AI Veganism: When Tech Skeptics Mirror Dietary Concerns

Understanding the Unique Adoption Curve of AI

New technologies typically follow a predictable path known as the technology adoption life cycle. Innovators and early adopters are often the first to embrace new advancements, while laggards and skeptics tend to join later. However, recent studies suggest that artificial intelligence (AI) might be following a different trajectory, one with far-reaching implications for business, education, and society.

This phenomenon has been described as "AI hesitancy" or "AI reluctance." Traditionally, people who are hesitant about adopting a new technology eventually come around. But with AI, there seems to be more complexity at play. Emerging research into the reasons behind this hesitation reveals unique dynamics that could reshape the traditional adoption curve.

The Concept of AI Veganism

An interesting analogy that has emerged is the concept of "AI veganism." Just as vegans choose not to consume animal products, an AI vegan chooses not to use AI technology. This analogy highlights the fact that the reasons for avoiding AI may not fade over time, similar to how ethical concerns about animal agriculture persist in the vegan community.

Unlike many other technologies, it's crucial not to assume that skeptics will eventually become adopters. Some individuals who resist AI may actually fit the profile of early adopters, but they are motivated by different values. A study focusing on college students, who are typically among the first to adopt new technologies, found that some of these individuals were resistant to AI due to specific concerns.

Ethical Concerns in AI Adoption

One of the main motivations for veganism is concern over the ethical sourcing of animal products. Similarly, studies have shown that when users learn that content creators did not consent to their work being used for AI training, they are more likely to avoid using AI. This issue was central to the 2023 strikes by the Writers Guild of America and Screen Actors Guild-American Federation of Television and Radio Artists, where unions argued for legal protections against companies using creatives' work without consent or compensation.

While some creators are protected by trade agreements, many models are trained on the work of independent or freelance creators without such safeguards. This raises significant ethical questions about the use of AI in creative industries.

Environmental Impact and AI

Another key motivation for veganism is concern over the environmental effects of animal agriculture, such as deforestation and methane emissions. In a similar way, the computing resources required to support AI are growing exponentially, increasing demand for electricity and water. Efficiency improvements may not significantly reduce power usage due to a rebound effect, where efficiency gains lead to new technologies that consume more energy.

Studies have shown that raising awareness about the environmental costs of AI can influence how users interact with these systems. For example, a survey at Cambridge University found that concern over water usage for cooling AI systems was a factor in some students' decision to avoid the technology.

Personal Wellness and AI Use

A third reason for choosing veganism is concern over potential health effects of consuming animal products. A similar concern could be influencing AI adoption. A Microsoft Research study found that individuals who were more confident in using generative AI showed diminished critical thinking. Another survey from Cambridge University found that some students avoided AI out of fear that it could make them lazy.

It's possible that concerns about the mental health effects of AI use could drive some individuals to abstain from the technology, much like concerns about physical health drive some people toward veganism.

How Society Might Respond

Veganism has led to a dedicated industry catering to those who choose a plant-based diet. Restaurants now offer vegan options, and manufacturers specialize in vegan products. Could a similar trend emerge for AI? It's possible that some companies might market themselves as alternatives that avoid AI, much like DuckDuckGo and the Mozilla Foundation promote privacy-focused services.

Although only about 4% of the U.S. population identifies as vegan, the persistence of this lifestyle has created a niche market. It remains to be seen whether AI veganism will gain similar traction. As AI continues to evolve, understanding the motivations behind its adoption—or rejection—will be essential for shaping its future impact on society.