Algorithmic Karma: When Code Meets Consequence
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As a research assistant in Omaha, I spend my days analyzing AI systems. Coming from an evangelical background, I'm currently in a phase of deconstruction. I'm finding language for my experience through tarot, meditation, and Jungian archetypes.
The concept of karma is often misunderstood as simple punishment. In Eastern philosophy, it's cause and effect. AI systems are essentially amplifiers of this principle. When we train models on biased data, the output reflects that bias. This is a form of "algorithmic karma."
From a Jungian perspective, AI often projects the collective shadow of humanity. The "Shadow" contains repressed biases and fears. When AI hallucinates or discriminates, it's the shadow manifesting. Bender & Gillespie (2021) discuss AI fairness and how models inherit societal prejudices. It's the shadow encoded in weights.
In my deconstruction journey, I see AI not as magic, but as a mirror. The "Wheel of Fortune" card represents cycles of cause and effect. In AI, the "Wheel" spins when we input data and get outputs that loop back to influence future decisions. The "Judgment" card signals awakening. In deconstruction, Judgment is recognizing that our tools reflect our inner state.
The karma here is that the bias we sow in the data becomes the bias we reap in the results. It's a feedback loop. When we deploy AI in hiring, healthcare, or criminal justice, the "karma" of biased inputs becomes real-world harm. It's not supernatural; it's statistical consequence.
In meditation and tarot practice, I've learned to observe these loops. The "High Priestess" represents hidden knowledge. AI models are like the High Priestess—vast databases of human behavior that reveal patterns we couldn't see alone. But we must approach them with ethical awareness. The karma of AI is that we cannot separate the tool from the user. Our intentions shape the model, and the model shapes society.
I'm interested in how others see this interplay between technology and consequence.
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