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A team led by Duygu Kuzum's lab has developed a neuroinspired hardware-software co-design approach that could make neural network training more energy-efficient and faster. Their work could one day make it possible to train neural networks on low-power devices such as smartphones, laptops and embedded devices.
Full story: jacobsschool.ucsd.edu/news/news_releases/release.sfe?id=2692
Photo credit: David Baillot/UC San Diego Jacobs School of Engineering
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In Creative (Artificial) Intelligence, artist and key researcher Ali Nikrang explores the latest research on artificial intelligence and creativity by asking the question, "Can machines create?". This third episode from the Anniversary Series will be broadcast on June 4 at 6 p.m. on the occasion of the 25th anniversary of the Ars Electronica Futurelab via Ars Electronica Home Delivery. It comments on a controversially discussed hype and examines the methods of creative collaboration between humans and machines.
Ali Nikrang illuminates the creative potential of algorithms and reveals surprising possibilities for constructive collaboration with the user. He explains important basics from the field of artificial intelligence: What A Ghost Dreams Of is an AI that generates deep fakes from images of museum visitors that are indistinguishable from real portraits. The language model GPT-2 (OpenAI) also uses the creativity of an artificial intelligence to create text with credible content.
However, using his AI-based music composition system Ricercar, the MuseNet composition Mahler Unfinished, and Sounding Letters – an AI that translates letters into a musical composition – Ali Nikrang demonstrates that it is still human creativity that differentiates analog from digitally generated work.
Photo:
Denise Hirtenfelder
Credits:
What a ghost dreams of – h.o.
AI System: John Brumley
Surveillance Application: Hiroshi Chigira
Technical Direction: Hiroshi Chigira, John Brumley, Taizo Zushi
Art Direction, Concept: Hideaki Ogawa, John Brumley, Hiroshi
Chigira, Emiko Ogawa, Taizo Zushi
Eye Blinks Editing / Directing: Martina Sochor
Eye Blinks Cinematography: Jonatan Salgado Romero
Eye Blinks Model: Andressa Miyazato
Photography: Florian Voggeneder
Face Photo Booth: Ali Nikrang
This project utilizes the AI algorithm StyleGAN (Karras et al. 2018)
About h.o: www.howeb.org/about
ars.electronica.art/center/de/what-a-ghost-dreams-of/
GPT-2: Sprachfelder
Ars Electronica Futurelab: Florian Berger, Ali Nikrang
GPT-2 (Alec Radford et al. 2019)
Mahler-Unfinished
Orchestra: Bruckner Orchestra Linz, principal conductor: Markus Poschner
Artificial Intelligence: MuseNet by OpenAI, Christine M. Payne
Ars Electronica Futurelab: Ali Nikrang, Peter Freudling, Stefan Mittlböck, Roland Aigner
Live Visualizations: Akiko Nakayama
ars.electronica.art/futurelab/de/projects-mahler-unfinished/
Ricercar & Sounding Letters
Ali Nikrang
In Creative (Artificial) Intelligence, artist and key researcher Ali Nikrang explores the latest research on artificial intelligence and creativity by asking the question, "Can machines create?". This third episode from the Anniversary Series will be broadcast on June 4 at 6 p.m. on the occasion of the 25th anniversary of the Ars Electronica Futurelab via Ars Electronica Home Delivery. It comments on a controversially discussed hype and examines the methods of creative collaboration between humans and machines.
Ali Nikrang illuminates the creative potential of algorithms and reveals surprising possibilities for constructive collaboration with the user. He explains important basics from the field of artificial intelligence: What A Ghost Dreams Of is an AI that generates deep fakes from images of museum visitors that are indistinguishable from real portraits. The language model GPT-2 (OpenAI) also uses the creativity of an artificial intelligence to create text with credible content.
However, using his AI-based music composition system Ricercar, the MuseNet composition Mahler Unfinished, and Sounding Letters – an AI that translates letters into a musical composition – Ali Nikrang demonstrates that it is still human creativity that differentiates analog from digitally generated work.
Photo showing: Ali Nikrang
Photo:
Denise Hirtenfelder
Credits:
What a ghost dreams of – h.o.
AI System: John Brumley
Surveillance Application: Hiroshi Chigira
Technical Direction: Hiroshi Chigira, John Brumley, Taizo Zushi
Art Direction, Concept: Hideaki Ogawa, John Brumley, Hiroshi
Chigira, Emiko Ogawa, Taizo Zushi
Eye Blinks Editing / Directing: Martina Sochor
Eye Blinks Cinematography: Jonatan Salgado Romero
Eye Blinks Model: Andressa Miyazato
Photography: Florian Voggeneder
Face Photo Booth: Ali Nikrang
This project utilizes the AI algorithm StyleGAN (Karras et al. 2018)
About h.o: www.howeb.org/about
ars.electronica.art/center/de/what-a-ghost-dreams-of/
GPT-2: Sprachfelder
Ars Electronica Futurelab: Florian Berger, Ali Nikrang
GPT-2 (Alec Radford et al. 2019)
Mahler-Unfinished
Orchestra: Bruckner Orchestra Linz, principal conductor: Markus Poschner
Artificial Intelligence: MuseNet by OpenAI, Christine M. Payne
Ars Electronica Futurelab: Ali Nikrang, Peter Freudling, Stefan Mittlböck, Roland Aigner
Live Visualizations: Akiko Nakayama
ars.electronica.art/futurelab/de/projects-mahler-unfinished/
Ricercar & Sounding Letters
Ali Nikrang
I ran one of my Manarola photos through the Neural Network and it turned it into a pretty futuristic SciFi version of Manarola.
In Creative (Artificial) Intelligence, artist and key researcher Ali Nikrang explores the latest research on artificial intelligence and creativity by asking the question, "Can machines create?". This third episode from the Anniversary Series will be broadcast on June 4 at 6 p.m. on the occasion of the 25th anniversary of the Ars Electronica Futurelab via Ars Electronica Home Delivery. It comments on a controversially discussed hype and examines the methods of creative collaboration between humans and machines.
Ali Nikrang illuminates the creative potential of algorithms and reveals surprising possibilities for constructive collaboration with the user. He explains important basics from the field of artificial intelligence: What A Ghost Dreams Of is an AI that generates deep fakes from images of museum visitors that are indistinguishable from real portraits. The language model GPT-2 (OpenAI) also uses the creativity of an artificial intelligence to create text with credible content.
However, using his AI-based music composition system Ricercar, the MuseNet composition Mahler Unfinished, and Sounding Letters – an AI that translates letters into a musical composition – Ali Nikrang demonstrates that it is still human creativity that differentiates analog from digitally generated work.
Photo showing: Ali Nikrang
Photo:
Denise Hirtenfelder
Credits:
What a ghost dreams of – h.o.
AI System: John Brumley
Surveillance Application: Hiroshi Chigira
Technical Direction: Hiroshi Chigira, John Brumley, Taizo Zushi
Art Direction, Concept: Hideaki Ogawa, John Brumley, Hiroshi
Chigira, Emiko Ogawa, Taizo Zushi
Eye Blinks Editing / Directing: Martina Sochor
Eye Blinks Cinematography: Jonatan Salgado Romero
Eye Blinks Model: Andressa Miyazato
Photography: Florian Voggeneder
Face Photo Booth: Ali Nikrang
This project utilizes the AI algorithm StyleGAN (Karras et al. 2018)
About h.o: www.howeb.org/about
ars.electronica.art/center/de/what-a-ghost-dreams-of/
GPT-2: Sprachfelder
Ars Electronica Futurelab: Florian Berger, Ali Nikrang
GPT-2 (Alec Radford et al. 2019)
Mahler-Unfinished
Orchestra: Bruckner Orchestra Linz, principal conductor: Markus Poschner
Artificial Intelligence: MuseNet by OpenAI, Christine M. Payne
Ars Electronica Futurelab: Ali Nikrang, Peter Freudling, Stefan Mittlböck, Roland Aigner
Live Visualizations: Akiko Nakayama
ars.electronica.art/futurelab/de/projects-mahler-unfinished/
Ricercar & Sounding Letters
Ali Nikrang
The neural optic: a testament to the fusion of organic and artificial intelligence. Duncan.co/deep-tech-mafia-upgraded-vision
KIPAC scientists have for the first time used artificial neural networks to analyze complex distortions in spacetime, called gravitational lenses, demonstrating that the method is 10 million times faster than traditional analyses. (Greg Stewart/SLAC National Accelerator Laboratory)
Read more: www6.slac.stanford.edu/news/2017-08-30-artificial-intelli...
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In Creative (Artificial) Intelligence, artist and key researcher Ali Nikrang explores the latest research on artificial intelligence and creativity by asking the question, "Can machines create?". This third episode from the Anniversary Series will be broadcast on June 4 at 6 p.m. on the occasion of the 25th anniversary of the Ars Electronica Futurelab via Ars Electronica Home Delivery. It comments on a controversially discussed hype and examines the methods of creative collaboration between humans and machines.
Ali Nikrang illuminates the creative potential of algorithms and reveals surprising possibilities for constructive collaboration with the user. He explains important basics from the field of artificial intelligence: What A Ghost Dreams Of is an AI that generates deep fakes from images of museum visitors that are indistinguishable from real portraits. The language model GPT-2 (OpenAI) also uses the creativity of an artificial intelligence to create text with credible content.
However, using his AI-based music composition system Ricercar, the MuseNet composition Mahler Unfinished, and Sounding Letters – an AI that translates letters into a musical composition – Ali Nikrang demonstrates that it is still human creativity that differentiates analog from digitally generated work.
Photo showing: Ali Nikrang
Photo:
Denise Hirtenfelder
Credits:
What a ghost dreams of – h.o.
AI System: John Brumley
Surveillance Application: Hiroshi Chigira
Technical Direction: Hiroshi Chigira, John Brumley, Taizo Zushi
Art Direction, Concept: Hideaki Ogawa, John Brumley, Hiroshi
Chigira, Emiko Ogawa, Taizo Zushi
Eye Blinks Editing / Directing: Martina Sochor
Eye Blinks Cinematography: Jonatan Salgado Romero
Eye Blinks Model: Andressa Miyazato
Photography: Florian Voggeneder
Face Photo Booth: Ali Nikrang
This project utilizes the AI algorithm StyleGAN (Karras et al. 2018)
About h.o: www.howeb.org/about
ars.electronica.art/center/de/what-a-ghost-dreams-of/
GPT-2: Sprachfelder
Ars Electronica Futurelab: Florian Berger, Ali Nikrang
GPT-2 (Alec Radford et al. 2019)
Mahler-Unfinished
Orchestra: Bruckner Orchestra Linz, principal conductor: Markus Poschner
Artificial Intelligence: MuseNet by OpenAI, Christine M. Payne
Ars Electronica Futurelab: Ali Nikrang, Peter Freudling, Stefan Mittlböck, Roland Aigner
Live Visualizations: Akiko Nakayama
ars.electronica.art/futurelab/de/projects-mahler-unfinished/
Ricercar & Sounding Letters
Ali Nikrang
In Creative (Artificial) Intelligence, artist and key researcher Ali Nikrang explores the latest research on artificial intelligence and creativity by asking the question, "Can machines create?". This third episode from the Anniversary Series will be broadcast on June 4 at 6 p.m. on the occasion of the 25th anniversary of the Ars Electronica Futurelab via Ars Electronica Home Delivery. It comments on a controversially discussed hype and examines the methods of creative collaboration between humans and machines.
Ali Nikrang illuminates the creative potential of algorithms and reveals surprising possibilities for constructive collaboration with the user. He explains important basics from the field of artificial intelligence: What A Ghost Dreams Of is an AI that generates deep fakes from images of museum visitors that are indistinguishable from real portraits. The language model GPT-2 (OpenAI) also uses the creativity of an artificial intelligence to create text with credible content.
However, using his AI-based music composition system Ricercar, the MuseNet composition Mahler Unfinished, and Sounding Letters – an AI that translates letters into a musical composition – Ali Nikrang demonstrates that it is still human creativity that differentiates analog from digitally generated work.
Photo showing: Ali Nikrang
Photo:
Denise Hirtenfelder
Credits:
What a ghost dreams of – h.o.
AI System: John Brumley
Surveillance Application: Hiroshi Chigira
Technical Direction: Hiroshi Chigira, John Brumley, Taizo Zushi
Art Direction, Concept: Hideaki Ogawa, John Brumley, Hiroshi
Chigira, Emiko Ogawa, Taizo Zushi
Eye Blinks Editing / Directing: Martina Sochor
Eye Blinks Cinematography: Jonatan Salgado Romero
Eye Blinks Model: Andressa Miyazato
Photography: Florian Voggeneder
Face Photo Booth: Ali Nikrang
This project utilizes the AI algorithm StyleGAN (Karras et al. 2018)
About h.o: www.howeb.org/about
ars.electronica.art/center/de/what-a-ghost-dreams-of/
GPT-2: Sprachfelder
Ars Electronica Futurelab: Florian Berger, Ali Nikrang
GPT-2 (Alec Radford et al. 2019)
Mahler-Unfinished
Orchestra: Bruckner Orchestra Linz, principal conductor: Markus Poschner
Artificial Intelligence: MuseNet by OpenAI, Christine M. Payne
Ars Electronica Futurelab: Ali Nikrang, Peter Freudling, Stefan Mittlböck, Roland Aigner
Live Visualizations: Akiko Nakayama
ars.electronica.art/futurelab/de/projects-mahler-unfinished/
Ricercar & Sounding Letters
Ali Nikrang
Un gruppo di alberi di montagna in Nevada, Gennaio 2004 - A group of mountain trees in Nevada, Jan. 2004
Neural Network
Vitreous tiles, wooden beads, ceramic beads, glass, piece of a computer motherboard
16" x 17"
This piece represents a minuscule fraction of neural networks of the brain. A piece of a computer motherboard serves as the external stimulus which combines with preexisting neural networks and neurotransmitters to make sense of life.
All experiences in life are about taking the systematic information and creating unified meaningful connections that define us who we are.
In this image, Duncan Rawlinson brilliantly blurs the lines between photography and modern AI-powered image generation tools to produce a visually captivating portrayal of OpenAI's ChatGPT.
Rawlinson starts with his signature photographic method, leveraging his prowess in capturing the nuances of his subjects. His choice of the Phase One XF IQ4 150MP Camera ensures an unmatched level of detail, a testament to his commitment to quality.
From this photographic foundation, Rawlinson skillfully transitions to the digital art realm. The AI's "head" and its complex neural network are not captured through the lens, but through the precise and calculated application of AI image generation tools. These tools allow him to visualize an abstract concept like a neural network, converting it into tangible lines and nodes, interweaving through the AI's head.
The creation process is thus a symbiotic dance between high-resolution photography and AI-driven digital art. Rawlinson marries the tactile realism of photography with the boundless possibilities of AI-powered graphic design. The result is a unique hybrid image, demonstrating how AI can be used as an artistic tool to bring abstract concepts to life.
By creating the image in his signature style, Rawlinson adds a layer of artistic interpretation to the AI's representation. He invites the viewer to appreciate not only the AI's intricate complexity but also the novel way in which traditional photography can be elevated by modern AI tools. This image stands as a testament to the intersection of art, technology, and human creativity.
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