Algorithmic Diversity: Bridging The Exclusion Gap In AI And Ethics
Welcome to our discussion on a rather overlooked but very pertinent topic - Algorithmic Diversity. I am Yona Wilker, an advocate for change in the tech world, strongly focusing on neurodivity and gender inclusivity. My work traverses several layers, with the ultimate goal to democratize our tech ecosystem and eliminate bias in technological solutions.
Today's Challenge: A Clear Lack of Diversity in Tech Ecosystems
As we delve into algorithmic diversity, it's important to highlight the primary problem that has afflicted our tech ecosystems for years. Unfortunately, many systems were originally designed by individuals representing a single perspective, often male, thus excluding minorities, women, disabled, and neuro-diverse people. This bold monopoly of design thinking has consistently excluded others even though these systems were inherently unsuitable for them.
Embracing a Diverse Ecosystem
Significant strides have been made. Women, the underrepresented majority, have become significant drivers of innovation in accessibility. This is where I align with women in AI initiatives whose aim is to encourage the creation of tech solutions for women by women. How? By showcasing their proficiency in coding, creating AI solutions, apps, platforms, and else.
Accessible Technology: The Story So Far
Highlighting the positive, accessibility has improved over time, with big tech companies like Google and Microsoft launching accessibility programs to combat disability. Schools, too, have fostered a more inclusive environment by accommodating learning disabilities such as dyslexia and ADHD, while tech companies are testing the waters with neuro diverse hiring platforms.
Raising the Alarm
Nevertheless, the representation statistics are still dismal. A shocking 90% of people with autism in the US and UK are not fully employed, and only a tenth of people with disabilities have access to inclusive technology. Despite the availability of incredible technology including smart glasses, emotional recognition, and computer vision, their market penetration remains low.
Further, another looming problem relates to the ethical framework behind this technology – the prevalence of algorithmic bias, lack of transparency, accountability, and the omission of a social science perspective in technology.
As we invest in technology and policies, we must ask the right questions, enforce accountability, develop more comprehensive ethical guidelines, and correct the lack of representation in the tech field - the root source of bias.
Bridging the Representation Gap
This calls for a focus shift in the tech world. We must prioritize a broad range of studies beyond traditional tech fields. Gender studies, African studies, Asian studies – all these represent perspectives that are fundamental to solving the bias problem in technology design. As the saying goes, "Nothing about us without us". Therefore, the presence of professionals centred on these studies in technology teams prompts the creation of well-informed, inclusive criteria and definitions. To eradicate bias, representation matters.
Creating a Framework Around Human Rights
As we grapple with bias, it is crucial to remember that this is a social problem that affects everyone. Technology, now more than ever, should reflect our social fabric and respect human rights. For this reason, I encourage schools and universities to teach ethics alongside technology-related subjects. The lack of a strong ethical understanding by technology creators often leaves the most vulnerable among us – children, women, the elderly – at a higher risk of effects from negative technology use.
In conclusion, we need to steer away from the "one vision, one man, one type of design thinking" approach that permeates most of the ecosystem. Instead, we need to foster dialogue and collaboration that appreciates everyone's unique perspective. From hackathons in Africa, Asia, and the Middle East to teaching coding in schools, the more diversity we embrace, the closer we are to biased-free technology.
Feel free to connect with me on social media, or visit my platform - yona.org, a foundation focused on the tech-driven future of disability and the neurodiversity movement. Let's do more to create a more accessible, inclusive world through technology.