As AI use becomes increasingly widespread in the world, it becomes a pressing question to ask not only what effects it might produce in the world, but what consequences it has for users and their habits—and for the environment of thinking as a whole.
Introducing SEPPUAI: A Semioethical Framework for Artificial Intelligence #
The Lyceum Institute has begun the public development of ** SEPPUAI: Semioethical Principles and Protocols for Using Artificial Intelligence**, a framework for evaluating how AI shapes habits of cognition and social relationality, and what habits we can develop to remain both resilient and responsible human beings amidst this environment.
Most approaches to AI ethics focus primarily on systems and their outputs, concerning whether a model gives answers that are accurate, safe, transparent, unbiased, or aligned with specified goals. These are necessary questions for ensuring our technologies do not cause us harms. But they leave another, more fundamental, more properly human question insufficiently examined:
What does the habitual use of artificial intelligence make of its users?
AI systems play an increasingly large role in the production, filtration, organization, and interpretative-constitution of our cognitive and imaginative environments. Their influence today thus extends well beyond the completion of particular tasks. Repeated use alters how individual users judge what is relevant, urgent, signifies authority, reality or truth, and much more. This influence reshapes the entire environment of human communication.
SEPPUAI provides a means for understanding and navigating this formative dimension of artificial intelligence. Its principal distinction, upon which the framework hinges, is between stimulative uses and those that substitute for them. AI can assist a person in discerning patterns, working through ideas, and providing a certain kind of feedback; or it can appropriate the tasks through which good judgment and abilities for discernment would otherwise be developed. It can expose possibilities or it can allow the user to avoid the acts of inquiry and articulation—the core acts of thinking—which are necessary for understanding.
The framework proposes seven principles—boundaries, clarity, stimulation, proportion, recognition, responsibility, and reflection—for guiding both developers and and individual users toward an environment where habits of AI use ordered to human flourishing.
Essay on AI Use and Human Thinking
A fuller account of the philosophical problem underlying SEPPUAI appears in our new long-form essay, “ …Finishing Our Sentences? Language and the Habits of Thought in the Age of Generative AI.” The essay examines the relation between language and thought, the influences of mediating technologies, and the need for an ethics concerned not only with what signs communicate, but with the habits they develop in the process.
Discovering AI’s Effects
SEPPUAI remains a framework under development. Its first public presentation and critical examination will take place at the Lyceum Institute’s conference, ** Human Formation in the Digital Age**, September 16–17, 2026, in St. Louis.
Artificial intelligence will shape the environment of human habit-development whether that formation is deliberately governed or not. We take the position that its influence should be analyzed, understood, judged, and ordered toward genuinely human ends.