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Study of nature's complex behaviour systems
Generative science is an area of research that explores the natural world and its complex behaviours. It explores ways "to generate apparently unanticipated
Generative_science
Topics referred to by the same term
level Generative sciences, an interdisciplinary and multidisciplinary science that explores the natural world and its complex behaviours as a generative process
Generative
AI that generates content
Generative artificial intelligence (GenAI) is a subfield of artificial intelligence (AI) that uses generative models to generate text, images, videos
Generative_AI
Art created by a set of rules, often using computers
Generative art is post-conceptual art that has been created (in whole or in part) with the use of an autonomous system. An autonomous system in this context
Generative_art
Research tradition in linguistics
subconscious grammatical knowledge. Generative grammar studies language as part of cognitive science. Thus, research in the generative tradition involves formulating
Generative_grammar
Type of large language model
A generative pre-trained transformer (GPT) is a type of large language model (LLM) that is widely used in generative artificial intelligence chatbots.
Generative pre-trained transformer
Generative_pre-trained_transformer
Explicit material produced by generative AI
Generative AI pornography is pornographic content produced using generative AI. It may include allusions towards animation, literature, video games and
Generative_AI_pornography
Machine learning framework
A generative adversarial network (GAN) is a class of machine learning frameworks and a prominent framework for approaching generative AI. The concept
Generative adversarial network
Generative_adversarial_network
Generative AI chatbot by OpenAI
generative AI chatbot developed by OpenAI. Originally released on November 30, 2022, the product uses large language models—specifically generative pre-trained
ChatGPT
American logician and computational neuroscientist (1923–1969)
activity and generative processes that influenced diverse fields such as cognitive sciences and psychology, philosophy, neurosciences, computer science, artificial
Walter_Pitts
Automatically generated poetry and fiction
Generative literature is poetry or fiction that is automatically generated, often using computers. It is a genre of electronic literature, and also related
Generative_literature
Technologies that can produce change driven by audiences
linguistics Generative music – Music created through systems Generative pre-trained transformer – Type of large language model Generative science – Study
Generative_systems
Creation of audio files from databases of audio clips
Generative audio refers to the creation of audio files from databases of audio clips.[citation needed] This technology differs from synthesized voices
Generative_audio
Iterative design process
Generative design is an iterative design process that uses software to generate outputs that fulfill a set of constraints iteratively adjusted by a designer
Generative_design
Model for generating observable data in probability and statistics
Generative models are a class of computational models frequently used for classification. In machine learning, it typically models the joint distribution
Generative_model
Chinese regulation introduced in 2023
The Interim Measures for the Management of Generative AI Services (Chinese: 生成式人工智能服务管理暂行办法; pinyin: Shēngchéng shì réngōng zhìnéng fúwù guǎnlǐ zànxíng
Interim Measures for the Management of Generative AI Services
Interim_Measures_for_the_Management_of_Generative_AI_Services
Term originating in psychology to describe a concern for the next generation
The term generativity was coined by the psychoanalyst Erik Erikson in 1950 to denote "a concern for establishing and guiding the next generation." He first
Generativity
Earliest model of generative grammar
transformational-generative grammar (TGG) was the earliest model of grammar proposed within the research tradition of generative grammar. Like current generative theories
Transformational_grammar
American philosophical anthropologist and literary theorist
anthropologist and literary theorist. Gans established a human science called generative anthropology (GA), which is based on the hypothesis that representation
Eric_Gans
Study of how organisms develop and grow
different from those that control animal development. Generative biology is the generative science that explores the dynamics guiding the development and
Developmental_biology
American program founded in 1970
Generative Systems was a program founded by Sonia Landy Sheridan at the School of the Art Institute of Chicago in 1969 to help integrate art with new technologies
Generative Systems: Art, Science and Technology
Generative_Systems:_Art,_Science_and_Technology
2024 AI LLM with enhanced reasoning
OpenAI o1 is a generative pre-trained transformer (GPT), the first in OpenAI's "o" series of reasoning models. A preview of o1 was released by OpenAI on
OpenAI_o1
Unpredictable phenomenon in complex systems
benefit in economics Free will – Ability to make choices voluntarily Generative science – Study of nature's complex behaviour systems Irreducible complexity –
Emergence
2025 multimodal model by OpenAI
large language model developed by OpenAI and the fifth in its series of generative pre-trained transformer (GPT) foundation models. Preceded in the series
GPT-5
Period of rapid progress in AI
search engine. Generative coding can be used to produce, edit, explain, and debug code. A 2026 study in the journal Management Science found that less
AI_boom
Artificial intelligence model developed by TypeSafe AI
discriminative models, Jev does not require data-specific training. Like generative pretrained transformer models, it can perform zero-shot learning of input
Jev_(AI_model)
Generative artificial intelligence model
LTX is a family of generative artificial intelligence video models, developed by Lightricks. Lightricks first released LTX in November 2024 as a text-to-video
LTX_(world_model)
2026 large language model by OpenAI
areas such as cybersecurity, professional work, software engineering, and science, with the company's president Greg Brockman claiming that it could eventually
GPT-6
Intelligence in machines
transformer architecture. In the 2020s, an AI boom coincided with advances in generative AI, which became widespread and allowed for the creation and modification
Artificial_intelligence
System composed of many interacting components
often refers to the study of complex systems, which is an approach to science that investigates how relationships between a system's parts give rise
Complex_system
Field of study
Generative anthropology is a field of study based on the hypothesis that the origin of human language happened in a singular event. The discipline of Generative
Generative_anthropology
System whose behavior is not automatically predictable from its parts
engineering Generative sciences Mean-field game theory Open system (systems theory) Santa Fe Institute Simulated reality Sociology and complexity science Super
Complex_adaptive_system
Professor of Epidemiology
Biology, and Social Science. Westview. p. 176. ISBN 978-0-201-41988-7. Epstein, Joshua M. (January 8, 2007). Generative Social Science: Studies in Agent-Based
Joshua_M._Epstein
System responsible for combining morphemes into complex structures
between structure and meaning (semantics). Diverse approaches, such as generative grammar and functional grammar, have been proposed as ways to model the
Syntax
University in Thuwal, Saudi Arabia
CoE chair, and Professor Xin Gao, Computer Science, is co-chair. The CoE for Generative AI pursues Generative AI research and develops general-purpose AI
King Abdullah University of Science and Technology
King_Abdullah_University_of_Science_and_Technology
American computer scientist and professor
de-anonymization of data, as well as his criticism of hype regarding generative AI. He is currently the director of Princeton's Center for Information
Arvind_Narayanan
Conceptual framework
to modeling complex systems. This is what Joshua M. Epstein calls generative science. Other important areas of influence include statistics, mathematical
Social_complexity
Low-quality AI-generated digital content
also known as slop content or simply slop, is digital content made with generative artificial intelligence that is perceived as lacking in effort, quality
AI_slop
Topics referred to by the same term
dictionary. GPT may refer to: Generative pre-trained transformer, a type of large language model that is widely used in generative artificial intelligence chatbots
GPT
American artificial intelligence company
San Francisco, California. It develops "frontier" generative AI models, particularly its generative pre-trained transformer (GPT) series of large language
OpenAI
American artist and researcher (1925–2021)
an American artist, academic and researcher, who in 1969 founded the Generative Systems research program at the School of the Art Institute of Chicago
Sonia_Sheridan
Visual content generation through artificial intelligence
however, the term primarily refers to visual works created by modern generative AI trained on preexisting content. During the AI boom of the 2020s, text-to-image
AI_art
Statistical model used in machine learning
A flow-based generative model is a generative model used in machine learning that explicitly models a probability distribution by leveraging normalizing
Flow-based_generative_model
Concept involving online bot activity
the concept is also employed colloquially to describe the impacts of generative AI and emphasize only the core observations without speculating on the
Dead_Internet_theory
2019 text-generating language model
Generative Pre-trained Transformer 2 (GPT-2) is a large language model (LLM) by OpenAI and the second in their foundational series of GPT models. GPT-2
GPT-2
Use of generative artificial intelligence to disseminate extremist content is a field of research that examines the application of generative AI technologies
AI-generated violent extremist content
AI-generated_violent_extremist_content
Film
The Sweet Idleness is an upcoming dystopian film. It is touted by director Andrea Iervolino as "the world's first AI-directed feature film". A futuristic
The_Sweet_Idleness
effects of the Chinese government's censorship regime on the development of generative artificial intelligence and long-term talent acquisition with the state
Artificial intelligence industry in China
Artificial_intelligence_industry_in_China
Chinese text-to-video model
Kling AI is a generative artificial intelligence service created and hosted by the Beijing-based technology company Kuaishou. Kling generates videos from
Kling_AI
Scientific study of life
the scientific study of life and living organisms. It is a broad natural science that encompasses a wide range of fields and unifying principles that explain
Biology
Erroneous AI-generated content presented as true
Hallucinations, Catastrophic Failures, and the Fallacy of Generative AI". Harvard Data Science Review. 5. Bibcode:2024HDSRv...5ebbd4B. doi:10.1162/99608f92
Hallucination (artificial intelligence)
Hallucination_(artificial_intelligence)
Branch of machine learning
networks, recurrent Random neural networks, convolutional neural networks, generative adversarial networks, transformers, and neural radiance fields. These
Deep_learning
Type of machine learning model
LLMs are typically based on the transformer neural network architecture. Generative pre-trained transformers (GPTs) are a type of LLM that is pre-trained
Large_language_model
Copyright law in the use of AI
In the 2020s, the rapid advancement of deep learning-based generative artificial intelligence models raised questions about the copyright status of AI-generated
Artificial intelligence and copyright
Artificial_intelligence_and_copyright
Research institute located in Sofia, Bulgaria
to the player's behavior and choices, using generative AI models. Artificial intelligence Computer science ETH Zurich EPFL Massachusetts Institute of Technology
Institute for Computer Science, Artificial Intelligence and Technology
Institute_for_Computer_Science,_Artificial_Intelligence_and_Technology
Book by Philip Carr
Popperianization of generative linguistics", as well as an attempt to identify crucial methods that are characteristic of the so-called "natural sciences"; this was
Linguistic_Realities
Book by Arvind Narayanan & Sayash Kapoor
of generative AI. Generative AI software examples include ChatGPT, Midjourney, and DALL-E. The section begins with a positive example of generative AI
AI_Snake_Oil
1987 book by David Bohm and F. David Peat
and suitable for large-scale organization and technology. 5 Generative Order in Science, Society, and Consciousness These considerations are carried
Science, Order, and Creativity
Science,_Order,_and_Creativity
opponents, create misleading narratives, or inflame emotions. The use of generative AI by American political figures has been subject to criticism from many
AI-generated content in American politics
AI-generated_content_in_American_politics
Overview of and topical guide to deep learning
AlexNet Sequence to sequence learning Generative adversarial network Residual neural network Transformer BERT Generative pre-trained transformer Diffusion
Outline_of_deep_learning
Chemical compound
protein kinase). It is asserted to be the first drug generated entirely by generative artificial intelligence to reach phase 3 human clinical trials, and the
Rentosertib
PMID 39901044. Sharma, Nikhil; Liao, Q. Vera; Xiao, Ziang (11 May 2024). "Generative Echo Chamber? Effect of LLM-Powered Search Systems on Diverse Information
2024_in_science
Music-generating machine learning model
Riffusion is a neural network, designed by Seth Forsgren and Hayk Martiros, that generates music using images of sound rather than audio. The resulting
Riffusion
Video-generating machine learning model
text-to-video model developed by Google DeepMind and announced in May 2024. As a generative AI model, it creates videos based on user prompts. Veo 3, released in
Veo_(text-to-video_model)
Polish philosopher (born 1973)
(2014). Merrick, Margaret Grebowicz and Helen (ed.). "Not Seminal but Generative". Science Fiction Studies. 41 (1): 220–223. doi:10.5621/sciefictstud.41.1.0220
Margret_Grebowicz
2026 film by Kane Parsons
Backrooms and the COVID-19 lockdowns, recommendation algorithms, and generative AI. In May 2026, Parsons confirmed that he was not finished with Backrooms
Backrooms_(film)
Canadian computer scientist (born 1984)
Science at the University of Toronto and a founding faculty member at the Vector Institute.. His research group initially focused on deep generative models
David_Duvenaud
American computer scientist and professor of information science
University Press. ISBN 9781009123303 Information Access in the Era of Generative AI (2025). ISBN 9783031421235 Task Intelligence for Search and Recommendation
Chirag_Shah
Technique for the generative modeling of a continuous probability distribution
also known as diffusion-based generative models or score-based generative models, are a class of latent variable generative models. A diffusion model consists
Diffusion_model
Interdisciplinary scientific study of cognitive processes
like generative grammar, which not only posited internal representations but also characterized their underlying order. The term cognitive science was
Cognitive_science
American film and TV studio
Studios (formerly Cybever) is an American computer animation studio and generative artificial intelligence company. Cybever was founded in 2022 by Cecilia
Utopai_Studios
German computer scientist (born 1963)
also introduced principles of dynamic neural networks, meta-learning, generative adversarial networks and linear transformers, all of which are widespread
Jürgen_Schmidhuber
American artificial intelligence company
Retrieved May 30, 2026. Lin, Belle. "Google and Anthropic Are Selling Generative AI to Businesses, Even as They Address Its Shortcomings". WSJ. Archived
Anthropic
Large language model
OpenAI o3 is a generative pre-trained transformer (GPT) model developed by OpenAI as a successor to OpenAI o1 for ChatGPT. It is designed to devote additional
OpenAI_o3
Free online crowdsourced encyclopedia
human page views. They speculated that it reflects the growing use of generative AI and social media for finding information. Due to Wikipedia's increasing
Wikipedia
Private research university in Cambridge, Massachusetts, United States
Medals. Linguists Noam Chomsky and Morris Halle authored seminal texts on generative grammar and phonology. The MIT Media Lab, founded in 1985 within the School
Massachusetts Institute of Technology
Massachusetts_Institute_of_Technology
AI family trained on genomic DNA
(2026-08-06), "Generative design of bacteriophages with genome language models", Science, 393 (6811): 589, Bibcode:2026Sci...393c2657K, doi:10.1126/science.aec2657
Evo_(AI)
Upcoming Marvel Studios television miniseries
assistant costume designer on Age of Ultron. While the series did not use generative AI, Hughes-Jones intentionally emulated the flawed aesthetic of AI software
VisionQuest
Type of computer programming
P. Cointe (2005). "Towards Generative Programming". Unconventional Programming Paradigms. Lecture Notes in Computer Science. Vol. 3566. pp. 315–325. doi:10
Automatic_programming
American engineer
also serves as head of the MIT Health and Life Sciences Collaborative (MIT HEALS) and the MIT Generative AI Impact Consortium (MGAIC), and co-chair of
Anantha_P._Chandrakasan
American computer scientist (born 1987)
contributions to the field of deep learning, including the invention of the generative adversarial network (GAN). Goodfellow co-wrote, as the first author, the
Ian_Goodfellow
Chinese five elements
of Fire, Water, Wood, Metal, and Earth. When in their "heavenly stems" generative cycle as represented in the below cycles section and depicted in the diagram
Wuxing_(Chinese_philosophy)
Use of functions that call themselves
HtDP (How to Design Programs) refers to this kind as generative recursion. Examples of generative recursion include: gcd, quicksort, binary search, mergesort
Recursion_(computer_science)
Chatbot developed by Google
Gemini, also known as Google Gemini (formerly known as Bard), is a generative artificial intelligence chatbot and virtual assistant developed by Google
Google_Gemini
American computer scientist
13474 Goldman, Sharon (November 16, 2022). "Why Salesforce is betting on generative AI for conversational workflows". VentureBeat. Archived from the original
Silvio_Savarese
stars. 16 January Microsoft researchers publish details of MatterGen, a generative AI tool for materials design. The first two-dimensional (2D) mechanically
2025_in_science
Mathematical model used for classification or regression
prediction error under a chosen loss function. They are often contrasted with generative models, which aim to model how the data are generated and can be used
Discriminative_model
Video-sharing platform
Indiana University of Pennsylvania, and Chen and Karim studied computer science together at the University of Illinois Urbana-Champaign. According to a
YouTube
OpenAI text-to-video models (2024–2026)
misinformation, disinformation, and scams. A 2025 study in Science Advances found that generative AI tools can lower barriers to entry in creative work. It
Sora_(text-to-video_model)
1968 book by Noam Chomsky and Morris Halle
originally published in 1968. As the first exposition of the framework of generative phonology, it was the authoritative text of the field for most phonologists
The_Sound_Pattern_of_English
Image-generating machine learning model
Midjourney is a generative AI program and service created and hosted by the San Francisco–based "independent research lab" Midjourney, Inc. Midjourney
Midjourney
Canadian artificial intelligence company
AI, to promote the responsible development and management of advanced generative AI systems. In 2024, Cohere opened an office in New York City. In 2025
Cohere
AI-generated novel by Shen Yang
Land of Memories (Chinese: 机忆之地) is a Chinese science-fiction novel by Shen Yang (沈阳), a professor at Tsinghua University's School of Journalism and Communication
Land_of_Memories
Computer scientist at Emory University
prediction, interpretable machine learning, multi-modal machine learning, generative AI, and distributed deep learning. His book titled Graph Neural Networks:
Liang_Zhao
American linguist (born 1944)
ISBN 978-9027245946. Tomalin, M. (2006). Linguistics and the formal sciences : the origins of generative grammar. Cambridge University Press. ISBN 978-0521854818
Frederick_Newmeyer
Book by Michael Kenstowicz
in Generative Grammar is a 1994 book by Michael Kenstowicz in which the author provides an introduction to phonology in the framework of generative grammar
Phonology in Generative Grammar
Phonology_in_Generative_Grammar
American artificial intelligence company
Reconfigurable Dataflow Units (RDUs) adjusted for deep learning models and generative AI applications. SambaNova was co-founded in November 2017 by Kunle Olukotun
SambaNova_Systems
2017 paper conceptualizing the transformer-based deep learning architecture
other tasks like question answering and what is now known as multimodal generative AI. Some early examples on which the team tried their Transformer architecture
Attention_Is_All_You_Need
2025 Spanish science fiction film
EPC Media, the film was made using a production pipeline composed of generative artificial intelligence tools within a human-supervised workflow: no physical
The_Great_Reset_(film)
Concept in artificial intelligence
centers Applications Art Music Bioinformatics Deepfake Earth sciences Finance Generative AI Audio Images Government Healthcare Industry Software development
Recursive_self-improvement
travel, tourism, insurance
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