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Playing with AI Chat: Positioning “Dangerous” Language Model Futures through Interactive Fiction

Published:26 October 2023Publication History

ABSTRACT

Large language models (LLMs) use statistical models to predict the next sequence of tokens and have capabilities previously considered unattainable outside of human intelligence. Communication design can benefit from a close examination of the ongoing conversations around the adoption and use of LLMs, both the public discourse and the specific language and rhetoric used in the initial set of application interfaces and prompts. Through a survey of existing practices and a case study of how AI is used within the interactive fiction community, where procedural content generation has played with expectations and personas, this paper offers a foundation for future critique of these models as they are embedded in the digital tools we rely upon for daily communication and work.

References

  1. Vaswani, Ashish 2017. Attention Is All You Need. arXiv.Google ScholarGoogle Scholar
  2. Touvron, Hugo 2023. LLaMA: Open and Efficient Foundation Language Models. arXiv.Google ScholarGoogle Scholar
  3. Nick Walton on Twitter: “AI Dungeon 2 is done! This has been the product of hundreds of hours, but it's been completely worth it. AI Dungeon 2 is a first of it's kind completely AI generated text adventure that allows you to enter any action you can imagine. Play it here: https://t.co/Fr8w82g1sG” / Twitter: 2019. https://twitter.com/nickwalton00/status/1202706532095258625. Accessed: 2020-02-29.Google ScholarGoogle Scholar
  4. NVIDIA ACE for Games Sparks Life Into Virtual Characters With Generative AI: http://nvidianews.nvidia.com/news/nvidia-ace-for-games-sparks-life-into-virtual-characters-with-generative-ai. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  5. NVIDIA's generative AI lets gamers converse with NPCs: https://www.engadget.com/nvidias-generative-ai-lets-gamers-converse-with-npcs-124552730.html. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  6. 2023. Inworld AI. Inworld AI.Google ScholarGoogle Scholar
  7. Hutter, Liz and Lawrence, Halcyon 2021. The Discourse of Technological Innovation: A New Domain for Accountability. Proceedings of the 39th ACM International Conference on Design of Communication (New York, NY, USA, Oct. 2021), 151–156.Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. Hocutt, Daniel 2021. Interrogating Alexa: Holding Voice Assistants Accountable for Their Answers. Proceedings of the 39th ACM International Conference on Design of Communication (New York, NY, USA, Oct. 2021), 142–150.Google ScholarGoogle ScholarDigital LibraryDigital Library
  9. Tang, Yingying 2020. Promoting User Advocacy through Design Thinking in the Age of Automated Writing. Proceedings of the 38th ACM International Conference on Design of Communication (New York, NY, USA, Oct. 2020), 1–6.Google ScholarGoogle ScholarDigital LibraryDigital Library
  10. Rudolph, Jürgen 2023. War of the chatbots: Bard, Bing Chat, ChatGPT, Ernie and beyond. The new AI gold rush and its impact on higher education. Journal of Applied Learning and Teaching. 6, 1 (Apr. 2023). DOI:https://doi.org/10.37074/jalt.2023.6.1.23.Google ScholarGoogle ScholarCross RefCross Ref
  11. Bird, Christian 2022. Taking Flight with Copilot: Early insights and opportunities of AI-powered pair-programming tools. Queue. 20, 6 (Dec. 2022), 35–57. DOI:https://doi.org/10.1145/3582083.Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. ChatGPT Is Dumber Than You Think: 2022. https://www.theatlantic.com/technology/archive/2022/12/chatgpt-openai-artificial-intelligence-writing-ethics/672386/. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  13. The First Year of AI College Ends in Ruin: 2023. https://www.theatlantic.com/technology/archive/2023/05/chatbot-cheating-college-campuses/674073/. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  14. 2023. Deep Learning (South Park). Wikipedia.Google ScholarGoogle Scholar
  15. Elon Musk sits down exclusively with Tucker Carlson to discuss dangers of AI | Fox News Video: 2023. https://www.foxnews.com/video/6325259104112. Accessed: 2023-05-18.Google ScholarGoogle Scholar
  16. Klug, Katharina and Strang, Charlotte 2019. The Filter Bubble in Social Media Communication: How Users Evaluate Personalized Information in the Facebook Newsfeed. Media Trust in a Digital World: Communication at Crossroads. Thomas Osburg and Stephanie Heinecke, eds. Springer International Publishing. 159–180.Google ScholarGoogle Scholar
  17. On the Dangers of Stochastic Parrots | Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency: https://dl.acm.org/doi/10.1145/3442188.3445922. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  18. US Lawyer Caught Using ChatGPT To Present Case With Fake Examples: 2023. https://www.news18.com/viral/us-lawyer-caught-using-chatgpt-to-present-case-with-fake-examples-7953589.html. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  19. Better Language Models and Their Implications: 2019. https://openai.com/blog/better-language-models/. Accessed: 2020-02-29.Google ScholarGoogle Scholar
  20. GPT-2: 1.5B Release: 2019. https://openai.com/blog/gpt-2-1-5b-release/. Accessed: 2020-02-29.Google ScholarGoogle Scholar
  21. Winter, Rachel and Salter, Anastasia 2019. DeepFakes: uncovering hardcore open source on GitHub. Porn Studies. 0, 0 (Oct. 2019), 1–16. DOI:https://doi.org/10.1080/23268743.2019.1642794.Google ScholarGoogle ScholarCross RefCross Ref
  22. OpenAI has published the text-generating AI it said was too dangerous to share: 2019. https://www.theverge.com/2019/11/7/20953040/openai-text-generation-ai-gpt-2-full-model-release-1-5b-parameters. Accessed: 2021-01-19.Google ScholarGoogle Scholar
  23. OpenAI's new multitalented AI writes, translates, and slanders: 2019. https://www.theverge.com/2019/2/14/18224704/ai-machine-learning-language-models-read-write-openai-gpt2. Accessed: 2021-01-19.Google ScholarGoogle Scholar
  24. Who's afraid of OpenAI's big, bad text generator? 2019. https://thenextweb.com/artificial-intelligence/2019/02/26/whos-afraid-of-openais-big-bad-text-generator/. Accessed: 2021-01-19.Google ScholarGoogle Scholar
  25. OpenAI CEO tells Senate that he fears AI's potential to manipulate views - The Washington Post: https://www.washingtonpost.com/technology/2023/05/16/ai-congressional-hearing-chatgpt-sam-altman/. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  26. ChatGPT owner OpenAI nears 1 billion monthly users as world's fastest-growing website: https://www.dexerto.com/tech/chatgpt-owner-openai-nears-1-billion-monthly-users-2162220/. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  27. Rombach, Robin 2021. High-Resolution Image Synthesis with Latent Diffusion Models.Google ScholarGoogle Scholar
  28. Chen, Brian X. 2023. Get the Best From ChatGPT With These Golden Prompts. The New York Times.Google ScholarGoogle Scholar
  29. Chatbots, deepfakes, and voice clones: AI deception for sale: 2023. https://www.ftc.gov/business-guidance/blog/2023/03/chatbots-deepfakes-voice-clones-ai-deception-sale. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  30. Microsoft's Bing is an emotionally manipulative liar, and people love it: 2023. https://www.theverge.com/2023/2/15/23599072/microsoft-ai-bing-personality-conversations-spy-employees-webcams. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  31. I Interviewed ChatGPT About AI Ethics — And It Lied To Me: https://www.forbes.com/sites/barrycollins/2022/12/02/i-interviewed-an-ai-about-the-ethics-of-aiand-it-lied-to-me/. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  32. Jailbreak Chat: https://www.jailbreakchat.com/. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  33. Wardrip-fruin, Noah 2006. Expressive Processing: On Process-Intensive Literature and Digital Media. May (2006).Google ScholarGoogle Scholar
  34. Murray, Janet H. 1997. Hamlet on the holodeck: the future of narrative in cyberspace. The MIT Press.Google ScholarGoogle ScholarDigital LibraryDigital Library
  35. Hendrikx, Mark 2013. Procedural content generation for games: A survey. ACM Transactions on Multimedia Computing, Communications, and Applications. 9, 1 (Feb. 2013), 1–22. DOI:https://doi.org/10.1145/2422956.2422957.Google ScholarGoogle ScholarDigital LibraryDigital Library
  36. Henrickson, Leah 2021. Reading Computer-Generated Texts. Cambridge University Press.Google ScholarGoogle Scholar
  37. Noble, Safiya 2018. Algorithms of Oppression: How Search Engines Reinforce Racism. NYU Press.Google ScholarGoogle Scholar
  38. Vaswani, Ashish 2017. Attention Is All You Need. arXiv:1706.03762 [cs]. (Dec. 2017).Google ScholarGoogle Scholar
  39. The machines are whispering: We tested AI Dungeon 2 and cannot stop laughing: 2020. https://arstechnica.com/gaming/2020/01/we-test-ai-dungeon-2-a-text-adventure-that-creates-itself-with-your-help/. Accessed: 2020-03-30.Google ScholarGoogle Scholar
  40. This AI text adventure game has pretty much infinite possibilities: 2019. https://www.theverge.com/tldr/2019/12/6/20998993/ai-dungeon-2-choose-your-own-adventure-game-text-nick-walton-gpt-machine-learning. Accessed: 2020-03-30.Google ScholarGoogle Scholar
  41. The Creator of AI Dungeon 2 Shares GPT-2 Finetuning Advice: 2019. https://towardsdatascience.com/the-creator-of-ai-dungeon-2-shares-gpt-2-finetuning-advice-e5800df407c9. Accessed: 2020-03-30.Google ScholarGoogle Scholar
  42. Inworld shows off impressive AI-powered character generation and interaction | TechCrunch: https://techcrunch.com/2022/04/28/inworld-shows-off-impressive-ai-powered-character-generation-and-interaction/?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuYmluZy5jb20v&guce_referrer_sig=AQAAAGjPgCMZnS9ilvGXm1Gk3WY3PnxRULtlU7w0P38mkSnHnLD1LkJrKMiLvuPlkwXBrYTT7fZ0Uh3RAuJhFJdbLVatJgJhxNb8_diFj8m4i669VBpN9FAIA5yJhkoDRVk7IrlHF7kKyBhRIXhNLPiXqYw8hWFSkHqtarRac_vY9YAV. Accessed: 2023-05-31.Google ScholarGoogle Scholar
  43. Inworld's commitment to safety: https://www.inworld.ai/blog/inworlds-commitment-to-safety. Accessed: 2023-05-31.Google ScholarGoogle Scholar

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            cover image ACM Conferences
            SIGDOC '23: Proceedings of the 41st ACM International Conference on Design of Communication
            October 2023
            289 pages
            ISBN:9798400703362
            DOI:10.1145/3615335

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            Publication History

            • Published: 26 October 2023

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