Negative optics in vision machines

Can machine vision step beyond the ocularcentric metaphysics of the Western gaze and the reproduction of racial capital? Paul Virilio argued that machine vision requires no perceptual response or recognition of the world. The computer’s series of coded impulses mediate the real autonomously from phy...

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Veröffentlicht in:AI & society Jg. 36; H. 4; S. 1281 - 1293
1. Verfasser: Parisi, Luciana
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Springer London 01.12.2021
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Abstract Can machine vision step beyond the ocularcentric metaphysics of the Western gaze and the reproduction of racial capital? Paul Virilio argued that machine vision requires no perceptual response or recognition of the world. The computer’s series of coded impulses mediate the real autonomously from physical and energetic analogies. This article calls “negative optics” this inhuman mode of machine vision that withdraws from the ocularcentric rules of transparency. Not only negative optics offers an internal critique of ocular metaphysics, but it also defies the equation of value between 0 and 1 s that sustains the universal law of capital. The equation of value needs the nullification of the racialized and gendered body to meet the function of surrogate machines feeding the neo-liberal human subject. Here, however, the negative optics of machine vision withdraws matter from the equation insofar as the AI mismatches of concepts and objects requires the formation of socio-technical assemblages amongst surrogates of all kinds. The intricacies of this surrogacy are discussed in connection to artist Elisa Giardina’s video installation entitled, The Cleaning of Emotional Data (2019). This video presents the background to address a surrogate human–machine alliance that steps beyond the human–machine equation of value. By starting from the negativity of the image, the racialized and gendered conditions of techno-social labor under artificial intelligence capitalism show that the equation of value maintains the condition of the zero of blackness, which like matter without form, has no value (On matter beyond the equation of value 2017). Drawing on François Laruelle, the article continues to elaborate the possibilities of a material image without form in terms of what Laruelle calls, the “fractal algorithm of the photo ”. The article concludes that the negative optics of machine vision stands for the alien origination of knowledge, values, materialities that overturn the equation of value through the fractal infinities of 0 s.
AbstractList Can machine vision step beyond the ocularcentric metaphysics of the Western gaze and the reproduction of racial capital? Paul Virilio argued that machine vision requires no perceptual response or recognition of the world. The computer’s series of coded impulses mediate the real autonomously from physical and energetic analogies. This article calls “negative optics” this inhuman mode of machine vision that withdraws from the ocularcentric rules of transparency. Not only negative optics offers an internal critique of ocular metaphysics, but it also defies the equation of value between 0 and 1 s that sustains the universal law of capital. The equation of value needs the nullification of the racialized and gendered body to meet the function of surrogate machines feeding the neo-liberal human subject. Here, however, the negative optics of machine vision withdraws matter from the equation insofar as the AI mismatches of concepts and objects requires the formation of socio-technical assemblages amongst surrogates of all kinds. The intricacies of this surrogacy are discussed in connection to artist Elisa Giardina’s video installation entitled, The Cleaning of Emotional Data (2019). This video presents the background to address a surrogate human–machine alliance that steps beyond the human–machine equation of value. By starting from the negativity of the image, the racialized and gendered conditions of techno-social labor under artificial intelligence capitalism show that the equation of value maintains the condition of the zero of blackness, which like matter without form, has no value (On matter beyond the equation of value 2017). Drawing on François Laruelle, the article continues to elaborate the possibilities of a material image without form in terms of what Laruelle calls, the “fractal algorithm of the photo ”. The article concludes that the negative optics of machine vision stands for the alien origination of knowledge, values, materialities that overturn the equation of value through the fractal infinities of 0 s.
Can machine vision step beyond the ocularcentric metaphysics of the Western gaze and the reproduction of racial capital? Paul Virilio argued that machine vision requires no perceptual response or recognition of the world. The computer's series of coded impulses mediate the real autonomously from physical and energetic analogies. This article calls "negative optics" this inhuman mode of machine vision that withdraws from the ocularcentric rules of transparency. Not only negative optics offers an internal critique of ocular metaphysics, but it also defies the equation of value between 0 and 1 s that sustains the universal law of capital. The equation of value needs the nullification of the racialized and gendered body to meet the function of surrogate machines feeding the neo-liberal human subject. Here, however, the negative optics of machine vision withdraws matter from the equation insofar as the AI mismatches of concepts and objects requires the formation of socio-technical assemblages amongst surrogates of all kinds. The intricacies of this surrogacy are discussed in connection to artist Elisa Giardina's video installation entitled, The Cleaning of Emotional Data (2019). This video presents the background to address a surrogate human-machine alliance that steps beyond the human-machine equation of value. By starting from the negativity of the image, the racialized and gendered conditions of techno-social labor under artificial intelligence capitalism show that the equation of value maintains the condition of the zero of blackness, which like matter without form, has no value (On matter beyond the equation of value 2017). Drawing on François Laruelle, the article continues to elaborate the possibilities of a material image without form in terms of what Laruelle calls, the "fractal algorithm of the photo". The article concludes that the negative optics of machine vision stands for the alien origination of knowledge, values, materialities that overturn the equation of value through the fractal infinities of 0 s.
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Cites_doi 10.1215/9781478004455
10.5749/minnesota/9780816692125.001.0001
10.2307/j.ctv11cw8zh
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Issue 4
Keywords Blackness
Non-photography
Negative optics
The equation of value
Generative adversarial networks
Surrogacy
Matter without form
Auto-imagining
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VirilioPThe vision machine1994Bloomington, INIndiana University Press
N Atanasoski (1096_CR1) 2019
L Lowe (1096_CR8) 2015
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References_xml – reference: Laruelle F (2013) The transcendental computer: a non-philosophical utopia. Trans. Taylor Adkins and Chris Eby, Speculative Heresy, August 26. https://speculativeheresy.wordpress.com/2013/08/26/translation-of-laruelles-the-transcendentalcomputer-a-non-philosophical-utopia/.
– reference: LoweLThe intimacies of four continents2015Durham, NCDuke University Press10.2307/j.ctv11cw8zh
– reference: GallowayARLaruelle: against the digital2014MinneapolisUniversity of Minnesota Press10.5749/minnesota/9780816692125.001.0001
– reference: LaruelleFThe concept of non-photography2010FalmouthUrbanomic
– reference: Hinton G et al (2017) Dynamic routing between capsule. In: 31st conference on neural information processing systems, NIPS 2017, Long Beach, CA. https://arxiv.org/abs/1710.09829. Accessed 22 Apr 2020
– reference: Steyerl H (2015) A sea of data: apophenia and pattern (mis-)recognition. e-flux. April. https://www.e-flux.com/journal/72/60480/a-sea-of-data-apophenia-and-pattern-mis-recognition/
– reference: Ferreira da Silva D (2017) “1 (life) ÷ 0 (blackness) = ∞ − ∞ or ∞ / ∞: On Matter Beyond the Equation of Value.” e-flux 79, February. https://www.e-flux.com/journal/79/94686/1-life-0-blackness-or-on-matter-beyond-the-equation-of-value/
– reference: Giardina E (2019) The cleaning of emotional data. Aksioma—Institute for Contemporary Art, Ljubljana. https://aksioma.org/cleaning.emotional.data/
– reference: Paglen T (2016) Invisible images (your pictures are looking at you). The new enquiry. December. https://thenewinquiry.com/invisible-images-your-pictures-are-looking-at-you/
– reference: VirilioPThe vision machine1994Bloomington, INIndiana University Press
– reference: AtanasoskiNVoraKSurrogate humanity. Race, Robots and technological futures (perverse modernities: a series edited by Jack Halberstam and Lisa Lowe)2019Durham and LondonDuke University Press10.1215/9781478004455
– reference: Paglen T (2014) The operational image, e-flux. November. https://www.e-flux.com/journal/59/61130/operational-images/
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SubjectTerms Algorithms
Artificial Intelligence
Computer Science
Control
Engineering Economics
Fractals
Logistics
Machine vision
Marketing
Mechatronics
Methodology of the Social Sciences
Optics
Organization
Original Article
Performing Arts
Robotics
Vision systems
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Title Negative optics in vision machines
URI https://link.springer.com/article/10.1007/s00146-020-01096-7
https://www.proquest.com/docview/2610243048
Volume 36
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