{
  "name": "CITOPIA: Bridging AI, Cinema, and Creative Domains",
  "description": "A comprehensive discussion on CITOPIA, a conference system at Cité Universitaire focusing on the intersection of AI, technology, and creative fields like cinema, philosophy, and art. The conversation explores the evolution of CITOPIA, its cycles, the role of AI in cinema, ethical considerations, and the future of creative industries with AI integration. It also delves into personal experiences, projects, and the democratization of filmmaking through technology.",
  "query": "CITOPIA conference system AI cinema philosophy art technology democratization filmmaking",
  "children": [
    {
      "name": "Overview of CITOPIA",
      "description": "CITOPIA is a conference system hosted at Cité Universitaire, initially specialized in AI and its societal and creative projections. It aims to expand into multiple cycles covering diverse fields like biology, astronomy, and technology, culminating in a published book with ISBN aggregating contributions from all cycles.",
      "query": "CITOPIA conference system overview history goals",
      "children": [
        {
          "name": "Initial Focus and Expansion",
          "description": "CITOPIA began with a focus on AI's societal and creative impacts. It is now expanding to include other disciplines, creating a generalized support system for knowledge redistribution through published proceedings.",
          "query": "CITOPIA initial focus expansion to other disciplines",
          "children": [
            {
              "name": "Technology Cycle",
              "description": "The first cycle of CITOPIA focused on technology, covering AI's advantages, limitations, and societal projections. It included discussions on generative AI, biases, and critical thinking regarding AI outputs.",
              "query": "CITOPIA technology cycle AI advantages limitations societal impact",
              "children": [
                {
                  "name": "Generative AI and Critical Thinking",
                  "description": "Discussion on the need for critical thinking when using generative AI, as it can produce hallucinations or biased results due to its training on predominantly anglophone internet text.",
                  "query": "generative AI critical thinking biases hallucinations",
                  "children": [
                    {
                      "name": "Hallucinations and Biases",
                      "description": "Generative AI can produce inaccurate or biased outputs, often reflecting the biases present in its training data, which is primarily anglophone and culturally specific.",
                      "query": "AI hallucinations biases in generative AI anglophone culture impact",
                      "children": [],
                      "sources": [
                        {
                          "title": "Hallucination (artificial intelligence) - Wikipedia",
                          "url": "https://en.wikipedia.org/wiki/Hallucination_(artificial_intelligence)"
                        },
                        {
                          "title": "When AI Gets It Wrong: Addressing AI Hallucinations and Bias",
                          "url": "https://mitsloanedtech.mit.edu/ai/basics/addressing-ai-hallucinations-and-bias/"
                        },
                        {
                          "title": "Generative AI risks and resilience: How users adapt to hallucination ...",
                          "url": "https://www.sciencedirect.com/science/article/pii/S2772503025000362"
                        }
                      ]
                    },
                    {
                      "name": "Cross-Referencing AI Outputs",
                      "description": "Suggestion to use multiple AI systems to cross-reference outputs and approximate a more accurate or balanced result.",
                      "query": "cross-referencing AI outputs for accuracy multiple AI systems",
                      "children": [],
                      "sources": [
                        {
                          "title": "Assessing the Accuracy of AI Outputs: A Comparative Study – Voices of USU: An Anthology of Student Writing, vol. 17",
                          "url": "https://uen.pressbooks.pub/voicesofusuvol17/chapter/assessing-the-accuracy-of-ai-outputs-a-comparative-study/"
                        },
                        {
                          "title": "Cross-reference - There's An AI For That®",
                          "url": "https://theresanaiforthat.com/s/cross-reference/"
                        },
                        {
                          "title": "(PDF) Analysis of Cross-Referencing Artificial Intelligence Topics Based on Sentence Modeling",
                          "url": "https://www.researchgate.net/publication/341677076_Analysis_of_Cross-Referencing_Artificial_Intelligence_Topics_Based_on_Sentence_Modeling"
                        }
                      ]
                    }
                  ],
                  "sources": [
                    {
                      "title": "Hallucination (artificial intelligence) - Wikipedia",
                      "url": "https://en.wikipedia.org/wiki/Hallucination_(artificial_intelligence)"
                    },
                    {
                      "title": "When AI Gets It Wrong: Addressing AI Hallucinations and Bias",
                      "url": "https://mitsloanedtech.mit.edu/ai/basics/addressing-ai-hallucinations-and-bias/"
                    },
                    {
                      "title": "What is the Creative Value of AI Hallucinations? Insights from ...",
                      "url": "https://link.springer.com/article/10.1007/s10796-026-10747-x"
                    }
                  ]
                },
                {
                  "name": "Societal and Creative Projections",
                  "description": "The technology cycle also explored AI's impact on society, environment, health, and creative fields like philosophy, art, and cinema.",
                  "query": "AI societal impact environment health philosophy art cinema",
                  "children": [],
                  "sources": [
                    {
                      "title": "Societal AI: Building human-centered AI systems - Microsoft Research",
                      "url": "https://www.microsoft.com/en-us/research/blog/societal-ai-building-human-centered-ai-systems/"
                    },
                    {
                      "title": "Societal AI: Shaping the Future of AI as a Social... | Windows Forum",
                      "url": "https://windowsforum.com/threads/societal-ai-shaping-the-future-of-ai-as-a-social-actor-and-ethical-force.364633/"
                    },
                    {
                      "title": "sciencedirect.com/science/article/pii/S0013935118300355",
                      "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355"
                    }
                  ]
                }
              ],
              "sources": [
                {
                  "title": "sciencedirect.com/science/article/pii/S2666603022000136",
                  "url": "https://www.sciencedirect.com/science/article/pii/S2666603022000136"
                },
                {
                  "title": "Digital Technologies Research and Applications - UK Scientific...",
                  "url": "https://ojs.ukscip.com/dtra/issue/view/384"
                },
                {
                  "title": "Research \\ Anthropic",
                  "url": "https://www.anthropic.com/research"
                }
              ]
            },
            {
              "name": "Contributors and Collaborations",
              "description": "CITOPIA has involved various contributors, including a library director, a museologist, and philosophers like Jeanne, who discuss the intersection of philosophy and AI.",
              "query": "CITOPIA contributors collaborators library director museologist philosophy AI",
              "children": [],
              "sources": [
                {
                  "title": "Scientific Utopia III: Crowdsourcing Science - Eric Luis Uhlmann, Charles R. Ebersole, Christopher R. Chartier, Timothy M. Errington, Mallory C. Kidwell, Calvin K. Lai, Randy J. McCarthy, Amy Riegelman, Raphael Silberzahn, Brian A. Nosek, 2019",
                  "url": "https://journals.sagepub.com/doi/10.1177/1745691619850561"
                },
                {
                  "title": "Semantic Scholar | AI-Powered Research Tool",
                  "url": "https://www.semanticscholar.org/"
                },
                {
                  "title": "Impactful scientists have higher tendency to involve collaborators in new topics | PNAS",
                  "url": "https://www.pnas.org/doi/10.1073/pnas.2207436119"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "sciencedirect.com/science/article/pii/S0960982213004181",
              "url": "https://www.sciencedirect.com/science/article/pii/S0960982213004181"
            },
            {
              "title": "Citopia",
              "url": "https://onlinepubs.trb.org/onlinepubs/IDEA/FinalReports/Transit/Transit101.pdf"
            },
            {
              "title": "Magna Carta 1215 – Article 61 – Awakened England",
              "url": "https://awakenedgb.wordpress.com/2024/06/05/magna-carta-1215-article-61/"
            }
          ]
        },
        {
          "name": "Publication and Knowledge Redistribution",
          "description": "CITOPIA aims to publish a book with an ISBN, compiling contributions from all cycles to redistribute knowledge and information gathered during the conferences.",
          "query": "CITOPIA publication book ISBN knowledge redistribution",
          "children": [],
          "sources": [
            {
              "title": "sciencedirect.com/science/article/pii/S0013935118300355",
              "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355"
            },
            {
              "title": "Google NotebookLM | AI Research Tool & Thinking Partner",
              "url": "https://notebooklm.google/"
            },
            {
              "title": "Citopia",
              "url": "https://onlinepubs.trb.org/onlinepubs/IDEA/FinalReports/Transit/Transit101.pdf"
            }
          ]
        }
      ],
      "sources": [
        {
          "title": "ojs.aaai.org/aimagazine/index.php/aimagazine/article/view/1904",
          "url": "https://ojs.aaai.org/aimagazine/index.php/aimagazine/article/view/1904"
        },
        {
          "title": "How Long Does Molly Stay In Your System?",
          "url": "https://www.addictiongroup.org/blog/molly-in-your-system/"
        },
        {
          "title": "Citopia",
          "url": "https://onlinepubs.trb.org/onlinepubs/IDEA/FinalReports/Transit/Transit101.pdf"
        }
      ]
    },
    {
      "name": "Participant Profiles and Affiliations",
      "description": "Discussion on creating participant profiles for CITOPIA, including academic affiliations, projects, and social media links to highlight their contributions and backgrounds.",
      "query": "CITOPIA participant profiles academic affiliations projects social media",
      "children": [
        {
          "name": "Siddhartha Minas' Profile",
          "description": "Siddhartha Minas is a master's student in History and Literature at Columbia University, affiliated with École Normale and Université de Sciences Sociales. He is a filmmaker with a recent project titled 'Lily Flowers' and uses IMDb as a professional network.",
          "query": "Siddhartha Minas Columbia University IMDb Lily Flowers film",
          "children": [
            {
              "name": "Academic Background",
              "description": "Siddhartha is pursuing a master's degree in History and Literature, a program affiliated with Columbia University, École Normale, and Université de Sciences Sociales.",
              "query": "Columbia University History and Literature master's program École Normale",
              "children": [],
              "sources": [
                {
                  "title": "Columbia Masters in History and Literature | Columbia Global Centers",
                  "url": "https://globalcenters.columbia.edu/content/columbia-masters-history-and-literature"
                },
                {
                  "title": "History and Literature - GSAS - Columbia University",
                  "url": "https://www.gsas.columbia.edu/content/history-and-literature"
                },
                {
                  "title": "Columbia | HILI",
                  "url": "https://historyandliterature.columbia.edu/"
                }
              ]
            },
            {
              "name": "Current Project: Lily Flowers",
              "description": "Siddhartha's recent short film 'Lily Flowers' will be screened at Columbia University's campus on July 1st at 17:30 in an auditorium.",
              "query": "Lily Flowers short film screening Columbia University July 1st",
              "children": [],
              "sources": [
                {
                  "title": "The Event of Color, Techniques of Screening and Filtering in Early ...",
                  "url": "https://www.greyroom.org/issues/96/247/coming-attraction-the-event-of-color-techniques-of-screening-and-filtering-in-early-natural-color-film-and-photography"
                },
                {
                  "title": "NYWIFT Programming Goes Digital - New York Women in Film ...",
                  "url": "https://www.nywift.org/nywift-programming-goes-digital/"
                },
                {
                  "title": "Rising Star: UM Alumna Lily Gladstone Breaks Through",
                  "url": "https://www.umt.edu/news/2023/10/101623lily.php"
                }
              ]
            },
            {
              "name": "Professional Networking",
              "description": "Siddhartha uses IMDb as a professional network for filmmakers, similar to how LinkedIn is used in other industries.",
              "query": "IMDb as professional network for filmmakers cinema industry",
              "children": [],
              "sources": [
                {
                  "title": "Leading by the Nodes: A Survey of Film Industry Network Analysis and Datasets",
                  "url": "https://arxiv.org/html/2408.06393v1"
                },
                {
                  "title": "Leading by the nodes: a survey of film industry network analysis and datasets | Applied Network Science | Springer Nature Link",
                  "url": "https://link.springer.com/article/10.1007/s41109-024-00673-9"
                },
                {
                  "title": "(PDF) Leading by the nodes: a survey of film industry network analysis and datasets",
                  "url": "https://www.researchgate.net/publication/387185282_Leading_by_the_nodes_a_survey_of_film_industry_network_analysis_and_datasets"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "Siddhartha Mukherjee, MD | Herbert Irving Comprehensive Cancer Center (HICCC) - New York",
              "url": "https://www.cancer.columbia.edu/profile/siddhartha-mukherjee-md"
            },
            {
              "title": "Siddhartha Mukherjee and Ken Burns Present PBS Premiere of ‘The Gene: An Intimate History’ | Columbia News",
              "url": "https://news.columbia.edu/siddhartha-mukherjee-ken-burns-genes-heredity-pbs-coronavirus"
            },
            {
              "title": "Scientific Papers – Siddhartha Mukherjee",
              "url": "https://siddharthamukherjee.com/scientific-papers/"
            }
          ]
        },
        {
          "name": "Profile Customization",
          "description": "CITOPIA customizes participant profiles to include names, affiliations, projects, and links to professional networks like IMDb, emphasizing personal and professional storytelling.",
          "query": "CITOPIA profile customization IMDb professional storytelling",
          "children": [],
          "sources": [
            {
              "title": "imdb.com/title/tt7958030",
              "url": "https://www.imdb.com/title/tt7958030/"
            },
            {
              "title": "Research Storytelling: How to Turn Insights Into Action | Koji",
              "url": "https://www.koji.so/docs/research-storytelling"
            },
            {
              "title": "Dynamic Island Customization",
              "url": "https://ioscustom.com/"
            }
          ]
        }
      ],
      "sources": [
        {
          "title": "sciencedirect.com/science/article/pii/S2666389921000155",
          "url": "https://www.sciencedirect.com/science/article/pii/S2666389921000155"
        },
        {
          "title": "Demographics of Social Media Users and... | Pew Research Center",
          "url": "https://www.pewresearch.org/internet/fact-sheet/social-media/"
        },
        {
          "title": "I Spent 7 Days on a Dead Social Media - YouTube",
          "url": "https://www.youtube.com/watch?v=tpAugZVbZKY"
        }
      ]
    },
    {
      "name": "Technology and Cinema",
      "description": "Exploration of how technology, particularly AI, impacts cinema, including advantages, limitations, and future projections. The discussion covers democratization, creative control, and ethical considerations.",
      "query": "technology AI impact on cinema advantages limitations future projections",
      "children": [
        {
          "name": "Democratization of Filmmaking",
          "description": "Technology has democratized filmmaking by making high-quality cameras, editing software, and other tools accessible to amateurs and independent filmmakers, enabling them to create professional-level content.",
          "query": "democratization of filmmaking technology impact independent filmmakers",
          "children": [
            {
              "name": "Accessible Tools",
              "description": "Modern cameras, editing software like Windows Movie Maker, and powerful computers have made it easier for individuals to create films without extensive technical training or resources.",
              "query": "accessible filmmaking tools cameras editing software Windows Movie Maker",
              "children": [],
              "sources": [
                {
                  "title": "Windows Movie Maker - Wikipedia",
                  "url": "https://en.wikipedia.org/wiki/Windows_Movie_Maker"
                },
                {
                  "title": "I am a beginning filmmaker. What is the best video editing software ...",
                  "url": "https://www.quora.com/I-am-a-beginning-filmmaker-What-is-the-best-video-editing-software-for-Windows-that-is-free"
                },
                {
                  "title": "The Best Video Editing Software We've Tested for 2026 | PCMag",
                  "url": "https://www.pcmag.com/picks/the-best-video-editing-software"
                }
              ]
            },
            {
              "name": "Early Experiences and Collaborations",
              "description": "Siddhartha's early experiences with filmmaking involved collaborations with friends, including a musician signed to Deadmau5's record label, highlighting the importance of complementary skills in creative projects.",
              "query": "early filmmaking experiences collaborations Deadmau5 record label",
              "children": [],
              "sources": [
                {
                  "title": "Deadmau5 - Wikipedia",
                  "url": "https://en.wikipedia.org/wiki/Deadmau5"
                },
                {
                  "title": "Melleefresh vs deadmau5 / Hey Baby (Original Mix) - YouTube",
                  "url": "https://www.youtube.com/watch?v=fQ_UeBxEQPQ"
                },
                {
                  "title": "Deadmau5 Trolls Martin Garrix with ‘Old MacDonald Had a Farm...",
                  "url": "https://web.archive.org/web/20140428174220/http://radio.com/2014/03/31/deadmau5-trolls-martin-garrix-with-old-macdonald-had-a-farm-remix-of-animals-at-ultra/"
                }
              ]
            },
            {
              "name": "Portfolio and Personal Branding",
              "description": "Showcasing early work and personal projects can enhance a filmmaker's portfolio and personal brand, as seen with actors like Dylan O'Brien who started with YouTube content.",
              "query": "filmmaker portfolio personal branding early work Dylan O'Brien",
              "children": [],
              "sources": [
                {
                  "title": "Studies find that freelance workers comprise more than one quarter ...",
                  "url": "https://www.instagram.com/p/DTTlus0EmdU/"
                },
                {
                  "title": "Rachel McAdams And Dylan O'Brien Dissect Their New 'Send Help ...",
                  "url": "https://www.forbes.com/sites/jeffconway/2026/01/30/rachel-mcadams-and-dylan-obrien-dissect-their-new-send-help-movie/"
                },
                {
                  "title": "Dylan O'Brien On The Hollywood Reality Of Not Having An ... - Yahoo",
                  "url": "https://www.yahoo.com/entertainment/celebrity/articles/dylan-obrien-hollywood-reality-not-230505879.html"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "The Impact of Technology on Cinematic Storytelling | Open Access...",
              "url": "https://www.globalmediajournal.com/open-access/the-impact-of-technology-on-cinematic-storytelling.php?aid=94036"
            },
            {
              "title": "The Democratization of Filmmaking through Artificial Intelligence and...",
              "url": "https://www.linkedin.com/pulse/democratization-filmmaking-through-artificial-dr-ivan-del-valle-2r4ce"
            },
            {
              "title": "Artificial Intelligence and Filmmaking | Raindance",
              "url": "https://raindance.org/artificial-intelligence-and-filmmaking-threats-and-features/"
            }
          ]
        },
        {
          "name": "Creative Control and Authorship",
          "description": "Technology and AI offer filmmakers greater creative control and authorship, allowing them to experiment and take ownership of their projects, similar to the French New Wave movement.",
          "query": "creative control authorship in filmmaking technology AI French New Wave",
          "children": [
            {
              "name": "French New Wave Influence",
              "description": "The French New Wave movement emphasized artistic control and experimentation, moving away from the rigid studio system and commercial constraints, a philosophy that aligns with modern technological democratization.",
              "query": "French New Wave cinema artistic control studio system",
              "children": [],
              "sources": [
                {
                  "title": "French New Wave - Wikipedia",
                  "url": "https://en.wikipedia.org/wiki/French_New_Wave"
                },
                {
                  "title": "sciencedirect.com/science/article/pii/S0960982213004181",
                  "url": "https://www.sciencedirect.com/science/article/pii/S0960982213004181"
                },
                {
                  "title": "Cinema’s Epic History: From Then to Now | TheCollector",
                  "url": "https://www.thecollector.com/cinema-history/"
                }
              ]
            },
            {
              "name": "Taking Ownership",
              "description": "Filmmakers are encouraged to take ownership of their creative vision, leveraging technology to bypass traditional barriers and express their unique perspectives.",
              "query": "filmmaker ownership creative vision technology barriers",
              "children": [],
              "sources": [
                {
                  "title": "sciencedirect.com/science/article/pii/S0013935118300355",
                  "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355"
                },
                {
                  "title": "AI can make you more creative—but it has... | MIT Technology Review",
                  "url": "https://www.technologyreview.com/2024/07/12/1094892/ai-can-make-you-more-creative-but-it-has-limits/"
                },
                {
                  "title": "Barriers to adoption and attitudes towards... | Pew Research Center",
                  "url": "https://www.pewresearch.org/internet/2017/05/17/barriers-to-adoption-and-attitudes-towards-technology/"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "Darren Aronofsky on AI as Creative Infrastructure - LinkedIn",
              "url": "https://www.linkedin.com/posts/miralane_darren-aronofsky-and-james-manyika-at-the-activity-7462297387798196225-fFJG"
            },
            {
              "title": "Revisiting French New Wave: Aesthetics, Modernity and Cinema",
              "url": "https://www.academia.edu/49521683/Revisiting_French_New_Wave_Aesthetics_Modernity_and_Cinema"
            },
            {
              "title": "What is The French New Wave (Nouvelle Vague)? - Perlego",
              "url": "https://www.perlego.com/knowledge/study-guides/what-is-the-french-new-wave/"
            }
          ]
        },
        {
          "name": "AI in Filmmaking",
          "description": "AI's role in filmmaking includes generating concepts, creating promotional materials, and even writing scripts. However, ethical concerns and industry regulations are emerging to address potential overreach.",
          "query": "AI in filmmaking concept generation scripts ethics regulations",
          "children": [
            {
              "name": "Concept Generation and Proof of Concept",
              "description": "AI can be used to generate film concepts and create proof-of-concept materials, such as simulated actors and environments, to visualize ideas quickly and efficiently.",
              "query": "AI concept generation proof of concept filmmaking simulated actors",
              "children": [],
              "sources": [
                {
                  "title": "AI Photorealistic Drawing: Speeding Up Concept Art for Filmmakers",
                  "url": "https://reelmind.ai/blog/ai-photorealistic-drawing-speeding-up-concept-art-for-filmmakers"
                },
                {
                  "title": "ConceptSMILE: Auditing the Trustworthiness of Concept-Based...",
                  "url": "https://arxiv.org/pdf/2607.09649"
                },
                {
                  "title": "Proof of Concept: The Art of Pitching Through Short... | No Film School",
                  "url": "https://nofilmschool.com/proof-of-concept"
                }
              ]
            },
            {
              "name": "Ethical Concerns and Industry Regulations",
              "description": "The film industry is developing regulations to address ethical concerns related to AI, such as ensuring human authorship and preventing AI from replacing creative roles entirely.",
              "query": "AI ethical concerns film industry regulations human authorship",
              "children": [],
              "sources": [
                {
                  "title": "AI Ethical Concerns in Modern Society Explained",
                  "url": "https://kanerika.com/blogs/ai-ethical-concerns/"
                },
                {
                  "title": "sciencedirect.com/science/article/pii/S0013935118300355",
                  "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355"
                },
                {
                  "title": "Veo Porno Amateur & AI: Ethical and Respectful... | ReelMind",
                  "url": "https://reelmind.ai/blog/veo-porno-amateur-ai-ethical-and-respectful-representation"
                }
              ]
            },
            {
              "name": "AI as a Creative Tool",
              "description": "AI can be used as a tool to enhance creativity, such as generating promotional materials or exploring anachronistic scenarios, while maintaining human oversight and ethical considerations.",
              "query": "AI as creative tool filmmaking promotional materials anachronisms",
              "children": [
                {
                  "name": "Promotional Materials",
                  "description": "Siddhartha's friend used AI to create a film poster by generating prompts based on behind-the-scenes photos and descriptions, resulting in a unique and anachronistic design.",
                  "query": "AI generated film posters promotional materials anachronistic design",
                  "children": [],
                  "sources": [
                    {
                      "title": "AI slop - Wikipedia",
                      "url": "https://en.wikipedia.org/wiki/AI_slop"
                    },
                    {
                      "title": "Free AI Poster Generator: Create posters with AI - Canva",
                      "url": "https://www.canva.com/ai-poster-generator/"
                    },
                    {
                      "title": "Artificial Design Fiction: Using AI as a Material for Pastiche Scenarios",
                      "url": "https://dl.acm.org/doi/fullHtml/10.1145/3616961.3616987"
                    }
                  ]
                },
                {
                  "name": "Anachronistic Scenarios",
                  "description": "AI can generate creative and anachronistic scenarios, such as historical figures interacting in absurd situations, to inspire unique storytelling and visual concepts.",
                  "query": "AI anachronistic scenarios historical figures storytelling",
                  "children": [],
                  "sources": [
                    {
                      "title": "AI & Historical Fiction - A Writer of History",
                      "url": "https://awriterofhistory.com/2025/08/18/ai-historical-fiction/"
                    },
                    {
                      "title": "The Role of AI in Historical Simulation Design: A TPACK Perspective ...",
                      "url": "https://www.mdpi.com/2227-7102/15/2/192"
                    },
                    {
                      "title": "ChatGPT-Generated and Student-Written Historical Narratives",
                      "url": "https://www.diva-portal.org/smash/get/diva2:1857502/FULLTEXT01.pdf"
                    }
                  ]
                },
                {
                  "name": "AI in Propagandistic Contexts",
                  "description": "In Siddhartha's film, AI was used to create propagandistic materials, such as caricatures of political figures, serving as a narrative device to critique and explore themes of misinformation.",
                  "query": "AI in propaganda filmmaking political caricatures misinformation critique",
                  "children": [],
                  "sources": [
                    {
                      "title": "(PDF) AI-Slop and Political Propaganda: The Role of AI-Generated ...",
                      "url": "https://www.researchgate.net/publication/396770472_AI-Slop_and_Political_Propaganda_The_Role_of_AI-Generated_Content_in_Memes_and_Influence_Campaigns"
                    },
                    {
                      "title": "Multimodal analysis of disinformation and misinformation - PMC - NIH",
                      "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10731323/"
                    },
                    {
                      "title": "The potential effects of deepfakes on news media and entertainment",
                      "url": "https://link.springer.com/article/10.1007/s00146-024-02072-1"
                    }
                  ]
                }
              ],
              "sources": [
                {
                  "title": "Introducing Flow: Google’s AI filmmaking tool designed for Veo",
                  "url": "https://blog.google/innovation-and-ai/products/google-flow-veo-ai-filmmaking-tool/"
                },
                {
                  "title": "Magnific (formerly Freepik) | The AI Creative Platform",
                  "url": "https://www.magnific.com/"
                },
                {
                  "title": "Google Flow - AI Creative Studio for Video, Images & Custom Tools",
                  "url": "https://labs.google/fx/tools/flow/)"
                }
              ]
            },
            {
              "name": "Future Projections and Ethical Dilemmas",
              "description": "The future of AI in cinema raises ethical dilemmas, such as creating fully simulated worlds and characters for films, which could blur the lines between reality and artificiality.",
              "query": "future of AI in cinema ethical dilemmas simulated worlds characters",
              "children": [
                {
                  "name": "Simulated Worlds and Characters",
                  "description": "The potential future of cinema involves creating fully simulated worlds and AI-driven characters, raising questions about the ethical implications and the loss of human creativity.",
                  "query": "AI simulated worlds characters ethical implications human creativity",
                  "children": [],
                  "sources": [
                    {
                      "title": "View of The Impact of AI on Creativity: Enhancing Human Potential ...",
                      "url": "https://ojs.bonviewpress.com/index.php/AIA/article/view/4650/1561"
                    },
                    {
                      "title": "Artificial Intelligence Reshapes Creativity: A Multidimensional ... - PMC",
                      "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12702588/"
                    },
                    {
                      "title": "How Does Narrow AI Impact Human Creativity? - Taylor & Francis",
                      "url": "https://www.tandfonline.com/doi/full/10.1080/10400419.2024.2378264"
                    }
                  ]
                },
                {
                  "name": "Philosophical and Existential Questions",
                  "description": "Films like 'Le Vertige' and 'The Matrix' explore philosophical questions about reality and simulation, reflecting broader concerns about AI's role in creating immersive, artificial experiences.",
                  "query": "AI philosophical questions reality simulation Le Vertige The Matrix",
                  "children": [],
                  "sources": [
                    {
                      "title": "Donald Hoffman: Reality is an Illusion - How Evolution Hid... - YouTube",
                      "url": "https://www.youtube.com/watch?v=reYdQYZ9Rj4"
                    },
                    {
                      "title": "Philosopher AI-Free AI-Philosophical concepts simplification assistant",
                      "url": "https://deepsiteai.com/ru/g/gpts-7NHQ7GU-Philosopher-AI"
                    },
                    {
                      "title": "Too many AI researchers think real-world... | MIT Technology Review",
                      "url": "https://www.technologyreview.com/2020/08/18/1007196/ai-research-machine-learning-applications-problems-opinion/"
                    }
                  ]
                }
              ],
              "sources": [
                {
                  "title": "The Future of AI: How AI Is Changing the World | Built In",
                  "url": "https://builtin.com/artificial-intelligence/artificial-intelligence-future"
                },
                {
                  "title": "Ai Movie Future | TikTok",
                  "url": "https://www.tiktok.com/discover/ai-movie-future"
                },
                {
                  "title": "Ethical Considerations in AI and Cinema - Toxigon",
                  "url": "https://toxigon.com/ethical-considerations-ai-cinema"
                }
              ]
            },
            {
              "name": "Industry Standards and Human Authorship",
              "description": "The film industry is establishing standards to ensure human authorship, such as requiring filmmakers to document their creative process to prove originality and avoid over-reliance on AI.",
              "query": "film industry standards human authorship AI originality documentation",
              "children": [],
              "sources": [
                {
                  "title": "Authorship in AI-Generated Works: Exploring Originality in Text ...",
                  "url": "https://atrip.org/wp-content/uploads/2024/05/3rd-place-revised.pdf"
                },
                {
                  "title": "HUMAN IN THE LOOP – AI and the Film Value Chain",
                  "url": "https://www.vaf.be/files/Talentontwikkeling/Human-in-the-Loop-AI-and-the-film-value-chain.pdf"
                },
                {
                  "title": "Generative AI and the Transformation of Authorship in the Screen ...",
                  "url": "https://publications.ngmc.ac.in/journal/index.php/arjst/article/download/103/67/157"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "Artificial Intelligence in Filmmaking | Film Aesthetics Class Notes",
              "url": "https://fiveable.me/film-aesthetics/unit-14/artificial-intelligence-filmmaking/study-guide/5SIxeLDZxOQ7qfMF"
            },
            {
              "title": "Sora: The Future of Filmmaking? Exploring the Pros, Cons, and...",
              "url": "https://lwks.com/blog/through-the-eyes-of-sora-the-next-frontier-in-filmmaking"
            },
            {
              "title": "Reel to Real: Unveiling the AI Revolution in Filmmaking",
              "url": "https://link.springer.com/chapter/10.1007/978-3-031-71649-2_60"
            }
          ]
        },
        {
          "name": "Technology Beyond AI",
          "description": "Other technological advancements, such as advanced cameras and sound technology, have also significantly impacted filmmaking by improving accessibility and creative possibilities.",
          "query": "technology in filmmaking beyond AI cameras sound technology",
          "children": [
            {
              "name": "Advanced Cameras",
              "description": "Modern cameras enable high-quality filmmaking with minimal resources, allowing independent filmmakers to produce professional-level content without extensive budgets.",
              "query": "advanced cameras independent filmmaking high-quality content",
              "children": [],
              "sources": [
                {
                  "title": "Best Video Cameras for Filmmaking: A Comprehensive Guide - Verbit",
                  "url": "https://verbit.ai/best-video-cameras-for-filmmaking/"
                },
                {
                  "title": "Best Cameras for Independent Filmmaking 2026 - Indie Shorts Mag",
                  "url": "https://www.indieshortsmag.com/articles/2025/08/best-cameras-for-independent-filmmaking/"
                },
                {
                  "title": "(PDF) The technology-enabled low-budget filmmaking model",
                  "url": "https://www.researchgate.net/publication/394957996_The_technology-enabled_low-budget_filmmaking_model_Leveraging_innovation_for_high-quality_productions"
                }
              ]
            },
            {
              "name": "Sound Technology",
              "description": "Sound technology helps composers and filmmakers explore the feasibility of musical compositions and soundscapes, ensuring that creative ideas are physically realizable.",
              "query": "sound technology composers filmmakers musical compositions feasibility",
              "children": [],
              "sources": [
                {
                  "title": "(PDF) Soundscape composition: hearing the real and surreal",
                  "url": "https://www.researchgate.net/publication/378416194_Soundscape_composition_hearing_the_real_and_surreal"
                },
                {
                  "title": "Editorial: Music and sound design in contemporary audiovisual productions",
                  "url": "https://revues.mshparisnord.fr/filigrane/index.php?id=1218"
                },
                {
                  "title": "Technology and musique concrète: the technical developments of the Groupe de Recherches Musicales and their implication in musical composition | Organised Sound | Cambridge Core",
                  "url": "https://www.cambridge.org/core/journals/organised-sound/article/abs/technology-and-musique-concrete-the-technical-developments-of-the-groupe-de-recherches-musicales-and-their-implication-in-musical-composition/8832D40838033A9B6743648DD373DC97"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "A24 and Google have struck an AI research partnership that will see ...",
              "url": "https://www.facebook.com/yahooentertainment/posts/a24-and-google-have-struck-an-ai-research-partnership-that-will-see-the-independ/1383543473646176/"
            },
            {
              "title": "2026-04-24_Confluence of Generative AI and the Art of Filmmaking",
              "url": "https://dac.siggraph.org/sparks/2026-04-24_confluence-of-generative-ai-and-the-art-of-filmmaking/"
            },
            {
              "title": "AI and the Sound of Music | Yale Law Journal",
              "url": "https://yalelawjournal.org/essay/ai-and-the-sound-of-music"
            }
          ]
        },
        {
          "name": "Personal Experiences and Projects",
          "description": "Siddhartha's personal experiences and projects illustrate the impact of technology on filmmaking, from early amateur projects to his current professional work.",
          "query": "Siddhartha Minas personal experiences filmmaking projects technology impact",
          "children": [
            {
              "name": "Early Filmmaking Projects",
              "description": "Siddhartha's early filmmaking projects, such as music videos and parodies, were created using accessible tools and collaborations with friends, showcasing the democratizing power of technology.",
              "query": "early filmmaking projects music videos parodies accessible tools",
              "children": [],
              "sources": [
                {
                  "title": "Galezard Project Music Disco 2026 — Видео от Александр Алёхин",
                  "url": "https://vk.com/video-231034675_456239041"
                },
                {
                  "title": "Universal Terrors in Early Filmmaking | IU Libraries Blogs",
                  "url": "https://blogs.libraries.indiana.edu/mediabeat/2025/09/17/universal-terrors-in-early-filmmaking/"
                },
                {
                  "title": "Filmmaking History: Evolution and Fascinating... | The Collective Pitch",
                  "url": "https://thecollectivepitch.com/blog/filmmaking-history-and-fascinating-facts/"
                }
              ]
            },
            {
              "name": "Lily Flowers Screening",
              "description": "Siddhartha's short film 'Lily Flowers' will be screened at Columbia University, highlighting his current professional work and the role of academic institutions in supporting creative projects.",
              "query": "Lily Flowers screening Columbia University academic support creative projects",
              "children": [],
              "sources": [
                {
                  "title": "Lily Colors and Meanings: Flower Symbolism and History",
                  "url": "https://www.wikihow.com/Lily-Colors"
                },
                {
                  "title": "Iowa State University",
                  "url": "https://www.iastate.edu/"
                },
                {
                  "title": "Research | Osaka International Research Center for Infectious...",
                  "url": "https://www.omu.ac.jp/oircid_en/research/"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "Research findings : Đề thi thật IELTS LISTENING Vol 1 T...",
              "url": "https://www.tutorlistening.com/blog/research-findings-ielts-listening"
            },
            {
              "title": "Projects | Zooniverse",
              "url": "https://www.zooniverse.org/projects"
            },
            {
              "title": "Antenatal Couples Counselling in Uganda -Impact | University of...",
              "url": "https://www.southampton.ac.uk/research/projects/antenatal-couples-counselling-in-uganda-impact"
            }
          ]
        },
        {
          "name": "Ethical and Philosophical Considerations",
          "description": "The integration of AI in cinema raises ethical and philosophical questions about authorship, creativity, and the potential loss of human touch in artistic expressions.",
          "query": "AI in cinema ethical philosophical considerations authorship creativity",
          "children": [
            {
              "name": "Human vs. AI Creativity",
              "description": "The debate centers on whether AI can replace human creativity or if it should remain a tool to enhance and support human artistic expression.",
              "query": "human vs AI creativity artistic expression enhancement",
              "children": [],
              "sources": [
                {
                  "title": "Generative AI enhances individual creativity but reduces ... - Science",
                  "url": "https://www.science.org/doi/10.1126/sciadv.adn5290"
                },
                {
                  "title": "(PDF) The Impact of AI on Creativity: Enhancing Human Potential or ...",
                  "url": "https://www.researchgate.net/publication/395275000_The_Impact_of_AI_on_Creativity_Enhancing_Human_Potential_or_Challenging_Creative_Expression"
                },
                {
                  "title": "Embracing Creativity: How AI Can Enhance the Creative Process",
                  "url": "https://www.sps.nyu.edu/about/news-and-ideas/articles/etc/2024/embracing-creativity-how-ai-can-enhance-the-creative-process.html"
                }
              ]
            },
            {
              "name": "Authorship and Originality",
              "description": "Ensuring human authorship and originality in AI-assisted projects is a key concern, with industry standards emerging to document and validate the creative process.",
              "query": "authorship originality AI-assisted projects industry standards",
              "children": [],
              "sources": [
                {
                  "title": "Authorship, Originality, and Linguistic Merits in the Era of Artificial...",
                  "url": "https://journals.eltai.in/jelt/article/view/JELT670305"
                },
                {
                  "title": "Language Education 2026 – Proceedings Submission & Authorship...",
                  "url": "https://linguistic-society.com/language-education-2026-proceedings-submission-authorship-declaration/"
                },
                {
                  "title": "Thanis Launches A Feedback-First Model For AI-Assisted Writing...",
                  "url": "https://menafn.com/1111119529/Thanis-Launches-A-Feedback-First-Model-For-AI-Assisted-Writing-While-Preserving-The-Writers-Voice"
                }
              ]
            },
            {
              "name": "Cultural and Historical Contexts",
              "description": "Films and discussions often explore cultural and historical contexts, such as the experiences of pied-noirs and the influence of personal history on creative works.",
              "query": "cultural historical contexts pied-noirs personal history creative works",
              "children": [],
              "sources": [
                {
                  "title": "sciencedirect.com/science/article/pii/S2352618116300750",
                  "url": "https://www.sciencedirect.com/science/article/pii/S2352618116300750"
                },
                {
                  "title": "Les pieds-noirs, à la mer! the place and consideration of the minority...",
                  "url": "https://www.graduateinstitute.ch/communications/news/les-pieds-noirs-la-mer-place-and-consideration-minority-french-algeria"
                },
                {
                  "title": "D - 10: Pied-Noirs",
                  "url": "https://www.chantrou.net/post/d-10-pied-noirs"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "(PDF) ai in fine arts: redefining creativity, authorship, and cultural...",
              "url": "https://www.researchgate.net/publication/390923403_AI_IN_FINE_ARTS_REDEFINING_CREATIVITY_AUTHORSHIP_AND_CULTURAL_IMPACT_IN_THE_DIGITAL_ERA"
            },
            {
              "title": "(PDF) authorship, creativity, authenticity and originality in the media...",
              "url": "https://www.academia.edu/143535659/AUTHORSHIP_CREATIVITY_AUTHENTICITY_AND_ORIGINALITY_IN_THE_MEDIA_AND_CREATIVE_INDUSTRIES_IN_THE_AGE_OF_ARTIFICIAL_INTELLIGENCE"
            },
            {
              "title": "Can Literature Survive AI? Authorship, Creativity, and the Question...",
              "url": "https://www.linkedin.com/pulse/can-literature-survive-ai-authorship-creativity-human-pavithra-ozdgc"
            }
          ]
        },
        {
          "name": "Future of Cinema with AI",
          "description": "The future of cinema with AI involves balancing technological advancements with ethical considerations, ensuring that AI enhances rather than replaces human creativity and storytelling.",
          "query": "future of cinema with AI ethical considerations human creativity storytelling",
          "children": [
            {
              "name": "Balancing Technology and Ethics",
              "description": "The film industry must balance the use of AI and other technologies with ethical considerations to preserve human creativity and prevent over-reliance on artificial systems.",
              "query": "balancing technology ethics in cinema AI human creativity",
              "children": [],
              "sources": [
                {
                  "title": "Is AI Good or Bad for Creativity: How Generative AI is Transforming ...",
                  "url": "https://www.captechu.edu/blog/how-generative-ai-is-transforming-creativity"
                },
                {
                  "title": "Balancing Act: Exploring the Interplay Between Human Judgment ...",
                  "url": "https://www.igminresearch.com/articles/html/igmin158"
                },
                {
                  "title": "The Ethics of AI in Film: Balancing Creativity with Tech | Envato Tuts+",
                  "url": "https://photography.tutsplus.com/articles/the-ethics-of-ai-in-film-balancing-creativity-with-tech--cms-108730"
                }
              ]
            },
            {
              "name": "Innovative Storytelling",
              "description": "AI can enable innovative storytelling techniques, such as creating immersive simulated worlds or exploring anachronistic scenarios, while maintaining a focus on human-driven narratives.",
              "query": "AI innovative storytelling techniques simulated worlds anachronisms",
              "children": [],
              "sources": [
                {
                  "title": "New quantum algorithm could unlock faster AI and scientific computing",
                  "url": "https://interestingengineering.com/ai-robotics/quantum-algorithm-faster-ai-scientific-computing"
                },
                {
                  "title": "Manus | Wide Research: Beyond Context Window",
                  "url": "https://manus.im/features/wide-research"
                },
                {
                  "title": "Artificial intelligence and illusions of understanding in scientific...",
                  "url": "https://www.linkedin.com/posts/timothée-schmude-17a032218_artificial-intelligence-and-illusions-of-activity-7478761968041037825-E4f9"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "sciencedirect.com/science/article/pii/S0268401223000233",
              "url": "https://www.sciencedirect.com/science/article/pii/S0268401223000233"
            },
            {
              "title": "How AI is Redefining the Art of Storytelling | by Andi... | Medium",
              "url": "https://medium.com/@ndlelep/how-ai-is-redefining-the-art-of-storytelling-3d0cbda85529"
            },
            {
              "title": "Top 9 ethical issues in artificial intelligence | World Economic Forum",
              "url": "https://www.weforum.org/stories/2016/10/top-10-ethical-issues-in-artificial-intelligence/"
            }
          ]
        },
        {
          "name": "Conference and Presentation Insights",
          "description": "The discussion concludes with insights on preparing presentations and visualizations for CITOPIA conferences, summarizing key points and themes for broader dissemination.",
          "query": "CITOPIA conference presentation insights visualization key themes",
          "children": [
            {
              "name": "Visualization and Summarization",
              "description": "Creating visualizations and summaries of conference discussions helps participants and audiences grasp the key themes and insights, facilitating knowledge dissemination and future presentations.",
              "query": "conference visualization summarization key themes knowledge dissemination",
              "children": [],
              "sources": [
                {
                  "title": "sciencedirect.com/science/article/pii/S2773207X24001386",
                  "url": "https://www.sciencedirect.com/science/article/pii/S2773207X24001386"
                },
                {
                  "title": "NewSum EMNLP Workshop 2021 | NewSum provides a research...",
                  "url": "https://summarization2021.github.io/"
                },
                {
                  "title": "35th ACM International Conference on Information and Knowledge...",
                  "url": "https://www.clocate.com/acm-international-conference-on-information-and-knowledge-management-cikm/15622/"
                }
              ]
            },
            {
              "name": "Archiving and Accessibility",
              "description": "CITOPIA archives conference recordings and materials to ensure accessibility and long-term preservation of knowledge, supporting ongoing learning and reference.",
              "query": "CITOPIA archiving conference recordings accessibility knowledge preservation",
              "children": [],
              "sources": [
                {
                  "title": "sciencedirect.com/science/article/pii/S0013935118300355",
                  "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355"
                },
                {
                  "title": "Can We Republish Archival Conference Procedings | Otomoto Pl",
                  "url": "https://otomotopl.com/can-we-republish-archival-conference-procedings/"
                },
                {
                  "title": "Scientific conferences | International scientific conferences",
                  "url": "https://isu-conference.com/en/archive/modern-science-research-economy-and-innovation-16-07-25/"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "TCRP - 2023 - Transportation Research Board (TRB)",
              "url": "https://onlinepubs.trb.org/onlinepubs/tcrp/TCRPAnnual2023.pdf"
            },
            {
              "title": "DRAFT_Industrial Blockchain Task Force Report - INATBA",
              "url": "https://inatba.org/wp-content/uploads/2024/07/Industrial-Blockchain-Task-Force-Report-July-2024.pdf"
            },
            {
              "title": "University of Zagreb Faculty of Architecture Dashnor Kadiri",
              "url": "https://www.arhitekt.unizg.hr/files/file/nastava/doktorski/2025/Dashnor-Kadiri_BOOK-II---APPENDIX_final-version.pdf"
            }
          ]
        }
      ],
      "sources": [
        {
          "title": "Innovations and Challenges of AI in Film: A Methodological Framework for Future Exploration | ACM Transactions on Multimedia Computing, Communications, and Applications",
          "url": "https://dl.acm.org/doi/10.1145/3736724"
        },
        {
          "title": "Frontiers | The economics of AI in cinema: financial performance of AI-themed films and the rise of artificial intelligence film festivals",
          "url": "https://www.frontiersin.org/journals/communication/articles/10.3389/fcomm.2026.1758969/full"
        },
        {
          "title": "AI in Films: The Future of Enhanced Cinematic Technology",
          "url": "https://www.rmnstars.com/ai-films-future-enhanced-cinematic-technology/"
        }
      ]
    }
  ],
  "sources": [
    {
      "title": "ResearchGate | Find and share research",
      "url": "https://www.researchgate.net/"
    },
    {
      "title": "Semantic Scholar | AI-Powered Research Tool",
      "url": "https://www.semanticscholar.org/"
    },
    {
      "title": "A systematic review for 2019-2025 on deep learning models in the film ...",
      "url": "https://www.sciencedirect.com/science/article/pii/S1875952125001569"
    }
  ]
}