented in negative health outcomes generally in correctional facilities. Black, American Indian, and Hispanic women in Utah are disproportionately incarcerated at higher rates than their white counterparts. This exposes them to increased healthcare inequities. 

As the Criminal Justice Task Force develops, the Utah Department of Public Health needs to have a seat at the table. This will increase the likelihood that women will receive the healthcare they deserve whilst incarcerated. This intersects explicitly with human rights, as it expands healthcare access; by working to mobilize key resources to those who need it most, inequalities are addressed in the most efficient manner, which allows for improved health outcomes. Although health is not defined as a right by the US Constitution, it is a human right as delineated in the Universal Declaration of Human Rights.

Prioritizing Human Dignity

Understanding the nuances of health as it intersects with incarceration is integral to improving maternal health outcomes across the state. This issue presents at the intersection of compassionate and strategic approaches. As better healthcare is provided, emergency service costs decrease, there are lower rates of recidivism, and medical crises decline. If the Criminal Justice Task Force incorporates public health experts, there will be improved health outcomes for the most vulnerable inmates. 

 

Access to Reproductive Health Care as an Economic Multiplier

In June 2022, I had just graduated high school when Roe v Wade was overturned, and it was impossible not to react to the news. This illustrates how one of the most controversial topics in the U.S. over the past few years has been reproductive rights. The discourse on what is right and wrong is never-ending, and what should be part of human rights and necessary healthcare has become a political topic rather than a medical one.

When Roe v. Wade was overturned in 2022, many saw it as a violation of the Declaration of Human Rights, which states that everyone has a right to necessary medical care, social services, and the right to security. If medical care is a part of basic human rights, how can it be taken away? This has become an ongoing issue in the United States, as many people argue that the decision to overturn Roe v. Wade represents a clear violation of human rights, given that women in multiple states are now unable to obtain the procedures they need because doctors fear losing their licenses. Aside from the clear medical implications, this has and will continue to affect aspects of life that people don’t even think about.

Factors of Economic Growth

Economic development is an essential part of a country’s growth. Factors like human capital – defined as the skills, knowledge, and abilities provided by individuals -, natural resources, capital formation, technological development, and social and political forces all play crucial roles in the economic progress of a country. But what happens when one of these becomes compromised? Although all five are essential, one stands out as the foundation for the rest.

Without human capital, the other factors are simply not possible to achieve. Technological developments don’t happen overnight, and government policies don’t spawn out of thin air. Therefore, it is easy to understand that the more labor force participation there is, the greater the push for development and growth. With this in mind, one would assume that the biggest challenge would be encouraging as many people as possible to enter the labor force.

To achieve this, there are several key factors that are necessary for growing human capital– one of those being access to affordable healthcare. Since 1965, women’s labor force participation has been going up (with exceptions for COVID). In 1960, the FDA approved the distribution of the birth control pill, and less than a decade later, in 1973, Roe v. Wade was passed, challenging abortion bans and ruling them unconstitutional.

Labor Force Participation in the US

Woman in a contemplative state
Woman in a contemplative state
fizkes, Adobe Stock
     As of 2025, women reportedly make up 47% of the labor force, meaning the distribution between working men and women is practically equal. Access to reproductive care has given women and families an ability to have control over their lives. By delaying having kids, women have been able to increase their participation in the labor force and pursue higher education, including undergraduate and post graduate degrees. This ultimately led to earning higher wages. So, it begs the question, if the goal is to grow human capital and grow the economy, why would a government ban one of the things that allows women to have a higher labor force participation?

Abortion as a State Right

In the US, it is expected that 25% of women will undergo an abortion at some point, making it one of the most common health procedures for women. In many areas, the criminalization of abortion access is seen as a human rights violation, and it is known that criminalizing abortions causes a plethora of problems. Getting rid of safe abortion does not eliminate abortion, instead it makes it dangerous and scary (Berer, 2023).

After abortion laws were left up to individual states in the US, it became clear that the states that outlawed abortion not only have higher maternal mortality rates, but also twice as many teen births compared to the states where abortion remains legal.  While teen births have been on the decline since before the ban, the same cannot be said for maternal deaths. Maternal deaths are more than twice as high in states that do not allow abortion, and worse yet, maternal deaths have been on the rise since before the abortion ban (GEPI, 2023). Although those living in states that now have abortion bans were already less likely to seek abortions prior to the ban, the rise in deaths post-ban has noticeably increased.

A hand holding a protest sign that says keep your laws off my body.
Protest sign for abortion bans
Adobe Stock, JP Photography

Future Reproductive Rights Issues

In the coming years, due to the abortion ban, more women could end up in situations where they have to stay home to take care of children and are thus unable to enter the workforce. Pregnancies in young women will likely increase, making it difficult for them to obtain higher education degrees, which could ultimately limit them to a life of staying at home or holding a series of lower-paying, temporary jobs.

Some might argue that in the past, women did not obtain college degrees and worked stable income jobs their whole lives. As much as that is true, it fails to consider the fact that the world is different now than it was 30 years ago.  Over the years, the competition in the job market has significantly increased, and obtaining a higher degree can be the determinant of job stability. The more people who earn degrees, the harder it becomes to compete for a job for those who don’t have one. Which makes it now, more than ever, so important for women to be able to rely on the fact that they will be able to get affordable reproductive healthcare when they need it.

Women as a Part of the Labor Force

Allowing women autonomy over their body supports economic growth. The more people who have entered the labor force, especially those who are educated, the more development and technological innovation will follow. Women will be able to work and start families when and if they want to. By doing this, there is also a higher guarantee that more children will grow up in stable households and go on to obtain higher education. There is almost a domino effect that is created which will multiply through the years. Access to reproductive healthcare serves as an economic multiplier.

Being able to obtain the necessary medical care that someone needs should never be a political issue. Stripping away the rights to abortion and possibly contraceptive care clearly violates the Declaration of Human Rights. Human rights are not and should not be rooted in political agendas. In a world full of injustices, it remains important to stand up for the greater good and bring awareness and education to those around you.

Construction and Consequences: The Human Impacts of Artificial Intelligence Data Centers

This summer, I worked with a few different advocacy organizations during Louisiana’s 2025 Congressional Session. The amount of policy issues flying around was mind-spinning, but a constant murmur about the new Meta data center popping up in Richland Parish always seemed to pierce through the chaos. I couldn’t help but think, “Of all the state issues we could be debating, what could be so provocative about a data center?”

Data centers are nothing new; ever since the birth of the Internet, they have been used for the large-scale computing that comes with ever-advancing technology. With the rapid expansion of generative AI, our country is seeing more and more of these processing centers pop up, especially in rural areas. Governments, researchers, and communities alike have been forced to face the glaring reality that comes with the construction and maintenance of new AI data centers: where there are new data centers, there are human lives directly impacted by their creation. Debate on whether these effects are a net positive or negative to these communities has prompted closer examination on the human impact of data centers. Only through a thorough analysis of this ongoing research can we determine the nature and scope of these impacts and explore proper policy responses.

A large computing center surrounded by rural farmland.
Source: Adobe Express, Sepia100, #566722487

WATER

We rely on water; it’s as simple as that. We need water to drink, bathe, flush the toilet, wash our hands and dishes, and water our crops; it’s a necessity to life, and an officially recognized human right. As much as we need water, data centers are even thirstier. It takes a lot of water to cool down all of the computing that takes place in these buildings. In 2021, just one of Google’s data centers in Oregon used up 355 million gallons of water. In 2023, all of Meta’s data centers worldwide guzzled around 1.4 billion gallons of water. Where is this water coming from? Of Meta’s 1.4 billion gallons, about 672 million gallons came from local water sources. The extraction process is permanent, meaning data centers deplete millions of gallons of water from communities’ local water supply yearly, and with the industry’s rapid expansion, its water consumption will only grow. Some residents living nearby these new data centers, such as Beverley Morris in Mansfield, Georgia, believe that these centers are draining wells and aquifers, leaving locals without drinkable or fully functional running water in their homes. For communities in the Southwest, this could pose an especially pressing threat during droughts as the scarce water supply is divided between industrial and civilian use.

Landon Marston, a professor in environmental and water resources engineering at Virginia Tech University, points out that since companies like Meta and Google tend to choose areas outside of cities to construct these data centers, the surge in water demand could also necessitate water infrastructure updates, the costs of which could fall partly on local ratepayers.

ENERGY

AI data centers require tons of energy. We’re talking 200 trillion watts an hour, and that was only in 2016. The power usage of these data centers is projected to rise to nearly 2967 trillion watts an hour by 2030. The previously flatlined demand for electricity has been increasing nationally since 2023 partly due to the energy-intensive operations of growing data centers. The majority of data centers’ energy relies on fossil fuels and power plants, putting pressure on local energy grids. This increased pressure poses the threat of more frequent, long-lasting, and expensive blackouts for the communities surrounding these energy-hungry data centers.

More pressure on the grid naturally means more pressure to update the grid. Local belief and research alike contend that the cost of these grid updates, as well as the price tag of the extra energy demand, will show up in locals’ energy bills. A Harvard study provides evidence that under-the-table agreements between utilities and Big Tech consumers could be partly responsible for increased rates on everyday residents’ bills. Additionally, in places like Louisiana, the combination of prolonged need for air conditioning and damage to energy infrastructure due to storms drive energy bills up as it is; the intense energy demands of the new data center will serve only to exacerbate the steep cost of energy and amenities in nearby homes and businesses. Utilities are essential to decent quality of life and even employment, tying their accessibility directly to human rights.

A person with a calculator in one hand and a utility bill in the other attempts to calculate what they owe.
Source: Adobe Express, Anna, #529027855

PUBLIC HEALTH

Since AI data centers rely heavily on the fossil-fuel energy of power plants, they run the risk of increasing local pollution and threatening public health in already vulnerable rural locations. AI centers, on top of their energy use from the grid, also employ backup generators in case of grid failure; these diesel generators can release 200 to 600 times more nitrous oxides (NOx) than a natural gas plant while producing the same amount of energy. NOx pollution can cause irritation in the eyes, throat, and nose, as well as more severe cases of respiratory infection, reduced metabolism, and even death. According to the Institute of Electrical and Electronics Engineers, IEEE, data centers caused about $6 billion in public health damages due to this type of air pollution in 2023. That being said, location matters. Often, these data centers choose rural areas, and in cases like that of Bessemer, Alabama, these areas are often home to a large Black population. Black Americans already suffer disproportionately from air pollution and other environmental injustices; in fact, low-income Black Americans have the highest mortality rate due to fine particulate matter air pollution. The emergence of data centers in rural Black communities only serves to exacerbate this phenomenon. This can be directly traced to industrial zoning policies, which often result in the sacrifice of poor, rural, often Black areas to attract business and wealth to cities. The result? Higher rates of asthma, respiratory issues, even pollution-related death, and a direct violation of the human right to clean air.

 

Smog plumes out of a large plant, polluting the sky.
Source: Adobe Express, Jaroslav Pachý Sr., #175217425

ECONOMY

While industrial zoning and property value are the most important location factors, choosing a lower income, rural area also poses possible economic advantage for the communities. The construction of processing centers can require thousands of workers, offering steady employment opportunities for locals. After construction, companies like Meta, Google, and Microsoft will have to hire employees to keep their data centers managed and running properly, another new job opening for those in the surrounding area. Some locals have expressed excitement over the new economic growth data centers will bring, especially in areas with dwindling industries like coal and timber. Working in data centers is an attractive alternative to the low-paying, dangerous agricultural jobs some of these areas rely on. Others have raised concerns that while many jobs will certainly appear during the construction period of the centers, employment opportunities from data centers seem to fall off afterwards. Depending on the size, each data center building could operate with as little as fifty employees, according to Microsoft. Larger ones like the one developing in Louisiana are required to employ 500 locals, but even that opportunity seems small to some residents in comparison to the harm the center could bring to their community. Members of communities impacted by the development of data centers have also expressed concerns about land usage, pointing out that the extensive land taken up by these new data centers had potential to be used for farming or other less health-damaging economic development. The right to employment good working conditions are outlined directly in the Universal Declaration of Human Rights, and these economic impacts could very well jeopardize them for those living in surrounding areas.

What Now?

Artificial Intelligence isn’t going away; in fact, we can expect its rapid expansion in the coming years, including the construction of dozens of new data centers. Behind AI’s captivating technologies, there are human lives impacted by the processes it takes to power its functions. Considering the damage data centers can do to local resources, it certainly seems like measures need to be taken to ensure the escalating growth of AI doesn’t come at the expense of communities, especially those that already face disadvantage. First and foremost, companies establishing these centers should focus on using renewable energy for much of their power, thereby decreasing their environmental impact on local communities. In addition, companies should adopt initiatives to maintain the local water supply’s integrity, recycle water when possible, and ultimately, improve the efficiency of their computing to save resources like water and electricity. Local governments must ensure that the price of increased pressure on electricity and water infrastructure does not end up on ratepayers’ bills; this means more transparency from large companies and their agreements with local utility providers and governments regarding the construction and maintenance of these centers and the impacts on local residents’ well-being. These centers, if built sustainably and with people in mind, could ultimately have a positive impact on industry and economy within these communities. The development of data centers must not concentrate solely on maximum profit and computing power but also on the adverse effects the center has on utility bills, air quality, water demands, the power grid, and public health as a whole.

So, really, it’s no wonder advocates, lobbyists, and policymakers couldn’t stop talking about Richland Parish’s new data center. It’s nearly as big as Manhattan, and its effects on the surrounding community may end up being just as sizable.

Say Her Name: Emily Pike, Another Tale of Missing and Murdered Indigenous Women

US Highway 60 with forest on either side.
Image 1: US Highway 60 with forest on either side. Source: Yahoo Images.

Along Highway 60 near Northeast of Globe, Arizona there are remote forests that surround the road. Cacti, prickly pears, and other desert shrubs litter the floors of the forest and create a desert-like oasis. Among the cacti, hidden in the desolate forest, a young girl’s dismembered remains were found in black trash bags on February 14, 2025. Her name was Emily Pike. One Hundred miles from the last place Emily Pike was seen alive, near mile marker 277, the 14 year old girl was found 1 month after being reported missing. Hers is just one horrific tale in a long timeline of missing and murdered indigenous women and girls.  

Generations of Indigenous people have been subjected to perpetual cycles of abuse. Statistically, Native Americans and Alaska Natives are more likely to experiences higher rates of murder, rape, and violent crimes compared to the rest of the United States, with violence rates on reservations being ten times higher than the national average. Along with that, there aren’t reliable records of how many Native American women go missing and/or murdered each year. This is a violation of Article 5 of the Universal Declaration of Human Rights (UDHR), which states that no person should be subject to cruel, inhuman, or degrading treatment. 

In 2016, 5,712 American Indian and Alaska Native women and girls were reported missing by the National Crime Information Center. Out of the 5,712 cases, only 116 were recorded in the U.S. Department of Justice’s federal missing persons cases. Just in the year 2023, 5,800 Indigenous women –74 percent of them children– were missing. Article 7 of the UDHR states that all are entitled to equal protection of the law without discrimination and should be considered equal before the law. The third leading cause of death for Indigenous women and girls is homicide. 

The dead can see red. This is a belief held by many Native Americans. For many years, a red hand has represented a connection from the spirit world over to the physical world. Now, a red handprint across the mouth has come to symbolize the Missing and Murdered Indigenous Women (MMIW) movement. For this blog, I will examine the timeline of Emily Pike’s death, the other children that ran away from Sacred Journey Inc. group home, and the introduction of Arizona House Bill (HB) 2281, which would create an alert system that would notify when an indigenous person goes missing. 

Emily Pike’s Missing and Murder Case:

Woman with a red hand print over her mouth.
Image 2: Woman with a red handprint over her mouth. Source: Yahoo Images.

First and foremost, she was known for her smile. Family members and staff at the Sacred Journey Inc. have commented on her bubbly personality and how she was always quick with a smile. Emily Pike was a young Native American girl and a member of the San Carlos Apache Tribe. She grew up with her cousins, brother, mother, and grandmother on a reservation. After she was hospitalized due to self-harm, she was placed at Sacred Journey Inc. by the San Carlos Apache Tribe’s Social Services Department in September of 2023. The Sacred Journey Inc. is a group home for girls ages 7-18. 

On September 11, 2023, Emily Pike and another child were reported missing by the group home. The girls had escaped through their bedroom window after staff administered their medication. There was no surveillance footage of the girls leaving; however, they were later found at Kleinman Park. The girls told police that they were forced to scrub baseboards, walls, and windowsills at Sacred Journey Inc. They also mentioned that they would have to get on their hands and knees to scrub the tiles. It was reported that one of the girls said she would just escape again if they took her back. Both girls were returned. 

Nine days later, on September 20, 2023, Emily Pike was reported missing. An officer later found her out walking, and Emily stated that the staff would argue with the other young girls at the home, which made her uncomfortable. She did not want to return to the group home. Emily was sent to a mental health facility to get an evaluation at Mind 24/7. After the evaluation, she was returned to Sacred Journey Inc.

On October 31, 2023, the group home’s staff reported at 6:36 PM that Emily had run away again. At 9:15 PM the home called the police again to let them know that Emily had returned. Staff said there was no need for immediate medical attention and monitored her throughout the night

Emily Pike ran away from the group home for the last time on January 27, 2025. Pike was reported missing to police by 8:19 PM and was last seen on an intersection near Mesa Drive and McKellips Road. Staff members reported that Pike was on medication for her behavioral and mental health issues. Two days later, on January 29th, a statewide missing person bulletin was issued for Emily Pike. Throughout the first week of February, there were multiple voice messages to police and the group home stating that Emily Pike was with her mother on the San Carlos Apache reservation. These claims were proven false after communication with Pike’s mother. 

There is a trail near mile marker 277 of Highway 60 northeast of Globe, AZ. On February 14, 2025, suspicious black trash bags were found on the trail by a group of people. The two trash bags contained the remains of Emily Pike, around 100 miles from the last place she was seen alive. Emily Pike was finally found after a month of being missing. Police say she was most likely murdered at a different location and later placed on the trail near Highway 60. An autopsy could not reveal what the cause of death was.

What About the Other Missing Children?

MMIW movement with woman holding a sign that says, "You are not forgotten".
Image 3: MMIW movement with woman holding a sign that says, “You are not forgotten”. Source: Yahoo Images.

The San Carlos Apache tribe has called for an investigation into Sacred Journey Inc. and the other 30 children that have gone missing from this group home in the past three years before, according to the group home’s operator, Elizabeth Morales, eventually being found. Along with that, they are pushing for state-licensed residential children group homes to have stricter regulations. After Emily Pike went missing and was murdered shortly afterwards, the tribe has put more pressure on state leaders to make change. 

Emily Pike was reported four times for running away before she was murdered. Each time it was thought that she left through her window. There was never any security footage of her leaving, and it is unknown if any further security methods were put into place after the first three times Pike ran away. In addition to Emily Pike, Veronica Cruz is another young girl who went missing from the Sacred Journey Inc. group home. On May 18, 2024, 17-year-old Veronica Cruz went missing around 5:00 PM. and was not found for almost a year, at which point she was said to have reunited with her family. The Mesa Police Department has yet to verify this.  

The group home’s operator, Elizabeth Morales, commented that the other 30 children that had gone missing were accounted for and that children often ran away, but were always found. That was, until Emily Pike.

Arizona House Bill 2281:

Arizona state capital building.
Image 4: Arizona state capital building. Source: Yahoo Images.

On March 21, 2025 the San Carlos Apache tribe sent a letter to the Arizona legislature, urging them to pass House Bill (HB) 2281. This house bill would establish a Missing Indigenous Person Alert System. The alert system would immediately send out a notification as soon as an indigenous person is reported missing. This system would be similar to an Amber Alert system. An alert system like this would be extremely useful, as there is not a current system in place that keeps an accurate track of how many indigenous people go missing every year.  

The San Carlos Apache tribe also stated that they are offering a reward of $75,000 for any information that leads to the arrest and conviction of Emily Pike’s murderer. Along with the reward they called for an investigation into the group home regarding their safety measures. Why have over 30 residents gone missing from the Sacred Journey Inc.? What safety measures has the group home taken to ensure that their residents are safe? These are questions that need to be answered so that no other child is hurt.

Conclusion:

Emily Pike’s murderer(s) have yet to be found. The case is still in the early stages, and it is important that her story is not forgotten. Too many indigenous people go missing and/or murdered every year. The violence that indigenous people, women and girls in particular, experience is at an alarmingly high rate. To read more about the violence that indigenous women experience and the Missing and Murdered Indigenous Women (MMIW) movement, read Maya Crocker’s blog post Our Lost Indigenous Women. To read more about how Black, indigenous, and people of color (BIPOC) women receive disproportionately less media coverage than white women when they are missing, check out Mary Bailey’s blog post How Black and Indigenous Women are Detrimentally Affected by ‘Missing White Woman Syndrome and Arshnoor Grewal’s blog post The Missing Case of Gabby Petito and the Cases of Missing Indigenous Women

If you would like to see Emily Pike’s crime timeline, check out Case Files for Missing and Endangered. Emily Pike’s death is a travesty, and more attention is needed on all the unsolved cases of indigenous women who are missing and/or murdered. As for Emily Pike, until her murderer(s) are found, tried, and convicted, her name should be spread far and wide.