Seamful creative writing

Here is a reformulation of the prior analysis using the lexicon of advanced human–computer interaction (HCI), computer-supported cooperative work (CSCW), and interaction design theory.

Applying Seamful Design to Creative Writing in the Centaur Regime: A Rewriting Using HCI Jargon

Leveraging the ACM paper’s findings on co-creativity (interaction depth + sentence framing as independent variables), we ground their operationalization within a seamful design paradigm for centaur AI writing systems—i.e., workflows where human and machine maintain distinct, accountable, and transparent division of labor. Rather than pursuing seamlessness (which risks obfuscating system boundaries and diminishing user agency), we advocate for strategic seamfulness: revealing the AI’s materiality, representational trade-offs, and breakdown zones as resources for reflective practice and epistemic agency.

1. Interaction Depth → Articulation Work & Representational Infrastructure
The paper’s finding that deeper, multi-turn interaction improves co-creativity is reinterpreted through infrastructure inversion and articulation work. A seamful centaur system does not collapse interaction into a black-box generation; instead, it makes visible the sociomaterial entanglements that produce output. When the AI’s suggestion misfires (e.g., violating a character’s established traits), the system surfaces the ontological misalignment by highlighting the specific attentional nodes it failed to integrate. This transforms a breakdown into a notational moment: the writer engages in situated articulation work to recalibrate the AI’s frame of reference, thereby closing the gulf of evaluation and reinforcing distributed cognition.

2. Sentence Framing → Semiotic Friction & Configurable Normative Surfaces
The paper’s preference for curiosity-styled prompts is recast as a form of semiotic friction: linguistic devices that disrupt automatic acceptance and invite interpretive flexibility. Rather than declarative completions, the system generates probabilistic boundary objects—e.g., “I have identified three discourse schemas commonly used to resolve this tension. Shall I instantiate each as a probe, or would you like to specify a different normative surface?” This framing renders the AI’s inferential machinery transparent while ceding ontological design authority to the human writer. The resulting epistemic asymmetry is managed through feedthrough (sensory feedback of the AI’s internal state) rather than concealed.

3. Integrated Design Recommendations (Jargonized)

• Workflow mapping as exogenous notational system: Provide a node–link representation of narrative structure (plot points, character arcs, thematic invariants) that functions as a shared mutable mobile, enabling traceability and real-time reconfiguration of the centaur division of labor.
• Ownership through accountability: By revealing the AI’s latent hazards and representational gaps, the design promotes reflective appropriation. The writer remains the primary intentional agent, using the AI as a secondary intersubjective resource.
• Slow automation as temporal articulation: Intentionally decelerating generation forces foregrounding of tacit heuristics; the writer performs explicitation of their own creative rules before delegating, turning time into a configurational affordance.
• Reflective practice through breakdown analysis: Each seam (e.g., a failed generation) becomes a pedagogical breakdown that supports harm foresight and lifecycle seam localization, thus enhancing meta-cognitive agency.

Summary
In centaur creative writing, seamful design operationalizes the paper’s levers by converting interaction depth into articulation infrastructure and sentence framing into semiotic friction. The outcome is not a frictionless assistant but a transparent, configurable, and accountable co-creative other—one that deliberately reveals its material seams to empower the writer’s situated, reflective, and epistemically autonomous practice.