Technology Society

From Shadows to Light: AI Biases and Societal Reflections

August 31, 2023

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5 min read

Allegory of the cave

Discovering the Allegory

In the quiet corners of my life, I often find solace in the bookshop's embrace, seeking out classical times that I bring home with great intention. However, there they sometimes rest, untouched and gathering dust. One early Saturday morning, amidst the task of clearing the clutter that had accumulated over weeks, I stumbled upon a book I had acquired months ago—a book whose pages had remained largely unexplored. As I skimmed through its chapters, a particular story caught my eye, a chapter on allegory. This narrative gem was none other than Plato's famous allegory of the cave, nestled within his work, "The Republic."

For those unfamiliar, this allegory is a conversation between Plato's mentor Socrates and his brother Glaucon. It delves into the transformative impact of education and the lack thereof on our very nature. The allegory uses the imagery of captives chained within a cave, perceiving only shadows on the wall as reality. It's a profound exploration of perception, enlightenment, and the journey from ignorance to knowledge.

The resonance of this story was profound, particularly in the context of our contemporary discourse surrounding the rapid ascent of artificial intelligence (AI). In a world where AI is pervasive, from our social media feeds to dominating headlines, debates rage over its benefits and drawbacks. It's reminiscent of the uncanny valley phenomenon, a realm where technology's power becomes almost eerie in its realism. This has been epitomized by the emergence of ChatGPT, an AI that showcases the remarkable capabilities of this technology.

The shadows of bias have cast a long history, an indelible part of human existence.

Shadows of Bias

Yet, within this discourse, a recurring theme emerges: the biases inherent in AI models. It's a facet that almost every technological innovation must confront when introduced into the fabric of society. The shadows of bias have cast a long history, an indelible part of human existence. Throughout history, marginalized voices have battled for their fundamental rights, a struggle that continues even today.

In contemplating this, a thought germinated in my mind: what if the biases we encounter in AI are not anomalies, but reflections of our society's existing biases? Our data archives, collected over time, might unwittingly encapsulate the very biases we seek to overcome. These biases find their way into the algorithms, resulting in skewed outputs. The current controversies surrounding biases in AI might serve as a stark reminder that our past shadows continue to influence our present and future.

Yet, in the midst of this reflection, a counterargument emerges. Could these technologies, infused with our societal shadows, act as mirrors that force us to confront our prejudices? It's an intriguing perspective—the data-driven projections could be both a challenge and an opportunity. Instead of merely pointing fingers at technology, we could channel our focus towards ourselves and our societies. In essence, the biases within AI might be unsettling echoes of our deeply ingrained societal unfairness.

Embracing Responsibility

Ultimately, whether AI or social media algorithms, they remain creations of human ingenuity. The responsibility lies not solely in blaming these technologies, but in using their existence as a catalyst for introspection and transformation. If our innovations are mirrors reflecting our society, then it's upon us to reshape that society, to erase the biases that have been insidiously woven into its fabric.

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As I closed the book that had ignited this trail of thought, I realized that the shadows in Plato's cave weren't just an ancient allegory—they were living on in our AI systems, compelling us to unravel their mystery. The journey from the cave's darkness to the light of understanding requires not just algorithms, but a concerted effort to restructure our societies, casting aside the chains of bias and forging a new path forward.

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©2023 Hridesh Sapkota.