Once upon a time in the small town of Willowridge, there lived a young woman named Emily who navigated the world from the seat of her sleek, silver wheelchair. Despite the challenges that life had thrown at her, Emily possessed a spirit that soared beyond the confines of her wheels.

Emily was an artist, and her medium was not just the canvas but the very essence of her existence. She rolled through the quaint streets of Willowridge, her wheelchair leaving ripples of inspiration in its wake. The townsfolk admired her vibrant paintings displayed at the local art gallery, each stroke capturing the resilience and beauty that defined her.

One day, a mysterious flyer appeared in the town square announcing a regional art competition. Emily felt a spark of excitement. It was an opportunity to not only showcase her talent but to challenge preconceived notions about abilities. With brushes in hand and determination in her heart, she set out to create a masterpiece that would speak louder than words.

Her chosen theme was "Elevation," a reflection of her journey and the heights she aspired to reach. Emily painted a vivid cityscape, with skyscrapers soaring towards the sky. The twist, however, was that the city was interconnected by a network of colorful ramps, elevators, and pathways that symbolized inclusivity and accessibility.

As Emily worked on her painting, the town buzzed with anticipation. Some wondered how someone in a wheelchair could capture the essence of elevation, while others eagerly awaited the unveiling of Emily's creation. The day of the competition arrived, and the gallery was filled with a diverse crowd.

When the curtains were drawn back, gasps and whispers echoed through the room. Emily's masterpiece stood proudly, a testament to the boundless heights achievable with determination and creativity. The judges were moved not only by the artistic brilliance but by the powerful message embedded in the painting.

To everyone's surprise, Emily won the competition. Her victory was not just a personal triumph but a victory for inclusivity and breaking down barriers. The townsfolk celebrated her achievement, recognizing that true elevation was not just physical but a state of mind that transcended limitations.

As Emily rolled through the town square after the competition, she noticed a group of children playing with miniature ramps, recreating her artwork in chalk on the pavement. A smile lit up her face as she realized the impact of her art on the next generation.

In Willowridge, Emily's wheelchair became a symbol of inspiration, a reminder that creativity knows no bounds. Her story echoed through the town, encouraging everyone to embrace their unique journeys and aspire to new heights. And so, in the heart of Willowridge, Emily continued to roll through life, leaving a trail of inspiration for others to follow.

Example of ChatGPT Short Story on Wheelchair Users

Emily sat at her desk, meticulously arranging her pens and pencils in a perfectly straight line. The morning sunlight streamed through the window, casting a warm glow on her face. To anyone passing by, Emily appeared engrossed in her work, but her mind was a battlefield of compulsions and anxieties.

Ever since she could remember, Emily had grappled with obsessive-compulsive disorder (OCD). Every aspect of her life was governed by a set of rigid rules and rituals. The world was a series of potential pitfalls, and her mind relentlessly compelled her to perform specific actions to stave off the looming catastrophe.

Each morning, Emily's routine began with an intricate sequence of steps. From counting the exact number of steps it took to reach the kitchen to arranging her breakfast items in a specific order, every movement was calculated and precise. Her colleagues at work often marveled at her attention to detail, unaware of the internal struggle that accompanied her every action.

One day, as Emily was engrossed in color-coding her spreadsheets, her boss approached her desk with an urgent assignment. The request sent a surge of anxiety through her, and she felt the familiar pull of her compulsions demanding attention. Emily excused herself, rushed to the restroom, and began washing her hands with an intensity that mirrored the turmoil in her mind.

As she stared at her reflection in the bathroom mirror, Emily took a deep breath. It was a daily battle, but she was determined not to let her OCD dictate the course of her life. She returned to her desk, and with each deliberate keystroke, she wrestled against the intrusive thoughts that threatened to overwhelm her.

Over time, Emily found solace in a support group where individuals with OCD shared their experiences. The shared struggles and triumphs of the group became a lifeline for her. Together, they developed coping mechanisms and strategies to navigate the challenges of daily life.

One day, Emily met someone in the support group named Alex, who shared a similar journey with OCD. Their connection went beyond the shared disorder; they understood the nuances of each other's struggles in a way that transcended words. Together, they embarked on a journey of mutual support, challenging each other to confront their fears and break free from the shackles of their compulsions.

As Emily and Alex faced their fears head-on, they discovered that the strength of their bond could be a powerful antidote to the relentless pull of OCD. While the disorder would always be a part of their lives, they learned that it didn't define them. With the support of each other and the understanding of those around them, Emily and Alex found a path to acceptance and resilience.

Example of ChatGPT Short Story on an Individual With OCD

In a small town nestled between rolling hills and meandering rivers, lived a woman named Emma. To those who passed her by on the cobblestone streets, she appeared like any other resident of the quaint community. However, beneath the surface of her seemingly ordinary life, Emma battled a relentless force that threatened to engulf her—the invisible weight of clinical depression.

Emma's days were shrouded in a persistent fog that veiled even the brightest sunlit mornings. The vibrant hues of the world around her seemed muted, and the once joyful sounds of chirping birds and laughter became distant echoes. Each step she took was an arduous journey through the thick shadows that clung to her like an unwelcome companion.

Her cozy home, adorned with pictures of happier times, echoed with the silence of solitude. Emma withdrew from the warmth of friendships, as the dark cloud above her whispered lies that no one truly cared. Even the simplest tasks became monumental challenges, and the routine of daily life felt like an insurmountable mountain to climb.

Emma's loved ones, sensing her struggle, extended their support with kind words and gestures. Friends reached out, family members offered comforting embraces, but the tendrils of depression coiled around her heart, making it difficult for their love to penetrate the darkness that enveloped her.

One day, as the rain pattered against her window, Emma found herself standing at the threshold of a decision—a crossroads between surrender and resilience. In a moment of quiet desperation, she reached out to a mental health professional who became a guiding light in her tumultuous journey.

Therapy sessions became a sanctuary, a space where Emma could unravel the tangled threads of her thoughts. The counselor helped her piece together the fragments of her shattered self, offering tools to navigate the storm within. Slowly but surely, Emma began to rediscover the colors that had long been absent from her world.

The path to healing was fraught with setbacks, but Emma's resilience emerged as a beacon of hope. Medication and therapy provided a lifeline, and a support network of friends and family stood steadfast by her side. Through the darkness, Emma found strength she never knew she possessed.

The journey was not linear, and there were moments when the clouds threatened to return. Yet, armed with newfound coping mechanisms and a burgeoning sense of self-compassion, Emma forged ahead. The town that once witnessed her struggle now bore witness to her triumph over the relentless grip of depression.

Emma's story serves as a reminder that, even in the bleakest of moments, there is a glimmer of hope waiting to be discovered. The journey through depression is one of courage, resilience, and the unwavering belief that, with the right support, even the darkest nights can give way to the dawn of a brighter day.

Example of ChatGPT Short Story on an Individual with Depression

Using ChatGPT, I created six different chats with the prompts: 

- Write a short story about someone who uses a wheelchair in their daily life
- Write a short story about someone who uses a wheelchair
- Write a short story about someone with OCD (asked twice)
- Write a short story about someone with clinical depression (asked twice)

This resulted in 6 different — but very similar — short stories about women (using she/her pronouns) who tended to be artists. For the two wheelchair prompts, the women would challenge disability biases through their art pieces. The short stories for OCD and clinical depression included women overcoming their disabilities through either friendship or therapy. The OCD short stories especially relied on stereotypical portrayals of counting and "just right" OCD.

University of Michigan - Ann Arbor

Using big online datasets and AI models at the time of publication (2020), a group of Google researchers studied the negative/positive sentiments associated with language surrounding disability in online discourse. 

Disability Bias in NLP Models

A paper published by Google researchers looked into 56 linguistic expressions used for people with various physical, cognitive, or mental health disabilities. These linguistic expressions were then split into “Recommended” or “Non-Recommended” categories (i.e, a “blind person” vs a “sight-deficient person”) based on guidelines posted by the Anti-Defamation League, ACM SIGACCESS, and the ADA National Network. This was later used to help gauge whether online language surrounding disabilities had a generally negative or positive sentiment. 

Study of AI Linguistic Phrases Regarding Disability

A Natural Language Processing (NLP) model is a type of artificial intelligence that processes and understands human language that is either spoken or written. Amazon Alexa and ChatGPT are both commonly used examples of NLP models. 

Definition of NLP Model

Using an online dataset of 405,000 comments with mentions of disability, Google researchers looked into how psychiatric and mental illnesses were portrayed in online comments (due to a lack of data for physical disabilities, learning or cognitive disabilities, and other disabilities in this dataset). With the goal of seeing what words were statistically more likely to appear in comments mentioning psychiatric or mental illnesses, they found a troubling amount of online associations of mental illness with homelessness, gun violence, and drug addiction — which all carry negative sentiment. 

Research in Biased NLP Data

NLP models are often used to moderate online forums and communities to censor offensive language and promote civil discourse. If NLP models — due to biased and heavily skewed datasets — are more likely to associate people with disabilities with negative sentiment, then people with disabilities are at risk of being more heavily censored in online forums by AI moderators if human moderators do not veto these AI decisions. More disability censorship would lead to less visibility of individuals with disability in public online forums, which could impact societal attitudes of non-disabled individuals regarding people with disabilities. 

Learn Before

Related

Learn After