Language as Reality: A Co-Creative Storytelling Game Experience in 1001 Nights using Generative AI
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Abstract (arXiv)
In this paper, we present "1001 Nights", an AI-native game that allows players lead in-game reality through co-created storytelling with the character driven by large language model. The concept is inspired by Wittgenstein's idea of the limits of one's world being determined by the bounds of their language. Using advanced AI tools like GPT-4 and Stable Diffusion, the second iteration of the game enables the protagonist, Shahrzad, to realize words and stories in her world. The player can steer the conversation with the AI King towards specific keywords, which then become battle equipment in the game. This blend of interactive narrative and text-to-image transformation challenges the conventional border between the game world and reality through a dual perspective. We focus on Shahrzad, who seeks to alter her fate compared to the original folklore, and the player, who collaborates with AI to craft narratives and shape the game world. We explore the technical and design elements of implementing such a game with an objective to enhance the narrative game genre with AI-generated content and to delve into AI-native gameplay possibilities.
Key facts. Cited by 21 papers in the map (data through 14 Oct 2026). Builds on 10 of its 55 references that are in the map. First posted on arXiv 24 Aug 2023.
Builds on
10 of 55 references.
References · 10
- 2021High-Resolution Image Synthesis with Latent Diffusion Modelscited by 18,863
- 2022Chain-of-Thought Prompting Elicits Reasoning in Large Language Modelscited by 12,459
- 2022ReAct: Synergizing Reasoning and Acting in Language Modelscited by 8,695
- 2023Adding Conditional Control to Text-to-Image Diffusion Modelscited by 5,503
- 2023Generative Agents: Interactive Simulacra of Human Behaviorcited by 3,568
- 2022DreamFusion: Text-to-3D using 2D Diffusioncited by 3,025
- 2022Towards Reasoning in Large Language Models: A Surveycited by 596
- 2023A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPTcited by 224
- 2023A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need?cited by 84
- 2023The Gradient of Generative AI Release: Methods and Considerationscited by 63
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Citing papers per year: 2023: 1; 2024: 9; 2025: 9; 2026: 2.
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- 2025ORIBA: Exploring LLM-Driven Role-Play Chatbot as a Creativity Support Tool for Original Character Artists14 Dec 2025
- 2025Zero-shot 3D Map Generation with LLM Agents: A Dual-Agent Architecture for Procedural Content Generation11 Dec 2025
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9 more
- 2024Unbounded: A Generative Infinite Game of Character Life Simulation24 Oct 2024
- 2024Social Life Simulation for Non-Cognitive Skills Learning1 May 2024
- 2024PANGeA: Procedural Artificial Narrative using Generative AI for Turn-Based Video Games30 Apr 2024
- 2024GPT for Games: A Scoping Review (2020-2023)27 Apr 2024
- 2024A Survey on Large Language Model-Based Game Agents2 Apr 2024
- 2024Large Language Models and Video Games: A Preliminary Scoping Review5 Mar 2024
- 2024The Ink Splotch Effect: A Case Study on ChatGPT as a Co-Creative Game Designer4 Mar 2024
- 2024Large Language Models and Games: A Survey and Roadmap28 Feb 2024
- 2023AI Nushu: An Exploration of Language Emergence in Sisterhood -Through the Lens of Computational Linguistics18 Oct 2023
- 2024Unbounded: A Generative Infinite Game of Character Life Simulationcited by 14
- 2026AI for Games in the Foundation Model Eracited by 3
- 2026AI for Games in the Foundation Model Era15 Sep 2026
- 2024Unbounded: A Generative Infinite Game of Character Life Simulation24 Oct 2024
- 2024Large Language Models and Games: A Survey and Roadmapcited by 93
- 2024Large Language Models and Video Games: A Preliminary Scoping Reviewcited by 23
- 2024The Ink Splotch Effect: A Case Study on ChatGPT as a Co-Creative Game Designercited by 12
- 2024GPT for Games: A Scoping Review (2020-2023)cited by 10
- 2024GPT for Games: An Updated Scoping Review (2020-2024)cited by 10
- 2025AnimeGamer: Infinite Anime Life Simulation with Next Game State Predictioncited by 7
- 2023AI Nushu: An Exploration of Language Emergence in Sisterhood -Through the Lens of Computational Linguisticscited by 4
- 2024PANGeA: Procedural Artificial Narrative using Generative AI for Turn-Based Video Gamescited by 3
- 2024Social Life Simulation for Non-Cognitive Skills Learningcited by 3
- 2025Guiding Generative Storytelling with Knowledge Graphscited by 2
- 2025Can LLMs Generate Good Stories? Insights and Challenges from a Narrative Planning Perspectivecited by 2
- 2025Boardwalk: Towards a Framework for Creating Board Games with LLMscited by 2
12 most cited of 16 All 16 (JSON)
- 2026AI Native Games: A Survey and Roadmap1 Jul 2026
- 2025ORIBA: Exploring LLM-Driven Role-Play Chatbot as a Creativity Support Tool for Original Character Artists14 Dec 2025
- 2025Evaluating Quality of Gaming Narratives Co-created with AI4 Sep 2025
- 2025Boardwalk: Towards a Framework for Creating Board Games with LLMs22 Aug 2025
- 2025Can LLMs Generate Good Stories? Insights and Challenges from a Narrative Planning Perspective11 Jun 2025
- 2025Guiding Generative Storytelling with Knowledge Graphs30 May 2025
- 2025AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction1 Apr 2025
- 2025Hybrid Voting-Based Task Assignment in Role-Playing Games25 Feb 2025
- 2024GPT for Games: An Updated Scoping Review (2020-2024)1 Nov 2024
- 2024Social Life Simulation for Non-Cognitive Skills Learning1 May 2024
- 2024PANGeA: Procedural Artificial Narrative using Generative AI for Turn-Based Video Games30 Apr 2024
- 2024GPT for Games: A Scoping Review (2020-2023)27 Apr 2024
12 newest of 16 All 16 (JSON)
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