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FLUX.1
Flux (also known as FLUX.1) is a text-to-image model developed by Black Forest Labs, based in Freiburg im Breisgau, Germany. Black Forest Labs was founded by former employees of Stability AI. As with other text-to-image models, Flux generates images from natural language descriptions, called '' prompts''. History Black Forest Labs was founded in 2024 by Robin Rombach, Andreas Blattmann, and Patrick Esser, former employees of Stability AI. All three founders had previously researched the artificial intelligence image generation at Ludwig Maximilian University of Munich as research assistants under Björn Ommer. They published their research results on image generation in 2022, which resulted in creation of Stable Diffusion. Investors in Black Forest Labs included venture capital firm Andreessen Horowitz, Brendan Iribe, Michael Ovitz, Garry Tan, and Vladlen Koltun. The company received an initial investment of million. In August 2024, Flux was integrated into the Grok chatbo ...
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Artificial Intelligence Visual Art
Artificial intelligence visual art means visual artwork generated (or enhanced) through the use of artificial intelligence (AI) programs. Artists began to create AI art in the mid to late 20th century, when the discipline was founded. Throughout its history, AI has raised many philosophical concerns related to the human mind, artificial beings, and also what can be considered ''art'' in human–AI collaboration. Since the 20th century, people have used AI to create art, some of which has been exhibited in museums and won awards. During the AI boom of the 2020s, text-to-image models such as Midjourney, DALL-E, Stable Diffusion, and FLUX.1 became widely available to the public, allowing users to quickly generate imagery with little effort. Commentary about AI art in the 2020s has often focused on issues related to copyright, deception, defamation, and its impact on more traditional artists, including technological unemployment. History Early history Automated art dat ...
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Generative Artificial Intelligence
Generative artificial intelligence (Generative AI, GenAI, or GAI) is a subfield of artificial intelligence that uses generative models to produce text, images, videos, or other forms of data. These models Machine learning, learn the underlying patterns and structures of their training data and use them to produce new data based on the input, which often comes in the form of natural language Prompt (natural language), prompts. Generative AI tools have become more common since an "AI boom" in the 2020s. This boom was made possible by improvements in transformer (machine learning model), transformer-based deep learning, deep neural networks, particularly large language models (LLMs). Major tools include chatbots such as ChatGPT, Microsoft Copilot, Copilot, Gemini (chatbot), Gemini, Grok (chatbot), Grok, and DeepSeek (chatbot), DeepSeek; text-to-image models such as Stable Diffusion, Midjourney, and DALL-E; and text-to-video models such as Sora (text-to-video model), Sora and Veo ...
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Text-to-image Model
A text-to-image model is a machine learning model which takes an input natural language prompt and produces an image matching that description. Text-to-image models began to be developed in the mid-2010s during the beginnings of the AI boom, as a result of advances in deep neural networks. In 2022, the output of state-of-the-art text-to-image models—such as OpenAI's DALL-E 2, Google Brain's Imagen, Stability AI's Stable Diffusion, and Midjourney—began to be considered to approach the quality of real photographs and human-drawn art. Text-to-image models are generally latent diffusion models, which combine a language model, which transforms the input text into a latent representation, and a generative image model, which produces an image conditioned on that representation. The most effective models have generally been trained on massive amounts of image and text data scraped from the web. History Before the rise of deep learning, attempts to build text-to-image mo ...
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Garry Tan
Garry Tan (; born 1981) is a Canadian-American venture capitalist and executive who is the CEO of Y Combinator and a founder of Initialized Capital. He previously co-founded Posterous and Posthaven. He was an early employee at Palantir Technologies, and previously a partner at Y Combinator. Tan is also known for his engagement in San Francisco politics, both as a commenter on social media and as a political donor. Early life and education Tan was born in 1981 to a Chinese Singaporean father and a Burmese-Chinese mother in Winnipeg, Canada. His father worked in a machine shop as a foreman, and his mother was a nursing assistant. The family settled in Fremont, California in 1991, and Tan graduated from American High School. He started programming at 14 and found his first job by cold-calling the Yellow Pages. He attended Stanford University from 1999 to 2003, and graduated with a bachelor's degree in Computer Systems Engineering. Career Tan worked at Microsoft and then b ...
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Depth Map
In 3D computer graphics and computer vision, a depth map is an Digital image, image or Channel (digital image), image channel that contains information relating to the distance of the Computer representation of surfaces, surfaces of scene objects from a viewpoint. The term is related (and may be analogous) to ''depth buffer'', ''Z-buffer'', ''Z-buffering'', and ''Z-depth''.[ftp://ftp.futurenet.co.uk/pub/arts/Glossary.pdf Computer Arts / 3D World Glossary], Document retrieved 26 January 2011. The "Z" in these latter terms relates to a convention that the central axis of view of a Virtual camera system, camera is in the direction of the camera's Z axis, and not to the absolute Z axis of a scene. Examples File:Cubic Structure.jpg, Cubic Structure File:Cubic Frame Stucture and Floor Depth Map.jpg, Depth Map: Nearer is darker File:Cubic Structure and Floor Depth Map with Front and Back Delimitation.jpg, Depth Map: Nearer the Focal Plane is darker Two different depth maps can be s ...
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Inpainting
Inpainting is a conservation process where damaged, deteriorated, or missing parts of an artwork are filled in to present a complete image. This process is commonly used in image restoration. It can be applied to both physical and digital art mediums such as oil or acrylic paintings, chemical photographic prints, sculptures, or digital images and video. With its roots in physical artwork, such as painting and sculpture, traditional inpainting is performed by a trained art conservator who has carefully studied the artwork to determine the mediums and techniques used in the piece, potential risks of treatments, and ethical appropriateness of treatment. History The modern use of inpainting can be traced back to Pietro Edwards (1744–1821), Director of the Restoration of the Public Pictures in Venice, Italy. Using a scientific approach, Edwards focused his restoration efforts on the intentions of the artist. It was during the 1930 International Conference for the Study o ...
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Mistral AI
Mistral AI SAS () is a French artificial intelligence (AI) startup, headquartered in Paris. Founded in 2023, it specializes in open-weight large language models (LLMs), with both open-source and proprietary AI models. Namesake The company is named after the mistral, a powerful, cold wind in southern France. History Mistral AI was established in April 2023 by three French AI researchers, Arthur Mensch, Guillaume Lample and Timothée Lacroix. Mensch, an expert in advanced AI systems, is a former employee of Google DeepMind; Lample and Lacroix, meanwhile, are large-scale AI models specialists who had worked for Meta Platforms. The trio originally met during their studies at École Polytechnique. Company operation Funding In June 2023, the start-up carried out a first fundraising of €105 million ($117 million) with investors including the American fund Lightspeed Venture Partners, Eric Schmidt, Xavier Niel and JCDecaux. The valuation is then estimated by the Fi ...
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Aurora (text-to-image Model)
Grok is a generative artificial intelligence chatbot developed by xAI. Based on the large language model (LLM) of the same name, it was launched in November 2023 as an initiative by Elon Musk. Grok is integrated on the social media platform X, formerly known as Twitter, and has apps for iOS and Android. The chatbot was described by Musk as having a "sense of humor". It is named after the verb ''grok'', coined by American author Robert A. Heinlein in his 1961 science fiction novel ''Stranger in a Strange Land'' to describe a form of understanding. Background OpenAI Musk was one of the 11 co-founders of OpenAI, and initially co-chaired it with Sam Altman. He left the company's board in 2018, saying of his decision that he "didn't agree with some of what OpenAI team wanted to do". OpenAI went on to launch ChatGPT in 2022, and GPT-4 in March 2023. The same month, Musk was one of the individuals to sign the " Pause Giant AI Experiments: An Open Letter" from the Future of L ...
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Bloomberg News
Bloomberg News (originally Bloomberg Business News) is an international news agency headquartered in New York City and a division of Bloomberg L.P. Content produced by Bloomberg News is disseminated through Bloomberg Terminals, Bloomberg Television, Bloomberg Radio, '' Bloomberg Businessweek'', '' Bloomberg Markets'', Bloomberg.com, and Bloomberg's mobile platforms. Since 2015, John Micklethwait has been editor-in-chief. History Bloomberg News was founded by Michael Bloomberg and Matthew Winkler in 1990 to deliver financial news reporting to Bloomberg Terminal subscribers. The agency was established in 1990 with a team of six people. Winkler was first editor-in-chief. In 2010, Bloomberg News included more than 2,300 editors and reporters in 72 countries and 146 news bureaus worldwide. Beginnings (1990–1995) Bloomberg Business News was created to expand the services offered through the terminals. According to Matthew Winkler, then a writer for ''The Wall Street Jo ...
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The Verge
''The Verge'' is an American Technology journalism, technology news website headquarters, headquartered in Lower Manhattan, New York City and operated by Vox Media. The website publishes news, feature stories, guidebooks, product reviews, consumer electronics news, and podcasts. The website was launched on November 1, 2011, and uses Vox Media's proprietary multimedia publishing platform Chorus. In 2014, Nilay Patel was named editor-in-chief and Dieter Bohn executive editor; Helen Havlak was named editorial director in 2017. ''The Verge'' won five Webby Awards for the year 2012 including awards for Best Writing (Editorial), Best Podcast for ''The Vergecast'', Best Visual Design, Best Consumer Electronics Site, and Best Mobile News App. History Origins Between March and April 2011, up to nine of ''Engadget''s writers, editors, and product developers, including editor-in-chief Joshua Topolsky, left AOL, the company behind that website, to start a new gadget site. The other ...
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Handelsblatt
The ''Handelsblatt'' (literally "commerce paper" in English) is a German-language business newspaper published in Düsseldorf by Handelsblatt Media Group, formerly known as Verlagsgruppe Handelsblatt. History and profile ''Handelsblatt'' was established in 1946 by journalist Herbert Gross, but after some months Friedrich Vogel (1902–1976) became publisher. In 1969, Georg von Holtzbrinck became partner of Friedrich Vogel. Since 2021, its editor-in-chief is Sebastian Matthes. Its publisher, Handelsblatt Media Group, also publishes the weekly business magazine ''Wirtschaftswoche'' of which the editor-in-chief is Beat Balzli. ''Handelsblatt'' headquarters are in Düsseldorf. Since September 2005 ''Handelsblatt'' has been offering an online lexicon called ''WirtschaftsWiki'' which features definitions of terms used in economics and politics. The database can be modified by any registered user. In September 2006 ''Handelsblatt'' ranked all economists working in Germany, Austria ...
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