Experimenting with VR, AI & data tools for speculative prototyping

This Sprint propels participants into a speculative design process centered on the reinterpretation of cultural heritage. Moving beyond passive observation, the sprint engages creators with high-fidelity, 3D-scanned museum artefacts within an immersive virtual reality environment. The core challenge is to prototype future narratives through a "second creation" methodology, where these digital objects become canvases for artistic intervention and imaginative storytelling. Participants will not merely analyze but actively re-imagine historical artefacts by painting and designing directly onto their virtual forms. This act of digital remediation is framed as a critical design probe, challenging conventional notions of material authenticity and curatorial authority. The process prioritizes artistic imagination as a vital tool for exploring the dialogue between the tangible past and the intangible digital future. Through collaborative development, participants will weave their individual creations into a cohesive, speculative digital artifact. The final output is a prototype imbued with a defined curatorial narrative–a new heritage object born from the fusion of historical source and contemporary perspective.

This Sprint investigates the frontier of human-AI collaboration in forecasting cultural trends. Utilizing the Hallyu Tracker–an AI-enabled geo-visualization platform–participants will navigate multivariate datasets mapping the transnational dissemination of the Korean Wave. The core challenge transcends mere data analysis; it is to prototype a predictive model for a subsequent cultural phenomena by strategically integrating computational power with human intuition.The workshop directly confronts the "big data paradox," where overwhelming information can obscure true insight. Participants will engage with AI tools like K-Means Clustering and Relationship Mapping, which identify non-obvious correlations and behavioral clusters across global markets. However, the focus is on exploring where these algorithmic trends fall short. We will probe how intangible human knowledge–grasp of local nuance, understanding of emergent social narratives, and creative foresight–can interpret, challenge, and overcome raw data outputs. The process frames AI as a collaborative partner that surfaces patterns, while positioning human intuition as the essential engine for contextualization, strategic questioning, and meaning-making. The final output is a projected cultural diffusion model that not only identifies key drivers and nodes but also explicitly documents the points where human interpretation overrode or creatively augmented the AI's findings.

The Sprint moves beyond theoretical debate to actively prototype the ethical and economic frameworks for a hybrid creative future. This workshop introduces a novel digital certification tool that audits and quantifies the proportion of human and algorithmic input within a collaborative artwork. The central challenge is to leverage this calculable data to redefine core principles of authorship, authenticity, and value.Participants will experiment with this tool to dissect the creative process, making visible the distinct contributions of human artistic intention and AI-generated material. This moves the discourse from vague speculation to grounded analysis, asking: how does a measurable AI contribution reshape our understanding of artistic creation? The sprint focuses on how these forces complement, rather than compete, demonstrating a synergy where human curation guides algorithmic potential to reimagine creative frontiers.Working collaboratively, participants will use their audited creations as case studies to prototype a governance and valuation framework for this new artistic paradigm. The output is a provisional ethical charter and value model that translates these calculated collaborations into principles for fair attribution, equitable remuneration, and authentic expression.