My Essay “Machine Learning and Remix: Self-Training Selectivity in Digital Practice” has been published in the anthology Studies in the Arts, edited by Thomas Gartmann and Michaela Schäuble. The essay was initially written in 2019, and I am very happy to finally see the publication released. I thank the editors and peer reviewers for their generous feedback during the long peer review process. You can find a direct link to my essay as part of the publication’s website.
In this essay, I focus on the emerging role of machine learning as an integral part of the elements of selectivity and remix in art and music. I first discuss how selectivity forms part of communication, to then consider its increasing importance in creativity. I then evaluate how machine learning is implemented by artists for the production of works in ways that revisit questions of authorship as an individual and collective practice in terms of metacreativity – a delegation of workmanship from humans to automation. In closing, emerging artificial intelligence’s agency is reflected upon as the paradigm of metacreativity continues to be established.
My book Art, Media Design, and Postproduction: Open Guidelines on Appropriation and Remix (Routledge 2018) is now available on hardback, paperback, and ebook. I want to thank the entire team at Routledge for making the publication process an energetic and positive experience. This book is the result of my long term engagement with remix in terms of theory and practice as both scholar and practitioner. Below is the backcover description along with reviews by Jay David Bolter, DJ Spooky, and David J. Gunkel. I give more specific thanks in the book to many people that helped me along the way. I hope the book will be of interest to everyone who finds remixing an important and vital form of creative expression for global communication. Photos documenting the moment I received my personal copies are available on my Twitter feed.
From the back cover:
Art, Media Design, and Postproduction: Open Guidelines on Appropriation and Remix offers a set of guidelines for art and design studio-based projects. The creative application of appropriation and remix are now common across creative disciplines due to the ongoing recycling and repurposing of content and form. Consequently basic elements which were previously exclusive to postproduction for editing image, sound and text, are now part of daily communication. This in turn pushes artists and designers to reconsider their creative methodologies.
Author Eduardo Navas divides his book into three parts: Media Production, Metaproduction, and Postproduction. The chapters that comprise the three parts each include an introduction, goals for guidelines of a studio-based project, which are complemented with an explanation of relevant history, as well as examples and case studies. Each set of guidelines is open-ended, enabling the reader to repurpose the instructional material according to their own methodologies and choice of medium. Navas also provides theoretical context to encourage critical reflection on the effects of remix in the production of art and design.
Art, Media Design, and Postproduction: Open Guidelines on Appropriation and Remix is the first book of guidelines to take into account the historical, theoretical, and practical context of remix as an interdisciplinary act. It is an essential read for those interested in remix studies and appropriation in art, design and media.
Reviews
“Art, Media Design, and Postproduction is the perfect synthesis of practice and theory. It provides sensible guidelines and engaging exercises in the aesthetics of remix and appropriation. It also offers a sophisticated framework for appreciating the history and theory of remix. An indispensable text for every theorist, artist, or designer interested in this key aspect of contemporary media culture.” -Jay David Bolter, Georgia Institute of Technology
“This collection of writings on the immensity of remixing, sampling, collage and the other recombinant arts is sly, fresh, and relentlessly engaging. It reaffirms the resiliency of the artistic imagination in an era of digital overload. Read it as a guide for the perennially optimistic in a very cynical and dark time.” -Paul D. Miller aka DJ Spooky
“In this ground-breaking book, Eduardo Navas puts Remix Theory to work, providing readers with a practical guide to thinking remix by doing remix. He expertly stages innovative engagements with content creation practices that are designed not just to be read but to be used and reused in new and revealing ways.” -David J. Gunkel, Northern Illinois University
The following is a transcript of an interview which took place in Bern, Switzerland on November 11, 2017. I want to thank Hannes Liechti and Theresa Beyer for their interest in asking me questions about remix.What follows is an excerpt. The complete interview can be accessed on Norient’s website
Key sentence 1/8 on Cultural Production from the Regenerative Culture Series by Eduardo Navas, 2016:
Cultural production has entered a stage in which archived digital material can potentially be used at will.
[Hannes Liechti]: Eduardo, just to start with: what is a remix?
[Eduardo Navas]: Remixes are specific forms of expression using pre-existing sources (sound, image, text) to develop work that may be considered derivative while also gaining autonomy.
[HL]: That means that remix is much more than the well known musical remix?
[EN]: The musical remix is a very direct and concrete form of the remix. Actually, it is the initial definition of the remix. But principles of remix had been at play in culture long before the musical remix and practices of sampling occured. As computers were introduced to the home, these principles became part of the vernacular of everyone’s lives.
[HL]: What’s the importance of sampling for culture?
[EN]: Sampling makes transparent what had been going on for many many decades, if not hundreds of years in terms of communication: we take ideas, even phrases and reposition and repurpose them in new forms. With sampling we had the ability to take an actual thing and reproduce it just as it was produced before. Sampling made evident that remixing is actually a thing we constantly do. In a way, sampling is a node of the world that allows us to keep track of creativity in ways that were not possible before.
[HL]: But what’s the difference between sampling and remixing then?
[EN]: Sampling makes a remix more efficient but it doesn’t lead necessarily to remixing. Sampling is more or less open-ended: we can use it for different things. Some art work could be developed based on samples but maybe it’s not necessarily a straightforward remix, although you would have those same principles at play once we start to realize how remixing works.
«Information is not knowledge». (Albert Einstein). Linkedin maps data visualization. Picture: Luc Legay/Flickr. (see Norient for context)
Regenerative Knowledge was written between June and October 2015. It was published on Norient in five parts between March and June 2016. I want to thank Thomas Burkhalter and Theresa Beyer for editing the essay and making it available on Norient’s academic journal. In this essay I update the definitions of remix with an emphasis on the regenerative remix. I argue that constant updating is becoming ubiquitous, which is much more evident a year after the essay was written. A short version titled “Im/material Regeneration” was published in print as part of Seismographic Sounds in 2015.
Cultural production has entered a stage in which archived digital material can potentially be used at will;[1] just like people combine words to create sentences (just like this sentence is written with a word-processing application), in contemporary times, people with the use of digital tools are able to create unique works made with splices of other pre-recorded materials, with the ubiquitous action of cut/copy & paste, and output them at an ever-increasing speed.[2] This is possible because what is digitally produced in art and music, for instance, once it becomes part of an archive, particularly a database, begins to function more like building blocks, optimized to be combined infinitely.[3] This state of affairs is actually at play in all areas of culture, and consequently is redefining the way we perceive the world and how we function as part of it. The implications of this in terms of how we think of creativity and its relation to the industry built around authorship are important to consider for a concrete understanding of the type of global culture we are becoming.
In what follows, I evaluate situations and social variables that are important for a critical reflection on how elements flow and are assembled according to diverse needs for expression of ideas and informational exchange. I begin by elaborating on what I previously defined as the regenerative remix,[4] which is specific to the time of networked media, to then relate it to speech in terms of sound and textual communication. I then provide examples that make evident the future trends already manifested in our times. Because digital media consists in large part in optimizing the manipulation of experience-based material that before mechanical reproduction went unrecorded, the aim of this analysis, in effect, is to evaluate how ephemerality is redefined when image, sound, and text are digitally produced and reproduced, and efficiently archived in databases in order to be used for diverse purposes. In other words, what happens when what in the past was only ephemeral is turned into an immaterial exchangeable element, and most often than not some type of commodity? To begin in what follows I analyze how the regenerative remix functions as a type of bridge to a future in which constant updates and pervasive connectivity will become ubiquitous in all aspects of life.
[1] This is a reasonable proposition as long as the person has access to the material. Some archives are evidently password protected. The person has to be also in a position to exert such an act, and this is linked to economics and class that define the person’s reality. I am not able to go into this issue in this text as its focus is on how sampling is functioning in terms of regeneration.
[2] This is already evident in the fact that the time it takes to produce just about any cultural apparatus has been shortened exponentially since the industrial revolution. Futurist Alvin Toffler makes a case with his term “The 800th Lifetime.” The much criticized Ray Kurzweil, who currently is affiliated with Google, also makes a case for exponential growth, arguing that Moore’s Law will be superseded in 2020, and we will enter a new paradigm of innovation. See, Alvin Toffler, “The 800th Lifetime,” Future Shock (New York: Bantam Books, 1970), 9-10. Ray Kurtzweil, “Ray Kurzweil Announced Singularity University,” Ted Talks, Last updated February 2009: https://www.ted.com/talks/ray_kurzweil_announces_singularity_university#t-188322.
[3] My use of the term “building blocks” is influenced by the work of Manuel De Landa, who discusses language in relation to biology and geology. I refer to his work throughout this essay. See Manuel De Landa“Linguistic History: 1000 – 1700 A.D.,” A Thousand Years of Nonlinear History (New York: Zone Books, 1997), 183 – 190.
[4] Eduardo Navas, “Remix[ing] Theory,” Remix Theory: The Aesthetics of Sampling (New York: Springer, 2012), 101-108.
Image: Joelle Dietrick and Owen Mundy, “Grid Sequence Me and The Sea is a Smooth Space,” 2013, Three Channel Projection Dimensions variable, Flashpoint Gallery, Washington D.C., Photographs by Brandon Webster
The following essay was published in Joelle Dietrick’s and Owen Mundy’s art catalog survey of their ongoing art collaboration titled Packet Switching, published at the end of 2014. A PDF of the actual catalog is available for download. I want to thank Joelle and Owen for inviting me to write about their work, which, as the essay should make evident, I consider an important contribution to contemporary media art practice.
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Joelle Dietrick’s and Owen Mundy’s ongoing body of work titled Packet Switching focuses on the relation among information exchange, architecture, and social issues. They examine and appropriate the action of data transfer across networks to show the major implications that these three cultural elements have at large. Packet Switching, in technical terms, is straight-forward; it is designed to be practical, to transfer information over a network, broken into small pieces at point A then to be sent to point B, where it is put back together. Each packet does not necessarily take the same route, and may even go through different cities around the world before it gets to its final destination. The technology that makes this possible was first introduced as a strategic tactic by the U.S. Government to win The Cold War.
Throughout the 1950s and 60s the relation between the military and research universities was the foundation of our contemporary networked culture.[1] Packet switching was used to send information from and to various centers across the United States. Such a decentralized system of intelligence was developed in case of a Soviet Attack. The network used for this information exchange eventually became the foundation of the Internet.[2] It is evident that delivering information from point A to point B was politically motivated, and in this sense its cultural implementation was pre-defined by the struggle for global power.
I just received in the mail a hardbound copy of The Routledge Companion to Remix Studies. It’s been such a long process. Editing 41 chapters has been quite an endeavor, but a good one. I would like to thank my co-editors, xtine Burrough and Owen Gallagher, who are just amazing collaborators. This book could not have been published on time had it not been for our mutual diligence in meeting deadlines. I also want to thank the contributors who were just amazing during the long editing process (for a full list of authors see the dedicated site for the book: Remix Studies).
I really hope that researchers, academics and remixers find the anthology worth perusing.
We have now turned in the manuscript of The Routledge Companion to Remix Studies, and can release the Table of Contents. The reader is due for release around December 14, 2014. The TOC is below:
Part I: History
1. “Remix and the Dialogic Engine of Culture: A Model for Generative Combinatoriality” Martin Irvine
2. “A Rhetoric of Remix” Scott H. Church
3. “Good Artists Copy; Great Artists Steal: Reflections on Cut-Copy-Paste Culture” Stefan Sonvilla-Weiss
4. “Toward a Remix Culture: An Existential Perspective” Vito Campanelli
5. “An Oral History of Sampling: From Turntables to Mashups” Kembrew McLeod
6. “Can I Borrow Your Proper Name? Remixing Signatures and the Contemporary Author” Cicero da Silva
7. The Extended Remix: Rhetoric and history Margie Borschke
8. “Culture and Remix: A Theory on Cultural Sublation” Eduardo Navas
Part II: Aesthetics
9. “Remix Strategies in Social Media” Lev Manovich
10. “Remixing Movies and Trailers Before and After the Digital Age” Nicola Maria Dusi
11. “Remixing the Plague of Images: Video Art from Latin America in a Transnational Context” Erandy Vergara
12. “Race & Remix: The Aesthetics of Race in the Visual & Performing Arts” Tashima Thomas
13. “Digital Poetics and Remix Culture: From the Artisanal Image to the Immaterial Image” Monica Tavares
14. “The End of an Aura: Nostalgia, Memory, and the Haunting of Hip-hop” Roy Christopher
15. “Appropriation is Activism” Byron Russell
Part III: Ethics
16. “The Emerging Ethics of Networked Culture” Aram Sinnreich
17. “The Panopticon of Ethical Video Remix Practice” Mette Birk
18. “Cutting Scholarship Together/Apart: Rethinking the Political-Economy of Scholarly Book Publishing” Janneke Adema
19. “Copyright and Fair Use in Remix: From Alarmism to Action” Patricia Aufderheide
20. “I Thought I Made A Vid, But Then You Told Me That I Didn’t: Aesthetics and Boundary Work in the Fan Vidding Community” Katharina Freund
21. “Peeling The Layers of the Onion: Authorship in Mashup and Remix Cultures” John Logie
22. “remixthecontext (a theoretical fiction)” Mark Amerika
Part IV: Politics
23. “A Capital Remix” Rachel O’Dwyer
24. “Remix Practices and Activism: A Semiotic Analysis of Creative Dissent” Paolo Peverini
25. “Political Remix Video as a Vernacular Discourse” Olivia Conti
26. “Locative Media as Remix” Conor McGarrigle
27. “The Politics of John Lennon’s “Imagine”: Contextualizing the Roles of Mashups and New Media in Political Protest” J. Meryl Krieger
28. “Détournement as a Premise of the Remix from Political, Aesthetic, and Technical Perspectives” Nadine Wanono
29. “The New Polymath (Remixing Knowledge)” Rachel Falconer
Part V: Practice
30. “Crises of Meaning in Communities of Creative Appropriation: A Case Study of the 2010 RE/Mixed Media Festival” Tom Tenney
31. “Of ‘REAPPROPRIATIONS'” Gustavo Romano
32. “Aesthetics of Remix: Networked Interactive Objects and Interface Design” Jonah Brucker-Cohen
33. “Reflections on the Amen Break: A Continued History, an Unsettled Ethics” Nate Harrison
34. “Going Crazy with Remix: A Classroom Study by Practice via Lenz v. Universal” xtine burrough and Dr. Emily Erickson
35. “A Remix Artist and Advocate” Desiree D’Alessandro
36. “Occupy / Band Aid Mashup: ‘Do They Know It’s Christmas?'” Owen Gallagher
37. “Remixing the Remix” Elisa Kreisinger
38. “A Fair(y) Use Tale” Eric Faden
39. “An Aesthetics of Deception in Political Remix Video” Diran Lyons
40. “Radical Remix: Manifestoon” Jesse Drew
41. “In Two Minds” Kevin Atherton
Above: “Pump Up the Volume – Part 1, The History of House Music”, included in the resource selections below.
List of online resources and music selection for week 4 of Hip-Hop to Dubstep, taught during the summer of 2013 at The New School’s Media Studies, Department of Communication. I will be releasing brief notes based on my class lectures in the near future. If interested in looking at the actual class webpage with all the weekly selections at once, feel free to peruse this link: http://navasse.net/NS/NCOM3039A/. My notes will not be available on the class webpage, only on each corresponding entry here on Remix Theory. Please note that links may become broken. If and when this happens, the best thing to do is to search for the source by name. And do let me know if anything is broken and I will look into it.
The Salsoul Orchestra. “Ooh, I Love It (Love Break)”. 12″ Original Remix Shep Pettibone. (1982) http://www.youtube.com/watch?v=HkDmbJegNpw Short version (break mix): http://www.youtube.com/watch?v=ynSP04nUThk (Note that in the above mixes you can already hear the drum arrangement that Frankie Bones would come to perfect with drum machines.)
On The House – “Move Your Body” (1986) http://www.youtube.com/watch?v=enyh56-Q_Cs (First record to use a piano in house music. Became a house anthem because it uses the word “house” in the lyrics)
Jungle Brothers – “I’ll House You” (1989) http://www.youtube.com/watch?v=AFGhQSiGHWM (The above crosses over to what came to be called “hip-house.” Some house purists did not like rap combined with house. Often times only the dub or instrumental versions of this record was remixed on the dancefloor.) One of various intrumental versions that were released:
“Richie Rich Instrumental” http://www.youtube.com/watch?v=K0k1qLGVjsM
Inner City – “The Good Life” (1988) http://www.youtube.com/watch?v=iUwfOOdg4eE Inner City – “Big Fun” (1988) http://www.youtube.com/watch?v=omfiVkkJ1OU Inner City is a crossover act, and is not necessarily considered a techno group, even though Kevin Saunderson is one of the three founders of Techno in Detroit. The songs by Inner City were also mixed with Freestyle and some Electro-Funk, depending on the club.
Joey Beltram – “Energy Flash” (1990) http://www.youtube.com/watch?v=ALsHox5sYCk Considered a pivotal track in defining the sound of techno particulary in Europe. It is one of the compositions that also opened the door for the aesthetics of trance. Beltram considered his composition to be part of house music, but it eventually became labeled as techno in Europe for selling purposes.
Note: This text was written for the peer review Journal AnthroVision 1.1 | 2012 : First issue. It was published in September of 2012. It is released here with permission from the editors. A special thanks to Nadine Wanono and the peer reviewers for all their support in the process of revising and publishing the text.This essay is the first formal release of my post-doc research for The Department of Information Science and Media Studies at The University of Bergen, Norway in collaboration with The Software Studies Lab at Calit2, University of California, San Diego during the period of 2010-2012. I will be releasing more of my research in the near future. For now, you may also look over related material, available under Projects.
For proper text citation use:
Référence électronique
Eduardo Navas, « Modular Complexity and Remix: The Collapse of Time and Space into Search », Anthrovision [En ligne], 1.1 | 2012, mis en ligne le 01 septembre 2012, consulté le 15 mars 2013. URL : http://lodel.revues.org/10/anthrovision/324
Download and read the complete article: DownLoad PDF
Excerpt:
If postmodernity consisted of the collapse of time into space, then the time of globalization at the beginning of the twenty-first century consists of the collapse of time and space into search. Culture has entered a stage in which time and space are redefined by modular access to knowledge in unprecedented fashion with the use of search engines. Search redefines the way people come to terms with historical developments that are constantly recycled and remixed with the use of new media technology. A search is usually performed with engines such as Google and Bing; technology that is founded on research that brings together private and public interests.
This text is a reflection on the implications behind search algorithms that provide people with material that is relevant in correlation to a hierarchy of supposed importance that may reach great popularity, and perhaps even go viral (large circulation online) according to the use of key terms known as meta-data. This text is an evaluation of the aesthetics of search made possible because of what I call modular complexity; meaning, the ability to function within a system of modules that are autonomous but that also effectively inform and redefine each other.[1] This, in effect, leads to the collapse of time and space into search; meaning, if the postmodern gave way to a sense of historical dismissal, such attitude is fully at play in networked culture as ahistoricity. This shift, which informs emerging markets on the global network, repurposes interdisciplinary methodologies across fields of research in the social sciences as well as the humanities.
[1] I first introduce the concept of Modular Complexity in the Essay “Remix: The Ethics of Modular Complexity in Sustainability,” written for CSPA Journal’s Spring 2010 issue. See: https://remixtheory.net/?p=461
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Calit2 has made available the panel discussion for the exhibition I curated, Three Junctures of Remix. Artists part of the panel include, in order of appearance, Giselle Beiguelman, Elisa Kreisinger, Mark Amerika, and Arcangel Constanini. The discussion ends with a 10 minute performance by Constanini with his own musical object named Phonotube.
