Document Type
Article
Publication Title
MRS Journal of Multidisciplinary Research and Studies
Abstract
Artificial intelligence increasingly mediates game production and player participation, but claims about game merging frequently conflate different technical achievements. This article examines AI game melding as the convergence of agent assisted reconstruction, executable interoperability, and creative recombination. An integrative narrative review connects procedural generation, computational blending, modding, co creation, and decompilation research with public documentation available through October 15, 2026. Cases include meme based and Wii Sports crossovers in World at War Zombies, a Call of Duty and Minecraft hybrid, runtime bridging, and agent assisted reconstruction. The analysis separates creator demonstrations and reported acceleration from independently validated performance. It proposes a five layer composability stack comprising representation, semantics, runtime, verification, and permission. Reduced implementation friction may relocate production bottlenecks, making behavioral validation, design coherence, maintenance, and rights governance increasingly consequential. Four conditional scenarios are considered: expanded bespoke play, abundance accompanied by discoverability problems, stronger enclosure, and governed experimentation. The literature gap concerns limited integrated evidence linking substantial game reconstruction and interoperability to community, economic, and governance outcomes, rather than an absence of earlier blending research. Proposed studies address acceleration, player experience, attribution, preservation, and platform power. Game melding may redistribute creative authority, but its consequences depend on institutions and verification practices surrounding programmable play rather than technical capability alone.
Research Highlights
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Core Objective: The article examines AI game melding as the convergence of agent-assisted reconstruction, executable interoperability, and creative recombination. The study seeks to determine how changes in reconstruction costs affect the distribution of composability, verification, permission, and practical control over programmable play.
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Methodology & Corpus: The research utilizes an integrative narrative review and a comparative analysis of public technical documentation with a strict research cutoff of October 15, 2026. The literature reviewed connects procedural generation, computational blending, modding, human-AI co-creation, and decompilation research.
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Consolidated Findings: The analysis evaluates public cases including Wii Sports and meme-based crossovers in World at War Zombies, a Call of Duty and Minecraft hybrid, and a runtime bridge connecting Skyrim and Minecraft; it proposes a five-layer composability stack comprising representation, semantics, runtime, verification, and permission; the study identifies a specific literature gap regarding the community, economic, and governance outcomes of substantial executable recombination.
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Practical Implications: The authors consider four conditional industry scenarios: expanded bespoke play, abundance and curation, stronger enclosure, and governed experimentation. To manage these shifts, the article recommends that developers, educators, and preservation institutions establish explicit attribution records, structural verification testing, and governance frameworks for AI-generated game modifications.
Publication Date
10-2026
Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Recommended Citation
Smith, Andrew Allen and Hutson, James, "AI Game Melding: Agent-Assisted Reconstruction, Player Co-Creation, and the Future of Programmable Play" (2026). Faculty Scholarship. 839.
https://digitalcommons.lindenwood.edu/faculty-research-papers/839