ACADEMIC ENQUIRY - 4 Mock-Up Papers

Four prototype abstracts across Dialectics, Semiotics, Simulacrics, Narratics.

Dialectics - Preprint 2026 Trade-offs in Hyperparameter Optimization You • Me • Others This draft analyses trade-offs around Hyperparameter Optimization, synthesizing argument maps and stakeholder values to propose actionable contrasts and leverage points. View Preprint Architecture

Semiotics - Preprint 2026 Signs and Symbols of Hyperparameter Optimization You • Me • Others This draft explores symbolic repertoires surrounding Hyperparameter Optimization, tracing metaphors, frames, and signs shaping public understanding. View Preprint Architecture

Simulacrics - Preprint 2026 Embodied Scenarios for Hyperparameter Optimization You • Me • Others This draft outlines embodied scenario prototypes for Hyperparameter Optimization, articulating role-play affordances and evaluation metrics. View Preprint Architecture

Narratics - Preprint 2026 Narrative Frames around Hyperparameter Optimization You • Me • Others This draft develops narrative prompts and arcs for Hyperparameter Optimization, aligning audience goals with transparent, auditable AI assistance. View Preprint Architecture