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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
Look up generative in Wiktionary, the free dictionary. Generative may refer to: Generative art, art that has been created using an autonomous system that
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
Explicit material produced by generative AI
Generative AI pornography is the usage of generative AI to produce pornographic content. AI pornography platforms, beyond account creation and social media
Generative_AI_pornography
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
Deep learning method
A generative adversarial network (GAN) is a class of machine learning frameworks and a prominent framework for approaching generative artificial intelligence
Generative adversarial network
Generative_adversarial_network
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
Generative AI chatbot by OpenAI
ChatGPT is a generative artificial intelligence chatbot developed by OpenAI. Originally released on November 30, 2022, the product uses large language
ChatGPT
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
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
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
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 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
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
Technologies that can produce change driven by audiences
Generative systems are technologies with the overall capacity to produce unprompted change driven by large, varied, and uncoordinated audiences. When generative
Generative_systems
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
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
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
Unpredictable phenomenon in complex systems
imposed cost or benefit Free will – Ability to make choices voluntarily Generative science – Study of nature's complex behaviour systems Irreducible complexity –
Emergence
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
System responsible for combining morphemes into complex structures
relationship between form and meaning (semantics). Diverse approaches, such as generative grammar and functional grammar, offer unique perspectives on syntax, reflecting
Syntax
Period of rapid progress in AI
seeing increased acceleration and media coverage. Examples of this include generative AI technologies such as large language models (LLM) and AI image generators
AI_boom
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
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
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
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
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
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
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
Type of machine learning model
less reliable. LLMs are typically based on transformer architecture. Generative pre-trained transformers (GPTs) are a type of LLM that is pre-trained
Large_language_model
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
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
Intelligence of 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
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
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
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
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
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
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
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
Branch of machine learning
belief networks, recurrent neural networks, convolutional neural networks, generative adversarial networks, transformers, and neural radiance fields. These
Deep_learning
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)
Genre of art
During the deep learning era, there are mainly these types of designs for generative art: autoregressive models, diffusion models, GANs, normalizing flows
AI_art
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
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
2026 film by David Robert Mitchell
The film’s marketing campaign was criticized on social media for using Generative AI. In particular, one video shared by Warner Bros. featured the dog Starbuck
The_End_of_Oak_Street
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
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
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
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
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
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
British musician (born 1948)
Intermorphic to create generative music through utilising programmed algorithms. The collaboration with Intermorphic led Eno to release Generative Music 1 - which
Brian_Eno
Machine learning paradigm
perform generative training, because f {\displaystyle f} can be regarded as a generative model that explains how the data were generated. Generative training
Supervised_learning
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
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
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
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
Award
Biological sciences (evolution, behavior, ecology, environment) Earth and planetary sciences, astronomy and astrophysics Cognitive science/Life sciences (molecular
Kyoto_Prize_in_Basic_Sciences
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
AI family trained on genomic DNA
molecular to genome scale with Evo", Science, doi:10.1126/science.ado9336, PMID 39541441 Welcome Evo, generative AI for the genome, Stanford University
Evo_(AI)
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
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
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
French AI firm
user needs. Hugging Face Large language model Reinforcement learning Generative AI "Adaptive ML – Company Profile & Employee Comparisons". PitchBook.
Adaptive_ML
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
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
Unsupervised learning algorithm
The wake-sleep algorithm is an unsupervised learning algorithm for deep generative models, especially Helmholtz Machines. The algorithm is similar to the
Wake-sleep_algorithm
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
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
American artificial intelligence subsidiary of SpaceX
intelligence (AI) and social media. SpaceXAI's flagship products are the generative AI chatbot Grok and the social network X, which was acquired in March
SpaceXAI
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
Sun symbols have a variety of uses
much like the Sun in astrology. Suns can correspond to gold, citrinitas, generative masculine principles, imagery of "the king", or Apollo, the fiery spirit
Suns_in_alchemy
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
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
Generative music app
Endel is a paid generative artificial intelligence—powered music creation app that creates personalized sound environments (called soundscapes) to match
Endel_(app)
American AI and education researcher
Generative AI Labs with his wife Lilach Mollick. Mollick's research investigates topics including crowdfunding dynamics, the adoption of generative AI
Ethan_Mollick
Removing vendor-installed limitations in tech products
Jailbreak). Jailbreaking can also occur in systems and software that use generative AI models, such as ChatGPT. In jailbreaking attacks on artificial intelligence
Jailbreak_(computer_science)
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
Shadow library search engine
financial harm not pursued by the plaintiffs — the idea that "by training generative AI models with copyrighted works, companies are creating something that
Anna's_Archive
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
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)
Image-generating machine learning model
Midjourney is a generative artificial intelligence program and service created and hosted by the San Francisco–based "independent research lab" Midjourney
Midjourney
productivity effects of generative artificial intelligence". Science. 381 (6654): 187–192. Bibcode:2023Sci...381..187N. doi:10.1126/science.adh2586. PMID 37440646
Applications of artificial intelligence
Applications_of_artificial_intelligence
American artificial intelligence company
partially controlled by OpenAI Foundation, a nonprofit. OpenAI develops generative AI models, particularly the GPT series of large language models. Its release
OpenAI
Short story by Isaac Asimov
Foundations of Science Fiction. Oxford University Press. p. 71. ISBN 9780195030594 – via Google Books. Max Maxfield, "University Degrees in Generative AI Prompt
Jokester
This list of existing technologies predicted in science fiction includes every medium, mainly literature and film. In 1964, Soviet engineer and writer
List of existing technologies predicted in science fiction
List_of_existing_technologies_predicted_in_science_fiction
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
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)
Playable AI-generated Minecraft clone
attempts to replicate the 2011 sandbox game Minecraft, run entirely using generative artificial intelligence. The project, which began development in 2022
Oasis_(Minecraft_clone)
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)
Large multimodal model from OpenAI
GPT-4o ("o" for "omni") is a multilingual, multimodal generative pre-trained transformer developed by OpenAI and released in May 2024 as part of its GPT
GPT-4o
Spirling, Arthur (18 April 2023). "Why open-source generative AI models are an ethical way forward for science". Nature. 616 (7957): 413. Bibcode:2023Natur
2023_in_science
Video-generating LLM (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)
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