Beyond the Prompt: The Social Costs of Generative Artificial Intelligence

Mon, 29 Jun 2026 00:00:00 -0600

The rapid commercialization of generative artificial intelligence has produced extraordinary value for technology companies while systematically externalizing costs onto society. Co-authored with J. Scott Christianson, this article provides a review of these externalities across three domains: environmental, human health, and digital infrastructure. The environmental burden includes massive energy and water consumption alongside ecologically destructive mining for rare earth elements and accelerating electronic waste.

The human toll encompasses a documented pattern of AI-induced mental health crises, including suicide and self-harm linked to anthropomorphic chatbot design, raising novel questions of product liability. The digital commons face degradation through industrialized data scraping that has effectively stripped platforms of their primary legal defenses. Our argument is straightforward: the AI industry’s business model is predicated on a fundamental market failure—the privatization of benefit and socialization of cost.

My Thoughts About the United States Banning TikTok

Fri, 10 Mar 2023 12:00:00 -0600

These are my personal thoughts about the United States banning TikTok.

As you may have already heard, some congressional leaders have proposed the ban of a Chinese based social media application called TikTok.

There is fear, with some truth mixed in, that TikTok is a danger to United States national defense. There are many reasons congressional, military, and other policy leaders fear TikTok, but the common theme seems to be related to data collection on American citizens and the potential of manipulating viewpoints in favor of the Chinese government.

Policy on Lets Automate It

Beyond the Prompt: The Social Costs of Generative Artificial Intelligence

My Thoughts About the United States Banning TikTok