College Composition and Communication
3 articlesSeptember 2025
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AI Writing Is Always Embodied: Building a Critical Awareness of the Invisible Labor of Humans-in-the-Loop in AI Products ↗
Abstract
I argue that composition studies must build critical awareness about how humans from the Global South train AI with their writing embodiments. To draw our attention to how those working in the Global South train AI in harmful conditions, even though AI companies use algorithms and terms of service to smooth away these embodiments, I adapt the concept of humans-in-the-loop. Critical awareness of humans-in-the-loop moves scholarship in writing studies from a focus on AI-human collaboration that begins after an AI produces a text to one that requires us to see how AI products are always already human authored. Through a case study of Google Translate, I demonstrate how a critical awareness of how AI can erase the writing embodiment of humans-in-the-loop affords me opportunities to ask generative questions: How does language translation play a role in the erasure of embodied writing? Why does AI produce with bias toward marginalized populations when marginalized populations are those that moderate AI? Overall, I ask compositionists to see AI products as already human authored so that writing studies can consider the invisible labor of humans-in-the-loop as the field moves forward in researching AI.
June 2007
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Abstract
This essay reports on a university-school oral history project at an elementary school in Brooklyn, New York. It theorizes the dialectic of place and history as expressed in the voices of the school community and goes on to suggest some tenets for a public sphere pedagogy rooted in material rhetoric and economic geography.
December 2000
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Abstract
Margaret A. Syverson discusses the ways in which a theory of composing situations as ecological systems might productively be applied in composition studies. She demonstrates not only how new research in cognitive science and complex systems can inform composition studies but also how composing situations can provide fruitful ground for research in cognitive science.Syverson first introduces theories of complex systems currently studied in diverse disciplines. She describes complex systems as adaptive, self-organizing, and dynamic; neither utterly chaotic nor entirely ordered, these systems exist on the boundary between order and chaos. Ecological systems are metasystems composed of interrelated complex systems. Writers, readers, and texts, together with their environments, constitute one kind of ecological system.Four attributes of complex systems provide a theoretical framework for this study: distribution, embodiment, emergence, and enaction. Three case studies provide evidence for the application of these concepts: an analysis of a passage from an autobiographical poem by Charles Reznikoff, a study of first-year college students writing collaboratively, and a conflict in a computer forum of social scientists during the Gulf War. The diversity of these cases tests the robustness of theories of distributed cognition and complex systems and suggests possibilities for wider application.