Of all the buzzy 21st-century tech phrases, “machine learning” threatens to be the most important. Programming computers is slow, but we’re nearing the point where humans give the bots parameters and let them teach themselves.

You have full access to this article via your institution. An artificial intelligence (AI) system based on Google DeepMind’s AlphaZero AI created algorithms that, when translated into the standard programming language C++, can sort data up to three times as fast as human-generated versions.

This write-up re-introduces the concept of entropy from different perspectives with a focus on its importance in machine learning, probabilistic programming, and information theory.

This write-up re-introduces the concept of entropy from different perspectives with a focus on its importance in machine learning, probabilistic programming, and information theory.

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So this neural network is called Jukebox, by OpenAI, which basically generates songs that don't exist. Also bonus AI upscaled gifs of Rick Astley, which definitely doesn't make him look like Satan spawn.

Never Gonna Give You Up (AI Versions): https://jukebox.openai.com/?song=787729588 https://jukebox.openai.com/?song=787732303 https://jukebox.openai.com/?song=787735267 https://jukebox.openai.com/?song=787733749 https://jukebox.openai.com/?song=787730953

[Blog] https://openai.com/blog/jukebox/ [Sample Explorer] https://jukebox.openai.com/ [Source Code] https://github.com/openai/jukebox/ (You can generate your own songs, but you need a pretty beefy computer, some programming knowledge, and a lot of time and patience) [AI Upscaler] https://topazlabs.com/gigapixel-ai/ (There's a 30-day trial if you don't feel like paying for it)

Wow, this is the most views I've gotten on a video, like, ever. It even surpasses videos on my other channel.

[PLEASE READ THE CHANNEL DESCRIPTION]

Explanation: I'm an academic researching glitches in videogames, and what fascinates me most is how glitches—often ones discovered by speedrunners, though not always ones that speed up runs—completely destroy the stories the games are trying to tell. Characters get chopped and changed, plot sequences get broken, settings get demolished, even space and time get bent around the exploits and accidents of the game's programming going wrong. Some examples: 1) Using the FF6 "airship glitch", you can break sequence to do things like moving from the World of Ruin back to the World of Balance, making Terra become her own father, or taking General Leo to visit his own grave. 2) In the Pokemon Reverse Badge Order runs, the player essentially warps space and time to pull the various gym leaders to him, beat them soundly, and then dismiss them again. That's no longer the story of a young hero on a personal-development quest, it's now about a young god screwing with people. 3) Stretching the definition of glitch a bit, but I think definitely not something intended by the developers: the Any% for Two Worlds where the main villain is killed within the game's first two minutes by aggro'ed townsfolk and the game takes that as its cue to end. Glad to clarify further but that should give the general gist of it. I'd love to know your own favorite examples of stories getting broken. (And if I end up using it anywhere in the book or articles I'm writing, I'll be sure to cite you there.) submitted by /u/epikt to r/speedrun [link] [comments]

Of all the buzzy 21st-century tech phrases, “machine learning” threatens to be the most important. Programming computers is slow, but we’re nearing the point where humans give the bots parameters and let them teach themselves.

Samia Halaby is a world renowned painter who purchased a Commodore Amiga 1000 in 1985 at the tender age of 50 years old. She taught herself the BASIC and C programming languages to create "kinetic paintings" with the Amiga and has been using the Amiga ever since. Samia has exhibited in prestigious venues such as The Guggenheim Museum, The British Museum, Lincoln Center, The Chicago Institute of Art, Arab World Institute, Mathaf: Arab Museum of Modern Art, Sakakini Art Center, and Ayyam Gallery just to name a few. Subscribe to TheGuruMeditation ► https://www.youtube.com/channel/UCYt9E2d_GCrPzquW-5MZwmQ?sub_confirmation=1 TheGuruMeditation ► https://www.TheGuruMeditation.org Video by Bill Winters http://billwinters.net Music by J.M.D. https://jmdamigamusic.bandcamp.com This music will be the score to an upcoming Commodore Amiga game called R3D. Please support them on Patreon https://www.patreon.com/user?u=3166416

This course examines the history, theory, and practice of making art on the web. Beginning with early examples of systems theory, we will trace the utopian ideals of the web’s origin to the commercial and social complexity of the net today.

Abstract Algorithms are at the core of the computational logic. Formalism and axiomatics have also determined how the shortest algorithmic set or program deploys the most elegant form. This equivalence between axiomatics and beauty however hides a profound ontological ground based on order, rationality and cognition. However, this paper suggests that the pervasion of ubiquitous media and in particular of software agencies (from page ranking software to software for urban design) point to the formation of a new computational aesthetics defined by prehending algorithms. The paper will argue that this new mode of prehension defies the ontological ground of order and cognition revealing that randomness (or non-compressible data) is at the core of computation. The paper will draw on Alfred N. Whitehead’s notion of actual objects and Gregory Chaitin’s theory of the uncomputable to suggest that algorithms need to be understood in terms of ecology of prehensions. This understanding implies a notion of computational aesthetics defined by the chaotic architecture of data hosted by our programming culture. Luciana Parisi is a Senior Lecturer in Interactive Media at the Centre for Cultural Studies at Goldsmiths, University of London. She is author of Abstract Sex. Philosophy, Bio-Technology and the Mutations of Desire (London/New York 2004) and a progressive thinker in the emerging field of mediaecology and technoecology. Her research looks at the asymmetric relationship between science and philosophy, aesthetics and culture, technology and politics to investigate potential conditions for ontological and epistemological change. Her work on cybernetics and information theories, evolutionary theories, genetic coding and viral transmission has informed her analysis of culture and politics, the critique of capitalism, power and control. She has published articles about the relation between cybernetic machines, memory and perception in the context of a non-phenomenological critique of computational media and in relation to emerging strategies of branding and marketing. Her interest in interactive media has also led her research to engage more closely with computation, cognition, and algorithmic aesthetics. She is currently writing on architectural modeling and completing a monograph: Contagious Architecture. Computation, Aesthetics and the Control of Space (MIT Press, forthcoming).Cast: bkmTags: Media Science, Media, bkm, Bochumer Kolloquium Medienwissen, Computational Aesthetics, Algorithmic Environments, Luciana Parisi, Media Ecology and Ruhr-Universität Bochum

This was the paper I delivered at The Theorizing the Web Conference, New York, 18th April 2015. This video of the paper begins part way in, and misses out some important stuff. I urge you to watch the other, superb, papers on my panel by Natalie Kane, Solon Barocas, and Nick Seaver. A better video is forthcoming. I posted this up partly in response to this post at Wired about the UK election, Facebook’s echo-chamber effect, and other implications well worth reading into.

Data churning algorithms are integral to our social and economic networks. Rather than replace humans these programs are built to work with us, allowing the distinct strengths of human and computational intelligences to coalesce. As we are submerged into the era of ‘big data’, these systems have become more and more common, concentrating every terrabyte of raw data into meaningful arrangements more easily digestible by high-level human reasoning. A company calling themselves ‘Narrative Science’, based in Chicago, have established a profitable business model based on this relationship. Their slogan, ‘Tell the Stories Hidden in Your Data’, [1] is aimed at companies drowning in spreadsheets of cold information: a promise that Narrative Science can ‘humanise’ their databases with very little human input. Kristian Hammond, Chief Technology Officer of the company, claims that within 15 years over 90% of all news stories will also be written by algorithms. [2] But rather than replacing the jobs that human journalists now undertake, Hammond claims the vast majority of their ‘robonews’ output will report on data currently not covered by traditional news outlets. One family-friendly example of this is the coverage of little-league baseball games. Very few news organisations have the resources, or desire, to hire a swathe of human journalists to write-up every little-league game. Instead, Narrative Science offer leagues, parents and their children a miniature summary of each game gleaned from match statistics uploaded by diligent little league attendees, and then written up by Narrative Science in a variety of journalistic styles. In their book ‘Big Data’ from 2013, Oxford University Professor of internet governance Viktor Mayer-Schönberger, and  ‘data editor’ of The Economist, Kenneth Cukier, tell us excitedly about another data aggregation company, Prismatic, who: …rank content from the web on the basis of text analysis, user preferences, social network-popularity, and big-data analysis. [3] According to Mayer- Schönberger and Cukier this makes Prismatic able ‘to tell the world what it ought to pay attention to better than the editors of the New York Times’. [4] A situation, Steven Poole reminds us, we can little argue with so long as we agree that popularity underlies everything that is culturally valuable. Data is now the lifeblood of technocapitalism. A vast endless influx of information flowing in from the growing universe of networked and internet connected devices. As many of the papers at Theorizing the Web attest, our environment is more and more founded by systems whose job it is to mediate our relationship with this data. Technocapitalism still appears to respond to Jean Francois Lyotard’s formulation of Postmodernity: that whether something is true has less relevance, than whether it is useful. In 1973 Jean Francois Lyotard described the Postmodern Condition as a change in “the status of knowledge” brought about by new forms of techno-scienctific and techno-economic organisation. If a student could be taught effectively by a machine, rather than by another human, then the most important thing we could give the next generation was what he called, “elementary training in informatics and telematics.” In other words, as long as our students are computer literate “pedagogy would not necessarily suffer”. [5] The next passage – where Lyotard marks the Postmodern turn from the true to the useful – became one of the book’s most widely quoted, and it is worth repeating here at some length:

It is only in the context of the grand narratives of legitimation – the life of the spirit and/or the emancipation of humanity – that the partial replacement of teachers by machines may seem inadequate or even intolerable. But it is probable that these narratives are already no longer the principal driving force behind interest in acquiring knowledge. [6] Here, I want to pause to set in play at least three elements from Lyotard’s text that colour this paper. Firstly, the historical confluence between technocapitalism and the era now considered ‘postmodern’. Secondly, the association of ‘the grand-narrative’ with modern, and pre-modern conditions of knowledge. And thirdly, the idea that the relationship between the human and the machine – or computer, or software – is generally one-sided: i.e. we may shy away from the idea of leaving the responsibility of our children’s education to a machine, but Lyotard’s position presumes that since the machine was created and programmed by humans, it will therefore necessarily be understandable and thus controllable, by humans. Today, Lyotard’s vision of an informatically literate populous has more or less come true. Of course we do not completely understand the intimate workings of all our devices or the software that runs them, but the majority of the world population has some form of regular relationship with systems simulated on silicon. And as Lyotard himself made clear, the uptake of technocapitalism, and therefore the devices and systems it propagates, is piece-meal and difficult to predict or trace. At the same time Google’s fleet of self-driving motor vehicles are let-loose on Californian state highways, in parts of sub-Saharan Africa models of mobile-phones designed 10 or more years ago are allowing farming communities to aggregate their produce into quantities with greater potential to make profit on a world market. As Brian Massumi remarks, network technology allows us the possibility of “bringing to full expression a prehistory of the human”, a “worlding of the human” that marks the “becoming-planetary” of the body itself. [7] This “worlding of the human” represents what Edmund Berger argues is the death of the Postmodern condition itself: [T]he largest bankruptcy of Postmodernism is that the grand narrative of human mastery over the cosmos was never unmoored and knocked from its pulpit. Instead of making the locus of this mastery large aggregates of individuals and institutions – class formations, the state, religion, etc. – it simply has shifted the discourse towards the individual his or herself, promising them a modular dreamworld for their participation… [8] Algorithmic narratives appear to continue this trend. They are piece-meal, tending to feedback user’s dreams, wants and desires, through carefully aggregated, designed, packaged Narratives for individual ‘use’. A world not of increasing connectivity and understanding between entities, but a network worlded to each individual’s data-shadow. This situation is reminiscent of the problem pointed out by Eli Pariser of the ‘filter bubble’, or the ‘you loop’, a prevalent outcome of social media platforms tweaked and personalised by algorithms to echo at the user exactly the kind of thing they want to hear. As algorithms develop in complexity the stories they tell us about the vast sea of data will tend to become more and more enamoring, more and more palatable. Like some vast synthetic evolutionary experiment, those algorithms that devise narratives users dislike, will tend to be killed off in the feedback loop, in favour of other algorithms whose turn of phrase, or ability to stoke our egos, is more pronounced. For instance, Narrative Science’s early algorithms for creating little league narratives tended to focus on the victors of each game. What Narrative Science found is that parents were more interested in hearing about their own children, the tiny ups and downs that made the game significant to them. So the algorithms were tweaked in response. Again, to quote chief scientist Kris Hammond from Narrative Science: These are narratives generated by systems that understand data, that give us information to support the decisions we need to make about tomorrow. [9] Whilst we can program software to translate the informational nuances of a baseball game, or internet social trends, into human palatable narratives, larger social, economic and environmental events also tend to get pushed through an algorithmic meatgrinder to make them more palatable. The ‘tomorrow’ that Hammond claims his company can help us prepare for is one that, presumably, companies like Narrative Science and Prismatic will play an ever larger part in realising. In her recently published essay on Crisis and the Temporality of Networks, Wendy Chun reminds us of the difference between the user and the agent in the machinic assemblage: Celebrations of an all powerful user/agent – ‘you’ as the network, ‘you’ as the producer- counteract concerns over code as law as police by positing ‘you’ as the sovereign subject, ‘you’ as the decider. An agent however, is one who does the  actual labor, hence agent is one who acts on behalf of another. On networks, the agent would seem to be technology, rather than the users or programmers who authorize actions through their commands and clicks. [10] In order to unpack Wendy Chun’s proposition here we need only look at two of the most powerful, and impactful algorithms from the last ten years of the web. Firstly, Amazon’s recommendation system, which I assume you have all interacted with at some point. And secondly, Facebook’s news feed algorithm, that ranks and sorts posts on your personalised stream. Both these algorithms rely on a community of user interactions to establish a hierarchy of products, or posts, based on popularity. Both these algorithms also function in response to user’s past activity, and both, of course, have been tweaked and altered over time by the design and programming teams of the respective companies. As we are all no doubt aware, one of the most significant driving principles behind these extraordinarily successful pieces of code is capitalism itself. The drive for profit, and the relationship that has on distinguishing between a successful or failing company, service or product. Wendy Chun’s reminder that those that carry out an action, that program and click, are not the agents here should give use solace. We are positioned as sovereign subjects over our data, because that idea is beneficial to the propagation of the ‘product’. Whether we are told how well our child has done at baseball, or what particular kinds of news stories we might like, personally, to read right now, it is to the benefit of technocapitalism that those narratives are positive, palatable and uncompromising. However the aggregation and dissemination of big data effects our lives over the coming years, the likelihood is that at the surface – on our screens, and ubiquitous handheld devices – everything will seem rosey, comfortable, and suited to the ‘needs’ and ‘use’ of each sovereign subject.

TtW15 #A7 @npseaver @nd_kane @s010n @smwat pic.twitter.com/BjJndzaLz1

— Daniel Rourke (@therourke) April 17, 2015

So to finish I just want to gesture towards a much much bigger debate that I think we need to have about big data, technocapitalism and its algorithmic agents. To do this I just want to read a short paragraph which, as far as I know, was not written by an algorithm: Surface temperature is projected to rise over the 21st century under all assessed emission scenarios. It is very likely that heat waves will occur more often and last longer, and that extreme precipitation events will become more intense and frequent in many regions. The ocean will continue to warm and acidify, and global mean sea level to rise. [11] This is from a document entitled ‘Synthesis Report for Policy Makers’ drafted by The Intergovernmental Panel on Climate Change – another organisation who rely on a transnational network of computers, sensors, and programs capable of modeling atmospheric, chemical and wider environmental processes to collate data on human environmental impact. Ironically then, perhaps the most significant tool we have to understand the world, at present, is big data. Never before has humankind had so much information to help us make decisions, and help us enact changes on our world, our society, and our selves. But the problem is that some of the stories big data has to tell us are too big to be narrated, they are just too big to be palatable. To quote Edmund Berger again: For these reasons we can say that the proper end of postmodernism comes in the gradual realization of the Anthropocene: it promises the death of the narrative of human mastery, while erecting an even grander narrative. If modernism was about victory of human history, and postmodernism was the end of history, the Anthropocene means that we are no longer in a “historical age but also a geological one. Or better: we are no longer to think history as exclusively human…” [12] I would argue that the ‘grand narratives of legitimation’ Lyotard claimed we left behind in the move to Postmodernity will need to return in some way if we are to manage big data in a meaningful way. Crises such as catastrophic climate change will never be made palatable in the feedback between users, programmers and  technocapitalism. Instead, we need to revisit Lyotard’s distinction between the true and the useful. Rather than ask how we can make big data useful for us, we need to ask what grand story we want that data to tell us.   References [1] Source: www.narrativescience.com, accessed 15/10/14 [2] Steven Levy, “Can an Algorithm Write a Better News Story Than a Human Reporter?,” WIRED, April 24, 2012, http://www.wired.com/2012/04/can-an-algorithm-write-a-better-news-story-than-a-human-reporter/. [3] “Steven Poole – On Algorithms,” Aeon Magazine, accessed May 8, 2015, http://aeon.co/magazine/technology/steven-poole-can-algorithms-ever-take-over-from-humans/. [4] Ibid. [5] Jean-François Lyotard, The Postmodern Condition: A Report on Knowledge, Repr, Theory and History of Literature 10 (Manchester: Univ. Pr, 1992), 50. [6] Ibid., 51. [7] Brian Massumi, Parables for the Virtual: Movement, Affect, Sensation (Duke University Press, 2002), 128. [8] Edmund Berger, “The Anthropocene and the End of Postmodernism,” Synthetic Zero, n.d., http://syntheticzero.net/2015/04/01/the-anthropocene-and-the-end-of-postmodernism/. [9] Source: www.narrativescience.com, accessed 15/10/14 [10] Wendy Chun, “Crisis and the Temporality of Networks,” in The Nonhuman Turn, ed. Richard Grusin (Minneapolis: University of Minnesota Press, 2015), 154. [11] Rajendra K. Pachauri et al., “Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change,” 2014, http://epic.awi.de/37530/. [12] Berger, “The Anthropocene and the End of Postmodernism.”

In the lead-up to her solo show, institutions of Resolution Disputes [iRD], at Transfer Gallery, Brooklyn, I caught up with Rosa Menkman over two gallons of home-brewed coffee. We talked about what the show might become, discussing a series of alternate resolutions and realities that exist parallel to our daily modes of perception. iRD is open to visitors on Saturdays at Transfer Gallery until April 18th, and will also function as host to my and Morehshin Allahyari’s 3D Additivist Manifesto, on Thursday April 16th. Rosa Menkman: The upcoming exhibition at Transfer is an illustration of my practice based PhD research on resolutions. It will be called ‘institutions of Resolution Disputes’, in short iRD and will be about the liminal, alternative modes of data or information representation, that are obfuscated by technological conventions. The title is a bit wonky as I wish for it to reflect that kind of ambiguity that invokes curiosity. In any case, I always feel that every person, at least once in their grown-up life, wants to start an institution. There are a few of those moments in life, like “Now I am tired of the school system, I want to start my own school!”; and “Now I am ready to become an architect!”, so this is my dream after wanting to become an architect. Daniel Rourke: To establish your own institution?

RM: First of all, I am multiplexing the term institution here. ‘institutions’ and the whole setting of iRD does mimic a (white box) institute, however the iRD does not just stand for a formal organization that you can just walk into. The institutions also revisit a slightly more compound framework that hails from late 1970s, formulated by Joseph Goguen and Rod Burstall, who dealt with the growing complexities at stake when connecting different logical systems (such as databases and programming languages) within computer sciences. A main result of these non-logical institutions is that different logical systems can be ‘glued’ together at the ‘substrata levels’, the illogical frameworks through which computation also takes place. Secondly, while the term ’resolution’ generally simply refers to a standard (measurement) embedded in the technological domain, I believe that a resolution indeed functions as a settlement (solution), but at the same time exists as a space of compromise between different actors (languages, objects, materialities) who dispute their stakes (frame rate, number of pixels and colors, etc.), following rules (protocols) within the ever growing digital territories. So to answer your question; maybe in a way the iRD is sort of an anti-protological institute or institute for anti-utopic, obfuscated or dysfunctional resolutions. DR: It makes me think of Donna Haraway’s Manifesto for Cyborgs, and especially a line that has been echoing around my head recently:

“No objects, spaces, or bodies are sacred in themselves; any component can be interfaced with any other if the proper standard, the proper code, can be constructed for processing signals in a common language.”

By using the terms ‘obfuscation’ and ‘dysfunction’ you are invoking a will – perhaps on your part, but also on the part of the resolutions themselves – to be recognised. I love that gesture. I can hear the objects in iRD speaking out; making themselves heard, perhaps for the first time. In The 3D Additivist Manifesto we set out to imagine what the existence of Haraway’s ‘common language’ might mean for the unrealised, “the powerless to be born.” Can I take it that your institute has a similar aim in mind? A place for the ‘otherwise’ to be empowered, or at least to be recognised?

RM: The iRD indeed kind of functions as a stage for non-protocological resolutions, or radical digital materialism. I always feel like I should say here, that generally, I am not against function or efficiency. These are good qualities, they make the world move forward. On the other hand, I do believe that there is a covert, nepotist cartel of protocols that governs the flows and resolutions of data and information just for the sake of functionality and efficiency. The sole aim of this cartel is to uphold the dogma of modern computation, which is about making actors function together (resonate) as efficiently as possible, tweaking out resources to maximum capacity, without bottlenecks, clicks, hicks or cuts, etc. But this dogma also obfuscates a compromise that we never question. And this is where my problem lies: efficiency and functionality are shaping our objects. Any of these actors could also operate under lower, worse or just different resolutions. Yet we have not been taught to see, think or question any of these resolutions. They are obfuscated and we are blind to them. I want to be able to at least entertain the option of round video (strip video from its interface!), to write inside non-quadrilateral, modular text editors (no more linear reading!) or to listen to (sonify) my rainbows (gradients). Right now, the protocols in place simply do not make this possible, or even worse, they have blocked these functionalities. There is this whole alternate universe of computational objects, ways that our data would look or be used like, if the protocols and their resolutions had been tweaked differently. The iRD reflects on this, and searches, if you will, a computation of many dimensions. DR: Meaning that a desktop document could have its corners folded back, and odd, non standard tessellations would be possible, with overlapping and intersecting work spaces?

RM: Yes! Exactly! Right now in the field of imagery, all compressions are quadrilateral, ecology dependent, standard solutions (compromises) following an equation in which data flows are plotted against actors that deal with the efficiency/functionality duality in storage, processing and transmission. I am interested in creating circles, pentagons and other more organic manifolds! If we would do this, the whole machine would work differently. We could create a modular and syphoning relationships between files, and just as in jon Satroms’ 2011 QTzrk installation, video would have multiple timelines and soundtracks, it could even contain some form of layer-space! DR: So the iRD is also a place for some of those alternate ‘solutions’ that are in dispute? RM: Absolutely. However, while I am not a programmer, I also don’t believe that imagining new resolutions means to absolve of all existing resolutions and their inherent artifacts. History and ecology play a big role in the construction of a resolution, which is why I will also host some of my favorite, classic solutions and their inherent (normally obfuscated) artifacts at the iRD, such as scan lines, DCT blocks, and JPEG2000 wavelets.

The iRD could easily function as a Wunderkammer for artifacts that already exist within our current resolutions. But to me this would be a needles move towards the style of the Evil Media Distribution Center, created by YoHa (Matsuko Yokokoji and Graham Harwood) for the 2013 Transmediale. I love to visit Curiosity Cabinets, but at the same time, these places are kind of dead, celebrating objects that are often shielded behind glass (or plastic). I can imagine the man responsible for such a collection. There he sits, in the corner, smoking a pipe, looking over his conquests. But this kind of collection does not activate anything! Its just ones own private boutique collection of evil! For a dispute to take place we need action! Objects need to have – or be given – a voice! DR: …and the alternate possible resolutions can be played out, can be realised, without solidifying them as symbols of something dead and forgotten. RM: Right! It would be easy and pretty to have those objects in a Wunderkammer type of display. Or as Readymades in a Boîte-en-valise but it just feels so sad. That would not be zombie like but dead-dead. A static capture of hopelessness. DR: The Wunderkammer had a resurgence a few years ago. Lots of artists used the form as a curatorial paradigm, allowing them to enact their practice as artist and curator. A response, perhaps, to the web, the internet, and the archive. Aggregated objects, documents and other forms placed together to create essayistic exhibitions. RM: I feel right now, this could be an easy way out. It would be a great way out, however, as I said, I feel the need to do something else, something more active. I will smoke that cigar some other day.

DR: So you wouldn’t want to consider the whole of Transfer Gallery as a Wunderkammer that you were working inside of? RM: It is one possibility. But it is not my favorite. I would rather make works against the established resolutions, works that are built to break out of a pre-existing mediatic flow. Works that were built to go beyond a specific conventional use. For example, I recently did this exhibition in The Netherlands where I got to install a really big wallpaper, which I think gained me a new, alternative perspectives on digital materiality. I glitched a JPEG and zoomed in on its DCT blocks and it was sooo beautiful, but also so scalable and pokable. It became an alternative level of real to me, somehow. DR: Does it tesselate and repeat, like conventional wallpaper? RM: It does repeat in places. I would do it completely differently if I did it again. Actually, for the iRD I am considering to zoom into the JPEG2000 wavelets. I thought it would be interesting to make a psychedelic installation like this. It’s like somebody vomited onto the wall.

DR: [laughs] It does look organic, like bacteria trying to organise. RM: Yeah. It really feels like something that has its own agency somehow.

DR: That’s the thing about JPEG2000 – and the only reason I know about that format, by the way, is because of your Vernacular of File Formats - the idea that they had to come up with a non-regular block shape for the image format that didn’t contradict with the artifacts in the bones and bodies that were being imaged. It feels more organic because of that. It doesn’t look like what you expect an image format to look like, it looks like what I expect life to look like, close up. RM: It looks like ‘Game of Life’. DR: Yes! Like Game of Life. And I assume that now they don’t need to use JPEG2000 because the imaging resolution is high enough on the machines to supersede bone artifacts. I love that. I love the effect caused when you’ve blown it up here. It looks wonderful. What is the original source for this? RM: I would blow this image [the one from A Vernacular of File Formats] up to hell. Blow it up until there is no pixel anymore. It shouldn’t be too cute. These structures are built to be bigger. Have you seen the Glitch Timond (2014)? The work itself is about glitches that have gained a folkloric meaning over time, these artifact now refer to hackers, ghosts or AI. They are hung in the shape of a diamond. The images themselves are not square, and I can install them on top of the wallpaper somehow, at different depths. Maybe I could expand on that piece, by putting broken shaped photos, and shadows flying around. It could be beautiful like that.

DR: It makes me think of the spatiality of the gallery. So that the audience would feel like they were inside a broken codec or something. Inside the actual coding mechanism of the image, rather than the standardised image at the point of its visual resolution. RM: Oh! And I want to have a smoke machine! There should be something that breaks up vision and then reveals something. DR: I like that as a metaphor for how the gallery functions as well. There are heaps of curatorial standards, like placing works at line of sight, or asking the audience to travel through the space in a particular order and mode of viewing. The gallery space itself is already limited and constructed through a huge, long history of standardisations, by external influences of fashion and tradition, and others enforced by the standards of the printing press, or the screen etc. So how do you make it so that when an audience walks into the gallery they feel as though they are not in a normal, euclidean space anymore? Like they have gone outside normal space? RM: That’s what I want! Disintegrate the architecture. But now I am like, “Yo guys, I want to dream, and I want it to be real in three weeks…” DR: “Hey guys, I want to break your reality!” [laughs] RM: One step is in place, Do you remember Ryan Maguire who is responsible for The Ghost in the MP3? His research is about MP3 compressions and basically what sounds are cut away by this compression algorithm, simply put: it puts shows what sounds the MP3 compression normally cuts out as irrelevant – in a way it inverses the compression and puts the ‘irrelevant’ or deleted data on display. I asked him to rework the soundtrack to ‘Beyond Resolution’, one of the two videowork of the iRD that is accompanied by my remix of professional grin by Knalpot and Ryan said yes! And so it was done! Super exciting.   DR: Yes. I thought that was a fantastic project. I love that as a proposition too… What would the equivalent of that form of ghosting be in terms of these alternate, disputed resolutions? What’s the remainder? I don’t understand technical formats as clearly as you do, so abstract things like ‘the ghost’, ‘the remainder’ are my way into understanding them. An abstract way in to a technical concept. So what is the metaphoric equivalent of that remainder in your work? For instance, I think it depends on what this was originally an image of. I think that is important. RM: The previous image of JPEG2000 does not deal with the question of lost information. I think what you are after is an inversed Alvin Lucier ‘Sitting in a Room’ experiment, one that only shows the “generation loss” (instead of the generation left over, which is what we usually get to see or hear in art projects). I think that would be a reasonable equivalent to Ryan Maguires MP3 compression work. Or maybe Supraconductivity. I can struggle with this for… for at least two more days. In any case I want the iRD to have a soundtrack. Actually, it would like there to be a spatial soundtrack; the ghost soundtrack in the room and the original available only on a wifi access point. DR: I’m really excited by that idea of ghostly presence and absence, you know. In terms of spatiality, scan lines, euclidean space… RM: It’s a whole bundle of things! [laughs] “Come on scan lines, come to the institutions, swim with the ghosts!” DR: It makes me think of cheesy things you get in a children’s museum. Those illusion rooms, that look normal through a little window, but when you go into them they are slanted in a certain way, so that a child can look bigger than an adult through the window frame. You know what I mean? They play with perspective in a really simple way, it’s all about the framing mechanism, the way the audience’s view has been controlled, regulated and perverted. RM: I was almost at a point where I was calling people in New York and asked, “Can you produce a huge stained glass window, in 2 weeks?” I think it would be beautiful if the Institute had its own window. I would take a photo of what you could see out of the real window, and then make the resolution of that photo really crappy, and create a real stained glass window, and install that in the gallery at its original place. If I have time one day I would love to do that, working with real craftspeople on that. I think that in the future the iRD might have a window through which we interface the outside. Every group of people that share the same ideas and perspectives on obfuscation need to have a secret handshake. So that is what I am actually working on right now. Ha, You didn’t see that coming? [Laughs] DR: [Laughs] No… that’s a different angle. RM: I want people to have a patch! A secret patch. You remember Trevor Paglen’s book on the symbology of military patches?

DR: Oh yeah. Where he tries to decode the military patches? Yes, I love that. RM: Yeah, I don’t think the world will ever have enough patches. They are such an icon for secret handshakes. I have been playing around with this DCT image. I want to use it as a key to the institutions, which basically are a manifest to the reasonings behind this whole exhibition, but then encrypted in a macroblock font (I embedded an image of Institution 1 earlier). There was one of Paglen’s patches that really stood out for me; the black on black one. The iRD patch should be inspired by that.

DR: Hito Steyerl’s work How Not to be Seen: A Fucking Didactic Educational .MOV File, centres on the grid used by the military to calibrate their satellites from space. The DCT structure looks a lot like that, but I know the DCT is not about calibration. It contains all the shapes necessary to compose any image? RM: If you look up close at a badly compressed JPEG, you will notice the image consist of macroblocks. A macroblock is a block organizations, usually consisting of 8×8 pixels, that posses color (chrominance) and light (luminance) values embedded via DCT (discrete cosine transform). Basically all JPEGs you have ever seen are build out of this finite set of 64 macroblocks. Considering that JPEGs make up the vast majority of images we encounter on a daily basis, I think it is pretty amazing how simple this part of the JPEG compression really is. But the patch should of course not just be square. Do you know the TV series Battlestar Galactica, where they have the corners cut off all their books? All the paper in that world follows this weird, octagonal shape? Or Borges Library and its crimson hexagon, that holds all knowledge. I love those randomly cryptic geometric forms… DR: It reminds me of a 1987 anime film, Wings of Honneamise, that had a really wonderfully designed world. Everything is different, from paper sizes and shapes, through to their cutlery. Really detailed design from the ground up, all the standards and traditions. RM: Like this Minecraft book too. The Blockpedia. DR: Oh that’s great. I love the Minecraft style and the mythos that has arisen around it. RM: So Minecraft and Borges follow a 6 corner resolution, and Battlestar paper has 8 corners… Discrepancy! I want to reference them all! DR: So these will go into the badges? RM: I want to have a black on black embroidered patch with corners. Don’t you think this would be so pretty? This black on black. I want to drop a reference to 1984, too, Orwell or Apple, the decoder can decide. These kind of secret, underground references, I like those. DR: A crypto exhibition. RM: It’s so hot right now (and with hot I do not mean cool). Since the 90s musicians encrypt or transcode things in their sounds, from Aphex Twin, to Goodiepal and now TCF, who allegedly encrypted an image from the police riots in Athens into one of his songs. However, he is a young Scandinavian musician so that makes me wonder if the crypto design in this case is confusingly non-political. Either way, I want to rebel against this apparent new found hotness of crypto-everything, which is why I made Tacit:Blue.

Tacit:Blue uses a very basic form of encryption. Its archaic, dumb and decommissioned. Every flash shows a next line of my ‘secret message’ encrypted in masonic pigpen. When it flickers it gives a little piece of the message which really is just me ranting about secrecy. So if someone is interested in my opinion, they can decode that.

Actually, the technology behind the video is much more interesting. Do you know The Nova Drone? Its a small AV synthesizer designed by Casper Electronics. The the flickr frequency of this military RGB LED on the top of the board can be altered by turning the RGB oscillators. When I come close to the LED with the lens of my iphone, the frequencies of the LED and the iphone camera do not sync up. What happens is a rolling shutter effect. The camera has to interpret the input and something is gone, lost in translation. In fact, a Resolutional Dispute takes place right there. DR: So the dispute happens because framerate of the camera conflicts with the flicker of the LED? RM: And the sound is the actual sound of the electronics. In Tacit:Blue I do not use the NovaDrone in a ‘clean’ way, I am actually misusing it (if there is such a thing when it comes to a device of dispute). Some of the sounds and disruptions of flow are created in this patch bay, which is where you can patch the LFOs, etc. Anyway, when you disconnect the patch it flickers, but I never take it out fully so it creates this classic, noisy electric effect. What do you think about the text? Do you think this works? I like this masonic pigpen, its a very simple, nostalgic old quiff. DR: It reminds me of the title sequence for Alien. Dave Addey did a close visual, sci-fi etymological, analysis of the typography in Alien. It went viral online recently. Did you see that?

RM: No! DR: It is fantastic. Everything from the title sequence to the buttons on the control panel in the background. Full of amazing insights.

RM: Wow, inspiring!

So with any cypher you also need a key, which is why I named the video Tacit:Blue, a reference to the old Northrop Tacit Blue stealth surveillance aircraft. The aircraft was used to develop techniques against passive radar detection, but has been decommissioned now, just like the masonic pigpen encryption. DR: This reminds me of Eyal Weizman. He has written a lot on the Israeli / Palestinian conflict as a spatial phenomena. So we don’t think about territory merely as a series of lines drawn on a globe anymore, but as a stack, including everything from airspace, all the way down beneath the ground, where waste, gas and water are distributed. The mode by which water is delivered underground often cuts across conflicted territories on the surface. A stacked vision of territory brings into question the very notion of a ‘conflict’ and a ‘resolution’. I recently saw him give a lecture on the Forensic Architecture project, which engages in disputes metered against US Military activities. Military drones are now so advanced that they can target a missile through the roof of a house, and have it plunge several floors before it explodes. It means that individual people can be targeted on a particular floor. The drone strike leaves a mark in the roof which is – and this is Weizman’s terminology - ‘beneath the threshold of detectability’. And that threshold also happens to be the size of a human body: about 1 metre square. Military satellites have a pixel size that effectively translates to 1 metre square at ground level. So to be invisible, or technically undetectable, a strike needs only to fall within a single pixel of a satellite imaging system. These drone strikes are designed to work beneath that threshold. In terms of what you are talking about in Trevor Paglen’s work, and the Northrop Tacit Blue, those technologies were designed to exist beneath, or parallel to, optic thresholds, but now those thresholds are not optic as much as they are about digital standards and resolution densities. So that shares the same space as the codecs and file formats you are interested in. Your patch seems to bring that together, the analogue pixel calibration that Steyerl refers to is also part of that history. So I wonder whether there are images that cannot possibly be resolved out of DCT blocks. You know what I mean? I think your work asks that question. What images, shapes, and objects exist that are not possible to construct out of this grid? What realities are outside of the threshold of these blocks to resolve? It may even be the case that we are not capable of imagining such things, because of course these blocks have been formed in conjunction with the human visual system. The image is always already a compromise between the human perceptual limit and a separately defined technical limit. RM: Yes, well I can imagine vector graphics, or mesh based graphics where the lines are not just a connection between two points, but also a value could be what you are after. But I am not sure. At some point I thought that people entering the iRD could pay a couple of dollars for one of these patches, but if they don’t put the money down, then they would be obliged to go into the exhibition wearing earplugs. DR: [Laughs] So they’d be allowed in, but they’d have one of their senses dampened? RM: Yes, wearing earmuffs, or weird glasses or something like that. [Laughs] DR: Glasses with really fine scan lines on them that conflict with TV images or whatever. RM: [Laughs] And I was thinking, well, there should be a divide between people. To realise that what you see is just one threshold that has been lifted to only a few. There are always thresholds, you know. DR: Ways to invite the audience into the spaces and thresholds that are beneath the zones of resolutional detectability? RM: Or maybe just to show the mechanics behind objects and thresholds. DR: Absolutely. So to go back to your Tacit:Blue video, in regards the font, I like the aesthetic, but I wonder whether you could play with that zone of detectability a little more. You could have the video display at a frequency that is hard for people to concentrate on, for instance, and then put the cryptographic message at a different frequency. Having zones that do not match up, so that different elements of the work cut through different disputed spaces. Much harder to detect. And more subliminal, because video adheres to other sets of standards and processes beyond scan lines, the conflict between those standards opens up another space of possibilities. It makes me think about Takeshi Murata’s Untitled (Pink Dot). I love that work because it uses datamoshing to question more about video codecs than just I and P frames. That’s what sets this work apart, for me, from other datamoshed works. He also plays with layers, and post production in the way the pink dot is realised. As it unfolds you see the pink dot as a layer behind the Rambo footage, and then it gets datamoshed into the footage, and then it is a layer in front of it, and then the datamosh tears into it and the dot become part of the Rambo miasma, and then the dot comes back as a surface again. So all the time he is playing with the layering of the piece, and the framing is not just about one moment to the next, but it also it exposes something about Murata’s super slick production process. He must have datamoshed parts of the video, and then post-produced the dot onto the surface of that, and then exported that and datamoshed that, and then fed it back into the studio again to add more layers. So it is not one video being datamoshed, but a practice unfolding, and the pink dot remains a kind of standard that runs through the whole piece, resonating in the soundtrack, and pushing to all elements of the image. The work is spatialised and temporalised in a really interesting way, because of how Murata uses datamoshing and postproduction to question frames, and layers, by ‘glitching’ between those formal elements. And as a viewer of Pink Dot, your perception is founded by those slips between the spatial surface and the temporal layers. RM: Yeah, wow. I never looked at that work in terms of layers of editing. The vectors of these blocks that smear over the video, the movement of those macroblocks, which is what this video technologically is about, is also about time and editing. So Murata effectively emulates that datamosh technique back into the editing of the work before and after the actual datamosh. That is genius! DR: If it wasn’t for Pink Dot I probably wouldn’t sit here with you now. It’s such an important work for me and my thinking.

Working with Morehshin Allahyari on The 3D Additivist Manifesto has brought a lot of these processes into play for me. The compressed labour behind a work can often get lost, because a final digital video is just a surface, just a set of I and P frames. The way Murata uses datamoshing calls that into play. It brings back some of the temporal depth. Additivism is also about calling those processes and conflicts to account, in the move between digital and material forms. Oil is a compressed form of time, and that time and matter is extruded into plastic, and that plastic has other modes of labour compressed into it, and the layers of time and space are built on top of one another constantly – like the layers of a 3D print. When we rendered our Manifesto video we did it on computers plugged into aging electricity infrastructures that run on burnt coal and oil. Burning off one form of physical compressed time to compress another set of times and labours into a ‘digital work’. RM: But you can feel that there is more to that video than its surface! If I remember correctly you and Morehshin wrote an open invitation to digital artists to send in their left over 3D objects. So every object in that dark gooey ocean in The 3D Additivist Manifesto actually represents a piece of artistic digital garbage. It’s like a digital emulation of the North Pacific Gyre, which you also talked about in your lecture at Goldsmiths, but then solely consisting of Ready-Made art trash.

The actual scale and form of the Gyre is hard to catch, it seems to be unimaginable even to the people devoting their research to it; it’s beyond resolution. Which is why it is still such an under acknowledged topic. We don’t really want to know what the Gyre looks or feels like; it’s just like the clutter inside my desktop folder inside my desktop folder, inside the desktop folder. It represents an amalgamation of histories that moved further away from us over time and we don’t necessarily like to revisit, or realise that we are responsible for. I think The 3D Additivist Manifesto captures that resemblance between the way we handle our digital detritus and our physical garbage in a wonderfully grimm manner. DR: I’m glad you sense the grimness of that image. And yes, as well as sourcing objects from friends and collaborators we also scraped a lot from online 3D object repositories. So the gyre is full of Ready-Mades divorced from their conditions of creation, use, or meaning. Like any discarded plastic bottle floating out in the middle of the pacific ocean. Eventually Additivist technologies could interface all aspects of material reality, from nanoparticles, to proprietary components, all the way through to DNA, bespoke drugs, and forms of life somewhere between the biological and the synthetic. We hope that our call to submit to The 3D Additivist Cookbook will provoke what you term ‘disputes’. Objects, software, texts and blueprints that gesture to the possibility of new political and ontological realities. It sounds far-fetched, but we need that kind of thinking. Alternate possibilities often get lost in a particular moment of resolution. A single moment of reception. But your exhibition points to the things beyond our recognition. Or perhaps more importantly, it points to the things we have refused to recognise. So, from inside the iRD technical ‘literacy’ might be considered as a limit, not a strength. RM: Often the densities of the works we create, in terms of concept, but also collage, technology and source materials move quite far away or even beyond a fold. I suppose that’s why we make our work pretty. To draw in the people that are not technically literate or have no back knowledge. And then perhaps later they wonder about the technical aspects and the meaning behind the composition of the work and want to learn more. To me, the process of creating, but also seeing an interesting digital art work often feels like swimming inside an abyss of increments. DR: What is that? RM: I made that up. An abyss is something that goes on and on and on. Modern lines used to go on, postmodern lines are broken up as they go on. Thats how I feel we work on our computers, its a metaphor for scanlines. DR: In euclidean space two parallel lines will go on forever and not meet. But on the surface of a globe, and other, non-euclidean spaces, those lines can be made to converge or diverge. * RM: I have been trying to read up on my euclidean geometry. DR: And I am thinking now about Flatland again, A Romance in Many Dimensions. RM: Yeah, it’s funny that in the end, it is all about Flatland. That’s where this all started, so thats where it has to end; Flatland seems like an eternal ouroboros inside of digital art. DR: It makes me think too about holographic theory. You can encode on a 2D surface the information necessary to construct a 3D image. And there are theories that suggest that a black hole has holographic properties. The event horizon of a black hole can be thought of as a flat surface, and contains all the information necessary to construct the black hole. And because a black hole is a singularity, and the universe can be considered as a singularity too – in time and space – some theories suggest that the universe is a hologram encoded on its outer surface. So the future state of the universe encodes all the prior states. Or something like that. RM: I once went to a lecture by Raphael Bousso, a professor at Department of Physics, UC Berkeley. He was talking about black holes, it was super intense. I was sitting on the end of my seat and nearly felt like I was riding a dark star right towards my own event horizon. DR: [laughs] Absolutely. I suppose I came to understand art and theory through things I knew before, which is pop science and science fiction. I tend to read everything through those things. Those are my starting points. But yes, holograms are super interesting. RM: I want to be careful not to go into the wunderkammer, because if there are too many things, then each one of them turns into a fetish object; a gimmick. DR: There was a lot of talk a few years ago about holographic storage, because basically all our storage – CDs, DVDs, hard drive platters, SSD drives – are 2D. All the information spinning on your screen right now, all those rich polygons or whatever, it all begins from data stored on a two dimensional surface. But you could have a holographic storage medium with three dimensions. They have built these things in the laboratory. There goes my pop science knowledge again. RM: When I was at Transmediale last year, the Internet Yami-ichi (Internet Black Market) was on. There I sold some custom videos for self cracked LCD screens. DR: Broken on purpose? RM: Yes, and you’d be allowed to touch it so the screen would go multidimensional. Liquid crystals are such a beautiful technology. DR: Yes. And they are a 3D image medium. But they don’t get used much anymore, right? LEDS are the main image format. RM: People miss LCDS! I saw a beautiful recorded talk from the Torque event, Esther Leslie talking about Walter Benjamin who writes about snow flakes resembling white noise. Liquid crystals and flatness and flatland. I want to thank you Dan, just to talk through this stuff has been really helpful. You have no idea. Thank you so much! DR: Putting ideas in words is always helpful. RM: I never do that, in preparation, to talk about things I am still working on, semi-completed. It’s scary to open up the book of possibilities. When you say things out loud you somehow commit to them. Like, Trevor Paglen, Jon Satrom are huge inspirations, I would like to make work inspired by them, that is a scary thing to say out loud. DR: That’s good. We don’t work in a vacuum. Trevor Paglen’s stuff is often about photography as a mode of non-resolved vision. I think that does fit with your work here, but you have the understanding and wherewithal to transform these concerns into work about the digital media. Maybe you need to build a tiny model of the gallery and create it all in miniature. RM: That’s what Alma Alloro said! DR: I think it would be really helpful. You don’t have to do it in meatspace. You could render a version of the gallery space with software. RM: Haha great idea, but that would take too much time. iRD needs to open to the public in 3 weeks! * DR originally stated here that a globe was a euclidean space. This was corrected, with thanks to Matthew Austin.

Artist Daniel Temkin has been creating and discussing glitch art for over seven years. In that time, he's exhibited in solo and group shows, and had his work featured in Rhizome and Fast Company, amongst other publications. For Temkin, glitch art is about the disruption of algorithms, though algorithmic art is a bit of a misnomer. He prefers "algo-glitch demented" in describing the methods, aesthetics, and philosophy of glitch.

In January, Temkin published a fascinating glitch art essay on NOOART titled "Glitch && Human/Computer Interaction." There he laid down the philosophy and "mythology" of glitch, which had really started in a series of email conversations with Hugh Manon. Though there is no shortage of writings on glitch art, many aspects of the these texts didn't address what Temkin loved most about how it is created.

"The glitch aesthetic may be rooted in the look of malfunction, but when it comes to actual practice, there’s often not much glitch in glitch art," wrote Temkin in the essay. "Yes, some glitch artists are actually exploiting bugs to get their results — but for most it would be more accurate to describe these methods as introducing noisy data to functional algorithms or applying these algorithms in unconventional ways." This, he said, doesn't make it traditional algorithmic art (algorithm-designed artworks), but a more demented form of it—algo-glitch demented.

Over a series of email conversations, Temkin elaborated on some of his conclusions in "Glitch && Human/Computer Interaction." Aside from highlighting some of the best algo-glitch demented art, Temkin also talked about bad data, image hacking, and why computers are no less "image makers" than humans even though they aren't sentient (yet).

MOTHERBOARD: Aside from being an artist working in glitch, would you say that you've also sort of become a philosopher of glitch or algorithmic art, if there is such a thing?

Temkin: There's tons of writing on glitch, much of it very good (Lab404.com, for instance), but some aspects of glitch theory didn't jibe with what really interested me about the style. Originally, Hugh Manon and I started a long email conversation about glitch, which evolved into our 2011 paper. It ranged across glitch aesthetics, methodology, and issues around authorship, while delving into glitch's ambivalence about error—the way the glitch is possible because of software's ability to "fail to fully fail" when coming across unexpected data.

We questioned why computer error is so emphasized in this form when nothing is really at stake in a digital file (a deleted but endlessly reproducible JPEG has none of the aura of an Erased DeKooning), and what it means to purposely simulate an error, something that ordinarily has power because it is unexpected and outside of our control.

Ted Davis, FFD8 project

These issues stuck with me, until I considered Clement Valla's familiar quote about his Postcards From Google Earth project: that "these images are not glitches... they are the absolute logical result of the system." It was a familiar quote, but in this instance got me thinking about how most glitchwork can be described the same way—as products of perfectly functional systems.

I wrote my recent piece for NOOART, arguing that glitch's preoccupation with error doesn't always serve it well, that it limits the scope of what's produced and how we talk about it. Bypassing computer error opened new avenues of investigation about our relationship both with technology and with logic systems more generally, and got at what interested me more about the style we call glitch.

In the NOOART essay, you write: "Some glitch artists are actually exploiting bugs to get their results — but for most it would be more accurate to describe these methods as introducing noisy data to functional algorithms or applying these algorithms in unconventional ways." Can you elaborate on that point?

In the paper, I discuss JPEG corruption, one of the fundamental glitch techniques. Introduce bad data to a JPEG file, and you'll see broken-looking images emerge. I use this example because it's so familiar to glitch practice. JPEG is not just a file format but an algorithm that compresses/decompresses image data.

When we "corrupt" a JPEG, we're altering compressed data so that it (successfully) renders to an image that no longer appears photographic, taking on a chunky, pixelated, more abstract character we associate with broken software. To the machine, it is not an error—if the image were structurally damaged, we would not be able to open it. This underscores the machine as an apparatus indifferent to what makes visual sense to us, at a place where our expectations clash with algorithmic logic.

Daniel Temkin, Dither Studies #2, 2011

The excitement of altering JPEG data directly is the sense of image hacking—making changes at the digital level without being able to predict the outcome. This becomes more apparent in other glitch techniques, such as sonification, which add layers of complexity to the process. Giving up control to a system or process has a long history in art.

Gerhard Richter describes committing to a systematic approach, veiling the work from conscious decisions that may ruin or limit it. As he puts it, "if the execution works, this is only because I partly destroy it, or because it works in spite of everything—by not detracting and by not looking the way I planned" [p179, Gerhard Richter, Panorama]. In digital art, we often function in an all-too-WYSIWYG environment. Glitch frees us from this, bringing us to unexpected places.

Can you draw a distinction between generative art (which can feature algorithms) and your concept of algo-glitch demented?

I call it algo-glitch demented, as opposed to algorithmic art (which I understand meaning generative art that uses algorithms). I'll have to paraphrase Philip Galanter and say that generative art is any practice where the artist sets a system "in motion with some degree of autonomy," resulting in a work.

"Glitch is a cyborg art, building on human/computer interaction. The patterns created by these unknown processes is what I call the wilderness within the machine." What makes algo-glitch demented is how we misuse existing algorithms, running them in contexts that had never been intended by their designers. Furthermore, there are moments of autonomy in algo-glitch, but this autonomy is not what defines it as algo-glitch; what's more important is the control we give up to the process.

You call glitch art a collaboration with the machine. That's an interesting point because the human is conscious of this, while the machine is not. Or, do you have another way of looking at that collaboration?

Machines are not sentient, but they are image-makers. Trevor Paglen, in a recent Frieze Magazine piece, says we are now or very soon to be at the point "where the majority of the world’s images are made by-machines-for-machines," and "seeing with the meat-eyes of our human bodies is increasingly the exception," refering to facial-recognition systems, qr code readers, and a host of other automation.

One of the most compelling ideas to come from James Bridle's New Aesthetic is how we can treat the machine as having a vision—even as we know it's not sentient—and just how strange this vision is, that does not hold human beings as its audience.

Jeff Donaldson, panasonic wj-mx12 video feedback, 2012

Glitch artists have been doing this for a long time, treating it as an equal collaborator and seeing where it leads us as we cede control to broken processes and zombie algorithms. Curt Cloninger describes it as "painting with a very blunt brush that has a mind of its own;" in this way, glitch is a cyborg art, building on human/computer interaction. The patterns created by these unknown processes is what I call the wilderness within the machine.

Can you talk about glitch as mythology? I've never heard it described as such.

I'm probably being a bit obnoxious there, using mythology to describe the gap between how we talk about glitch and what we're actually doing. There are several strains of work within glitch or that overlap with glitch. There is Dirty New Media, which is related to noise-based work; materialist explorations; the algo-glitch I've emphasized in the JPEG example; and what we might call "minimal slippage glitch" (a term that arose in a Facebook discussion between me and Rosa Menkman).

Minimal Slippage fits a familiar contemporary art scenario of the single gesture that puts things in motion and reveals something new. It's great when things actually work this way, but when this language is used to describe work made by manipulating data repeatedly, there's a problem.

I also take issue with the term glitch art. I don't propose we replace it, only to be more conscious of its influence. If we produce work with other visual styles using glitch processes, why limit ourselves to work that has an error-strewn appearance? This connection begins to seems artificial. I kept this in mind with my Glitchometry series. I use the sonification technique to process simple geometric shapes (b&w squares and triangles, etc.) into works that range from somewhat glitchy to abstractions that fall very far from a glitch aesthetic. They emphasize process, the back-and-forth with the machine, and an anxiety about giving up that control.

Clement Valla, from “Iconoclashes” 2013

With Glitchometry Stripes (an extension of the Glitchometry work), the results are even less glitchy in appearance; this time using only sound effects that cleanly transform the lines, ending up with Op Art-inspired, crisply graphic works that create optical buzzing when scrolled across the screen.

You mention Ted Davis's FFD8 project in your essay. What is it about the work that you like?

FFD8 is JPEG image hacking, with protection against messing up the header (which would make the image undisplayable). It's a gentle introduction to glitching, but it illustrates how it works, which encourages one to go deeper. I'm suspicious of glitch software that does all the work for you, essentially turning glitch styling into the equivalent of a Photoshop filter. With FFD8, enough of the process is exposed that folks starting out in the style might decide to take the next step and mess with raw files directly, or build their own software, or discover some new avenue to create work.

What's your opinion on something like the iPhone's panorama function, which, if you move the camera fast or in unexpected directions, creates glitches? It's movement-based as opposed to other types of glitch.

I think someone will come along with a brilliant idea of how to use it to do something fresh and interesting. One interesting work that uses photo-stitching (although not on the iPhone) is Clement Valla's Iconoclasts series. He loads images of gods from the Met's collection and lets Photoshop decide how to combine them, creating improbable composites, many physically impossible. It works because of how carefully the objects were photographed. Each is lit the same way with the same background. Many of these religious relics come from cultures where it was believed that such objects were not created by human hands. Now an algorithm, also not human, decides how to combine them to construct new artifacts.

Daniel Temkin, Glitchometry Circles #6, 2013

Where do you feel you've been most successful in your own projects?

I never trust artists to tell me which of their works are more successful. [laughs] I'll tell you the theme I'm most interested in. Much of my work revolves around this clash between human thinking and computer logic, and the compulsiveness that comes from trying to think in a logical way. My own experience with this comes from programming, which is my background from before art. Glitch gives me a way to create chaotic works as a release from the overly structured thinking programming requires.

As a few examples of work that deals with this, my Dither Studies expose the seemingly irrational patterns that come from the very simple rules of dithering patterns. They began as a collaboration with Photoshop, where I asked it to dither a solid color with two incompatible colors. From there, I constructed a web tool that walks through progressions of dithers.

In Drunk Eliza, I re-coded the classic chat bot using my language Entropy, where all data is unstable. Since the original Eliza has such a small databank of phrases, yet so clearly has a personality, I wanted to know how she would seem with her mind slowly disintegrating, HAL-style. Drunk Eliza was the result. The drunken responses she gets online have been a great source of amusement for me.

Stephen Wolfram introduces the Wolfram Language in this video that shows how the symbolic programming language enables powerful functional programming, querying of large databases, flexible interactivity, easy deployment, and much, much more.

To learn more about the Wolfram Language, visit reference.wolfram.com/language.

For the latest information, visit www.wolfram.com.

Metaphor wants to be…

‘[...] metaphors work to change people’s minds. Orators have known this since Demosthenes. [...] But there’s precious little evidence that they tell you what people think. [...] And in any case, words aren’t meanings. As any really good spy knows, a word is a code that stands for something else. If you take the code at face value then you’ve fallen for the trick.’ (Daniel Soar, “The Bourne Analogy”).

Tao Lin’s recent novel Taipei (2013) is a fictional document of life in our current digital culture. The protagonist, Paul — who is loosely based on the author — is numb from his always turned on digitally mediated life, and throughout the novel increases his recreational drug taking as a kind of compensation: the chemical highs and trips are the experiential counterpoint to the mundanity of what once seemed otherworldly — his online encounters. In the novel online interactions are not distinguished from real life ones, they are all real, and so Paul’s digital malaise is also his embodied depressive mindset. The apotheosis of both these highs and lows is experienced by Paul, and his then girlfriend Erin, on a trip to visit Paul’s parents in Taipei. There the hyper-digital displays of the city — ‘lighted signs [...] animated and repeating like GIF files, attached to every building’ (166) — launch some of the more explicit mediations on digital culture in the novel: Paul asked [Erin] if she could think of a newer word for “computer” than “computer,” which seemed outdated and, in still being used, suspicious in some way, like maybe the word itself was intelligent and had manipulated culture in its favor, perpetuating its usage (167). Here Paul intimates a sense that language is elusive, that it is sentient, and that, in the words of Daniel Soar quoted above as an epitaph, it tricks us. It seems to matter that in this extract from Taipei the word ‘computer’ is conflated with a sense of the object ‘computer’. The word, in being ‘intelligent’, has somehow taken on the quality of the thing it denotes — a potentially malevolent agency. The history of computing is one of people and things: computers were first the women who calculated ballistics trajectories during the Second World War, whose actions became the template for modern automated programming. The computer, as an object, is also-always a metaphor of a human-machine relation. The name for the machine asserts a likeness between the automated mechanisms of computing and the physical and mental labour of the first human ‘computers’. Thinking of computing as a substantiated metaphor for a human-machine interaction pervades the way we talk about digital culture. Most particularly in the way we think of computers as sentient — however casually. We often speak of computers as acting independently from our commands, and frequently we think of them ‘wanting’ things, ‘manipulating’ culture, or ourselves.

Pre-Electronic Binary Code Pre-electronic binary code: the history of computing offers us metaphors for human-machine interaction which pervade the way we talk about digital culture today [Image by Erik Wilde under a CC BY-SA license]

Julie E. Cohen, in her 2012 book Configuring the Networked Self, describes the way the misplaced metaphor of human-computer and machine-computer has permeated utopian views of digitally mediated life: Advocates of information-as-freedom initially envisioned the Internet as a seamless and fundamentally democratic web of information [...]. That vision is encapsulated in Stewart Brand’s memorable aphorism “Information wants to be free.” [...] Information “wants” to be free in the same sense that objects with mass present in the earth’s gravitational field “want” to fall to the ground. (8) Cohen’s sharp undercutting of Brand’s aphorism points us toward the way the metaphor of computing is also an anthropomorphisation. The metaphor implicates a human desire in machine action. This linguistic slipperiness filters through discussion of computing at all levels. In particular the field of software studies — concerned with theorising code and programming as praxis and thing — contains at its core a debate on the complexity of considering code in a language which will always metaphorise, or allegorise. Responding to an article of Alexander R. Galloway’s titled “Language Wants to Be Overlooked: On Software and Ideology”, Wendy Hui Kyong Chun argues that Galloway’s stance against a kind of ‘anthropomorphization’ of code studies (his assertion that as an executable language code is ‘against interpretation’) is impossible within a discourse of critical theory. Chun argues, ‘to what extent, however, can source code be understood outside of anthropomorphization? [...] (The inevitability of this anthropomorphization is arguably evident in the title of Galloway’s article: “Language Wants to Be Overlooked” [emphasis added].)’ (Chun 305). In her critique of Galloway’s approach Wendy Chun asserts that it is not possible to extract the metaphor from the material, that they are importantly and intrinsically linked.[1] For Julie E. Cohen the relationship between metaphor and digital culture-as-it-is-lived is a problematic tie that potentially damages legal and constitutional understanding of user rights. Cohen convincingly argues that a term such as ‘cyberspace’, which remains inextricable from its fictional and virtual connotations, does not transition into legal language successfully; in part because the word itself is a metaphor, premised on an imagined reality rather than ‘the situated, embodied beings who inhabit it’ (Cohen 3). And yet Cohen’s writing itself demonstrates the tenacious substance of metaphoric language, using extended exposition of metaphors as a means to think more materially about the effects of legal and digital protocol and action. In the following extract from Configuring the Networked Self, Cohen is winding down a discussion of the difficulty of forming actual policy out of freedom versus control debates surrounding digital culture. Throughout the discussion Cohen has emphasised the way that both sides of the debate are unable to substantiate their rhetoric with embodied user practice; instead Cohen identifies a language that defers specific policy aims.[2] Cohen’s own use of metaphor in this section — ‘objections to control fuel calls [...]’, ‘darknets’ (the latter in inverted commas) — is made to mean something grounded, through a kind of allegorical framework. I am not suggesting that allegory materialises metaphor — allegory functioning in part as itself an extended metaphor — but it does contextualise metaphor.

Circuit Board 2 How tenacious is metaphoric language? The persistence of computational metaphors in understanding digital culture could harm legal and constitutional understandings of user rights [Image by Christian under a CC BY-NC-ND license]

This is exemplified in Cohen’s description of the ways US policy discussions regarding code, rights and privacy of the subject are bound to a kind of imaginary, and demonstrate great difficulty in becoming concrete: Policy debates have a circular, self-referential quality. Allegations of lawlessness bolster the perceived need for control, and objections to control fuel calls for increased openness. That is no accident; rigidity and license historically have maintained a curious symbiosis. In the 1920s, Prohibition fueled the rise of Al Capone; today, privately deputized copyright cops and draconian technical protection systems spur the emergence of uncontrolled “darknets.” In science fiction, technocratic, rule-bound civilizations spawn “edge cities” marked by their comparative heterogeneity and near imperviousness to externally imposed authority. These cities are patterned on the favelas and shantytowns that both sap and sustain the world’s emerging megacities. The pattern suggests an implicit acknowledgment that each half of the freedom/control binary contains and requires the other (9-10). I quote this passage at length in order to get at the way in which the ‘self-referential nature’ of policy discussion is here explained through a conceptual, and specifically literary, framing. Technology is always both imagined and built: this seems obvious, but it justifies reiteration because the material operations of technology are always metaphorically considered just as they are concretely manifest. The perilous circumstance this creates is played on in Cohen’s writing as she critiques constitutional policy that repeatedly cannot get at the embodied subject that uses digital technology; thwarted by the writing and rewriting of debate. In Cohen’s words this real situation is like the science fiction that is always-already seemingly like the real technology. Whether William Gibson’s ‘cyberspace’, a programmer’s speculative coding, or a lawyer’s articulation of copyright, there is no easy way to break apart the relationship between the imaginary and the actual of technoculture. Perhaps then what is called for is an explosion of the metaphors that pervade contemporary digital culture. To, so to speak, push metaphors until they give way; to generate critical discourse that tests the limits of metaphors, in an effort to see what pretext they may yield for our daily digital interactions. The articles in this issue all engage with exactly this kind of discourse. In Sophie Jones’ “The Electronic Heart”, the history of computing as one of women’s labour is used to reconfigure the metaphor of a computer as an ‘electronic brain’; instead asking whether cultural anxieties about computer-simulated emotion are linked to the naturalization of women’s affective labour. In “An Ontology of Everything on the Face of the Earth”, Daniel Rourke also considers computers as a sentient metaphor: uncovering an uncanny symbiosis between what a computer wants and what a human can effect with computing, through a critical dissection of the biocybernetic leeching of John Carpenter’s 1982 film The Thing. Finally, in “The Metaphorics of Virtual Depth”, Rob Gallagher uses Marcel Proust’s treatment of novelistic spacetime to generate a critical discourse on spatial and perspectival metaphor in virtual game environments. All these articles put into play an academic approach to metaphors of computing that dig up and pull out the stuff in between language and machine. In his introduction to Understanding Digital Humanities David M. Berry has argued for such an approach: [what is needed is a] ‘critical understanding of the literature of the digital, and through that [to] develop a shared culture through a form of Bildung’ (8).

Elysium A wheel in the sky: Neil Blomkamp's futuristic L.A. plays on the territorial paranoia of the U.S. over alien invasion and dystopian metaphors of digitally-mediated environments [Image used under fair dealings provisions]

I am writing this article a day after seeing Neill Blomkamp’s film Elysium (2013). Reading Cohen’s assertion regarding the cyclical nature of US digital rights policy debates on control and freedom, her allegory with science fiction seems entirely pertinent. Elysium is set in 2154; the earth is overpopulated, under-resourced, and a global elite have escaped to a man-made (and machine-made) world on a spaceship, ‘Elysium’. Manufacturing for Elysium continues on earth where the population, ravaged by illness, dreams of escaping to Elysium to be cured in “Med-Pods”. The movie focuses on the slums of near future L.A. and — perhaps unsurprisingly given Blomkamp’s last film District 9 (2009) — plays on the real territorial paranoia of the U.S. over alien invasion: that the favelas of Central and South America, and the political structures they embody, are always threatening ascension. In Elysium the “edge city” is the whole world, and the technocratic power base is a spaceship garden, circling the earth’s orbit. ‘Elysium’ is a green and white paradise; a techno-civic environment in which humans and nature are equally managed, and manicured. ‘Elysium’, visually, looks a lot like Disney’s Epcot theme park — which brings me back to where I started. In Tao Lin’s Taipei Paul’s disillusionment with technology is in part with its failure to be as he imagined, and his imagination was informed by the Disney-fied future of Epcot. In Taipei: Paul stared at the lighted signs, some of which were animated and repeated like GIF files, attached to almost every building to face oncoming traffic [...] and sleepily thought how technology was no longer the source of wonderment and possibility it had been when, for example, he learned as a child at Epcot Center [...] that families of three, with one or two robot dogs and one maid, would live in self-sustaining, underwater, glass spheres by something like 2004 or 2008 (166). Thinking through the metaphor of Elysium has me thinking toward the fiction of Epcot (via Tao Lin’s book). The metaphor-come-allegories at work here are at remove from my digitally mediated, embodied reality, but they seep through nonetheless. Rather than only look for the concrete reality that drives the metaphor, why not also engage with the messiness of the metaphor; its potential disjunction with technology as it is lived, and its persistent presence regardless.

CITATION: Zara Dinnen, "Digital Metaphors: Editor's Introduction," Alluvium, Vol. 2, No. 6 (2013): n. pag. Web. 4 December 2013, http://dx.doi.org/10.7766/alluvium.v2.6.04

This essay was originally published as part of a special issue of Alluvium Journal on Digital Metaphors, edited by Zara Dinnen and featuring contributions from Rob Gallagher and Sophie Jones. John Carpenter’s 1982 film, The Thing, is a claustrophobic sci-fi thriller, exhibiting many hallmarks of the horror genre. The film depicts a sinister turn for matter, where the chaos of the replicating, cancerous cell is expanded to the human scale and beyond. In The Thing we watch as an alien force terrorises an isolated Antarctic outpost. The creature exhibits an awesome ability to imitate, devouring any creature it comes across before giving birth to an exact copy in a burst of blood and protoplasm. The Thing copies cell by cell and its process is so perfect – at every level of replication – that the resultant simulacrum speaks, acts and even thinks like the original. The Thing is so relentless, its copies so perfect, that the outpost’s Doctor, Blair, is sent mad at the implications: Blair: If a cell gets out it could imitate everything on the face of the Earth… and it’s not gonna stop!!! Based on John W. Campbell’s 1938 novella, Who Goes There?, Carpenter’s film revisits a gothic trope, as numerous in its incarnations as are the forms it is capable of taking. In Campbell’s original novella, the biologically impure is co-inhabited by a different type of infection: an infection of the Antarctic inhabitants’ inner lives. Plucked from an icy grave, The Thing sits, frozen solid, in a dark corner of the outpost, drip dripping towards re-animation. Before its cells begin their interstitial jump from alien to earthly biology, it is the dreams of the men that become infected: ‘So far the only thing you have said this thing gave off that was catching was dreams. I’ll go so far as to admit that.’ An impish, slightly malignant grin crossed the little man’s seamed face. ‘I had some, too. So. It’s dream-infectious. No doubt an exceedingly dangerous malady.’ (Campbell)

The Thing’s voracious drive to consume and imitate living beings calls to mind Freud’s uncanny: the dreadful creeping horror that dwells between homely and unhomely. According to Ernst Jentsch, whose work Freud references in his study, the uncanny is kindled, ‘when there is intellectual uncertainty whether an object is alive or not, and when an inanimate object becomes too much like an animate one’ (Grenville 233). A body in the act of becoming: John W. Campbell’s novella depicts The Thing as a monstrous body that “swallows the world and is itself swallowed by the world”

In the original novella, The Thing is condensed as much from the minds of the men, as from its own horrific, defrosting bulk. A slowly surfacing nightmare that acts to transform alien matter into earthly biology also has the effect of transferring the inner, mental lives of the men, into the resultant condensation. John W. Campbell had no doubts that The Thing could become viscous, mortal human flesh, but in order to truly imitate its prey, the creature must infect and steal inner life too, pulling ghosts, kicking and screaming, out of their biological machines. As a gothic figure, Campbell’s Thing disrupts the stable and integral vision of human being, of self-same bodies housing ‘unitary and securely bounded’ (Hurley 3) subjectivities, identical and extensive through time. John W. Campbell’s characters confront their anguish at being embodied: their nightmares are literally made flesh. As Kelly Hurley reminds us in her study on The Gothic Body, Mikhail Bakhtin noted: The grotesque body… is a body in the act of becoming. It is never finished, never completed; it is continually built, created, and builds and creates another body. Moreover, the body swallows the world and is itself swallowed by the world (Hurley 28). Each clone’s otherness is an uncanny exposure of the abject relationship we endure with ourselves as vicarious, fragmented, entropic forms. In the 44 years between the novella and John Carpenter’s 1982 film, there were many poor clones of The Thing depicted in cinema. Films such as Invasion of the Body Snatchers (1956) and, It Came from Outer Space (1953) are replete with alien dopplegangers, abject human forms, cast away very much as in gothic tradition. Howard Hawk’s film, The Thing from Another World (1951), the first to explicitly translate Who Goes There?, completely disfigures Campbell’s story. The resultant monster is nothing more than, what one character calls, ‘an intellectual carrot’, grown from alien cells in a laboratory. The film is worth considering though for its Cold War undertones. Recast in an Arctic military base, Hawk’s Thing is an isolated monster set against a small, well organised army of cooperative men. Faced with disaster the men group together, fighting for a greater good than each of them alone represents.

Cinematic clones of The Thing: 1950s American Science Fiction films like It Came From Outer Space and Invasion of the Body Snatchers are replete with alien doppelgangers and abject human forms [Images used under fair dealings provisions] The metaphor of discrete cells coordinating into autopoeitic organisms, does not extend to the inhabitants of the isolated Antarctic outpost in the original short story, nor in the 1982 version. Rather than unite against their foe, they begin to turn on each other, never knowing who might be The Thing. In a series of enactments of game-theory, the characters do piece together a collective comprehension: that if The Thing is to eventually imitate ‘everything on the face of the Earth’ it must not show itself now, lest the remaining humans group together and destroy it. The Thing’s alien biology calls to mind the original design of the internet, intended, according to Michael Hardt and Antonio Negri: …to withstand military attack. Since it has no center and almost any portion can operate as an autonomous whole, the network can continue to function even when part of it has been destroyed. The same design element that ensures survival, the decentralisation, is also what makes control of the network so difficult (Hardt and Negri 299). The novella Who Goes There? and the film, The Thing, sit either side of a pivotal era in the advancement of information technology. How a life form or a biological computer work is immaterial to the behaviours they present to an observer. John Carpenter’s The Thing explores the fulfilment of Alan Turing’s ‘Imitation Game.’ Moving away from Campbell’s original appeal to telepathy and a mind/body split, the materialist vision of Carpenter’s film confronts us with a more fundamental horror. That every part of us is reducible to every other. In her book Refiguring Life, Evelyn Fox Keller argues that: As a consequence of the technological and conceptual transformations we have witnessed in the last three decades, the body itself has been irrevocably transformed… The body of modern biology, like the DNA molecule – and also like the modern corporate or political body – has become just another part of an informational network, now machine, now message, always ready for exchange, each for the other (Keller 117–118). Meanwhile, eschewing Martin Heidegger’s definition of a thing (in which objects are brought out of the background of existence through human use), Bill Brown marks the emergence of things through the encounter: As they circulate through our lives… we look through objects because there are codes by which our interpretive attention makes them meaningful, because there is a discourse of objectivity that allows us to use them as facts. A thing, in contrast, can hardly function as a window. We begin to confront the thingness of objects when they stop working for us… (Brown 4).

A thing or an object? Bill Brown argues that we look through objects but are confronted by things [Image by Marc PhOtOnQuAnTiQuE under a CC BY-NC-ND license] In his infamous 1950 paper, Computing Machinery and Intelligence, Alan Turing introduced the notion that a computer is nothing more than a machine that functions by pretending to be other machines. (Turing) Asking the question ‘can machines think?’ Turing replaced the ambiguity of ‘thought’ and ‘intelligence’ with imitation, proposing a test that avoided the need to know what was going on inside a machine, in favour of merely experiencing its affects. In a lecture entitled ‘Can Digital Computers Think?’, Turing expounds his point: It is not difficult to design machines whose behaviour appears quite random to anyone who does not know the details of their construction. Naturally enough the inclusion of this random element, whichever technique is used, does not solve our main problem, how to programme a machine to imitate a brain, or as we might say more briefly, if less accurately, to think. But it gives us some indication of what the process will be like. We must not always expect to know what the computer is going to do. We should be pleased when the machine surprises us, in rather the same way as one is pleased when a pupil does something which he had not been explicitly taught to do (Shieber 114–115). The mutability of Earthly life, its ability to err, to stumble upon novel strategies through random, blind chance, represents its most innate capacity. Biological life changes by mutation, passing those mutations on to the next generation, ad infinitum. The Thing, in opposition to this, can only become its other absolutely. There is no room for error, for mutation, for change or evolution: instead, The Thingly cadaver of Norris must protect its otherness in the only way it knows how: by transforming itself into a defensive form previously programmed and stored in its protoplasm. In terms of creativity it cannot escape its programming. Turing’s lecture hints at a further unsettling conclusion we can make: that even though novel behaviour may be consistent with error, from appearances alone it is impossible to distinguish something ontologically novel, with a behaviour which has been programmed to appear as such. The Thing is a Universal Turing Machine, a post-digital plasma, encoded with the biological ticker-tape of a thousand alien worlds. Put more simply, in the words of protagonist John MacReady: MacReady: Somebody in this camp ain’t what he appears to be. [my emphasis]

The “Gothicity” of matter? The digital metaphor of the Thing reveals that through imitation computers confer humanity upon us [Image by 

So, returning to an old subject, about which I’ve got very annoyed in the past.

Last week Arts Council England (ACE) published the second version of their 10-year strategic framework for 2010-2020 (you can read the whole thing here). Now they mention ‘digital stuff’ quite a lot (the always excellent Chris Unitt has done a good job of breaking this all down here). I use this by way of an introduction, not to explore the specifics of the ACE framework (Chris U does a much better job on that front than I could anyway – see previous link), but more to draw attention to the fact that, yet again, ‘digital’ is being put front and centre. My point of desperation and frustration comes from the fact that despite positive noises that have been fairly consistent (certainly in the 3 or so years I’ve been at Opera North and anecdotally for longer than that), there is very very little by way of actual, tangible signs that anyone in the arts sector really ‘gets’ digital in any meaningful way. By that I mean there still seems to be no understanding of, or desire to confront the reality that digital/technological development has brought about. I can sort of understand why this happens, arts organisations find themselves confronted with an uncomfortable reality, audiences are down, funding is reduced (and from certain sources, gone altogether), they’re expected to do more with less, people are accessing and experiencing the world in a ways that – for the most part – arts organisations are completely clueless how to engage with. I get that, it’s scary, it’s difficult, there isn’t really an obvious answer to whether or not it’ll pay for itself, ever, it’s easier to just do what they’ve always done, change just enough to tick a box on a funding form and hope that the situation will improve one day. Unfortunately I can see absolutely no way that that is going to happen.

I was following the tweets from a conference the other day (I forget which one, there are so many, how do people find the time?), and one of the speakers was quoted as saying ”an industry has to nearly collapse (like media, TV, music) before it realises the power of digital“. That feels like the situation we’re currently in in the arts sector. Everyone sort of grudgingly accepts that ‘digital’ is something you need to at least pretend to be doing but the situation hasn’t quite reached the point where reality has caught up, we can still kid ourselves that having a website and ‘doing Twitter and Facebook’ is enough.

And this situation, in my view, fundamentally undermines all the worthy words that ACE come out with. The reality, at the moment, is that arts organisations can basically do the bare minimum in relation to digital/online and, at the moment, there are no consequences. The depressing thing is that this is simply storing up a whole world of woe for the medium term. The lack of ‘digital capacity’ in the arts sector is something I’ve bemoaned previously, the lack of impetus, the lack of ambition and the lack of understanding is exacerbating this situation horribly and nowhere, do I think, is this more painfully obvious than with the websites of most arts organisations.

What should the website of an arts organisation do? What should it look like? What function should it serve. I’d say that 90% of the sector couldn’t really answer these questions with any degree of confidence. Maybe they’ve never asked them, maybe there are too many conflicting agenda within the organisation for them to be able to have a clarity of purpose. But worryingly this seems to result in a lot of websites that seem to serve the purpose of being an online brochure. I’d argue that this does noone any favours, not only does it reduce the websites of arts organisation to the level of blandly ‘selling some products’ and presenting a load of tedious information that serves no purpose than to be some sort of odd, permanent funding application, but the lack of ambition that these sort of websites represent point to the fact that, for many organisations, digital is still something that ‘sits with marketing’. There is no desire for – say – the programming or education teams to embrace the possibilities of digital and use that to represent their activities online in any meaningful way.

Some examples: this is the website for the National Portrait Gallery http://www.npg.org.uk/. Boring, huh. Unengaging, flat, unexciting. Here is how they’re displaying some portraits from the Tudor period: http://www.npg.org.uk/collections/explore/by-period/tudor.php (crikey that’s dull…so, so, so dull). Now, this is the website for the Google Art Project: http://www.google.com/culturalinstitute/project/art-project. How is that a technology company can so comprehensively understand how to present artwork and a NATIONAL GALLERY can so comprehensively fail to? It’s so depressing. The NPG’s Tudor collection is presented like some sort of never-ending brochure of tedium. Google makes the art feel vivid and visceral and present (Google also provides far more information about each artwork but that’s by the by). NOW THEN, I’m probably being slightly unfair (in fact I almost certainly am), Google is a multi-billion dollar, global company who can afford to fritter away millions on ‘hobby projects’ like the cultural institute, the NPG is a gallery that receives almost 50% of its funding from government and a large proportion of the rest from donations. But to provide a bit of balance, here’s a website of an organisation (in a similar field) that I think really do seem to ‘get it’: https://www.rijksmuseum.nl/ - exciting, dynamic, engaging. Everything that the NPG isn’t. Add in the fact that the basic, underlying design architecture of the NPG’s website is hopelessly outdated (try using it on a mobile…or any screen that isn’t 800×600) and I think it provides a fairly good example of the worrying situation I think we’re in. This is a bloody national gallery. A national gallery should surely be setting the tone for the rest of the galleries in the nation? Or at least be subjectively ‘good’. This, quite simply, doesn’t, and isn’t.

Think this is unique to galleries? Nope. Soz.

The National Theatre is widely acclaimed for their NT Live stuff, broadcasting (live) from the NT itself into cinemas around the world. This seems to be celebrated as a great example of ‘digital’ – I’d argue that it isn’t really, it’s just sort of doing broadcast in a slightly different way, this essentially could have been done in exactly the same way 30 years ago. Again, have you seen their website? http://www.nationaltheatre.org.uk/ - I mean it’s not terrible but it’s hardly interesting, or exciting, or engaging, or representative of theatre in any real way. Now I suspect they are in a slightly less bad situation compared to other organisations in that a) they’ve got fucking loads of money, b) they’ve got blimmin’ loads of content and c) I’m sure someone, somewhere is working on a new site for them so my opinion will shortly be out of date. But once again this, to me, feels, at best, like a catastrophic missed opportunity and at worse a clear sign that they don’t get digital at all. I don’t know the people at the NT, so I couldn’t say which of these views is more accurate. But surely as the NATIONAL Theatre, as well as championing new writing (which I’m told they do quite well), they should also be championing and exploring what theatre is, or could be, in the 21st century and the future. At the moment they really, really aren’t. And don’t tell me NT Live is them doing that because, it isn’t. Spending £150k a go to shoot and stream a play from a theatre into cinema isn’t innovative or exploratory, it’s a great exploitation of proven distribution techniques and a proven brand being used in a slightly new way and it is very successful on those (and commercial/profile) terms, but an example of theatre in a digital world? No. Someone who had never been to the NT, who knew nothing about what it was, would not get an accurate or interesting impression from visiting that website. Equally it’s not particularly great at selling you a ticket (but I’ve rarely found a theatre that does this well) which, I assume, is probably its primary purpose at the moment.

I know these are just two examples, and some would say the NT are doing just fine, ACE certainly seem to subscribe to this view seemingly ignoring the fairly substantial financial barriers to entry for this particular model of ‘doing digital’ (I don’t know about the NPG – I think they were advertising for a Director of Digital recently so maybe they’ll have their revolution soon), however these are two ‘national’ organisations, based in London, they are well-funded, they are in the capital surrounded by incredible digital talent and if THEY aren’t doing stuff that’s great then god help the rest of us.

I know it’s not easy to get websites built for arts organisations (I’ve been there, I’ve done it), a fundamental lack of understanding regarding the potential results in the organisational website being treated like a glorified brochure, the number of agendas which are suddenly ‘all equally important’ means that design by committee is, at present, an unfortunate reality in most situations. However I’d argue that arts organisations need a watershed, and soon, they need to grasp the nettle, and start getting their heads around what they can do with digital. Why is it that websites for theatres, galleries, dance companies, west end musicals and opera companies all, for the most part, look exactly the same (and uninspiringly so) when what these companies do is so different?

We need to move to a point where the websites of arts organisations are as exciting, inspirational and engaging as what the organisations do. Now don’t get me wrong, by that I do not mean that websites should be flashy and difficult to use and clever for the sake of it. They just need to be better and they need to be representative, this is the arts sector, not a bloody wallpaper shop. (wikipedia to the rescue here) “ Goethe defined art as an other resp. a second nature, according to his ideal of a style founded on the basic fundaments of insight and on the innermost character of things. Leo Tolstoy identified art as a use of indirect means to communicate from one person to another. Benedetto Croce and R.G. Collingwood advanced the idealist view that art expresses emotions, and that the work of art therefore essentially exists in the mind of the creator.” Do the websites of arts organisations, as they currently exist, even come close to achieving any of these things? Websites aren’t just catalogues, they can be, and should be, so much more than that. And the fact that they aren’t is deeply worrying.

To round this all off I want to credit a few places that I think are doing good things (although these are by no means flawless examples I think they’re worth a look). I’ve already mentioned the Rijksmuseum above but they deserve mentioning twice, not only do they look like they get it: https://www.rijksmuseum.nl/ but they act like they get it too https://www.rijksmuseum.nl/en/rijksstudio-award. The Southbank Centre’s new site is a million times better than their old one, it actually looks vibrant and exciting and diverse (which, I think, is what they want) http://www.southbankcentre.co.uk/ - not only does it give a sense of the place but the design would also seem to provide a fairly flexible platform for ‘messing about’ in the future. Important. Another decent effort is from National Theatre Wales (who genuinely are exploring what theatre might look like and be) http://nationaltheatrewales.org/.

Please feel more than free to disagree with me, or to point out other people who are doing ‘good stuff’ (they should be commended) via the comments below or on Twitter, I’m @biglittlethings.

p.s. I do worry sometimes that maybe I just misunderstand the entire situation and I should be more forgiving and patient and there are in fact lots and lots of completely great things happening that I’m simply unaware of. However the more I look, and the more I ask, the less convinced I am this is the case. I am aware there are some people doing good stuff, but I’d say they are very very much in the minority. Equally I am aware (as people have been quick to point out in the past) that this malaise is not unique to the arts sector, I know, but I work in the arts sector, I care about the arts sector and this post is about the arts sector.

For 3 years I have collaborated on a project with Kyoung Kim. Known as GLTI.CH Karaoke, or sometimes just GLTI.CH, we’ve plotted the course of accidents, of temporal lyrical disjoints and technical out-of-syncs through a wide variety of different mediums, spaces and social conditions. This week saw what feels like the climax of our experiments, a three day – 67 hour – installation at CRYSTALLIZE, an exhibition of new media art held alongside the 2013 Korea Brand & Entertainment Expo, at Old Billingsgate, London. GLTI.CH has played a significant part in my practice and thus my thinking over the last 3 years. Working with Kyoung has afforded me countless experiences and opportunities, and introduced me to the world of glitch, digital, net and new media arts and artists. The project is not over, but its Karaoke phase is drawing to a conclusion. I thought it would be a good time to republish this half-considered manifesto I wrote a while back. 15 Statements about Glti.ch Notworking What makes out today’s networking is the notworking. There would be no routing if there were no problems on the line. Spam, viruses and identity theft are not accidental mistakes, mishaps on the road to techno perfection. They are constitutional elements of yesterday’s network architectures. Lovink, Gert. (2005), “The Principle of Notworking Concepts in Critical Internet Culture,” p. 10 GLTI.CH Karaoke is not a hack or some fancy programming. It’s taking the front-end of things and trying to make something else. We’ve made the mishmashed world of GLTI.CH Karaoke through play and we hope you’ll sing with us. karaoke, glti.ch (2011), “WHAT IS GLTI.CH KARAOKE?”

Glti.ches are more than aesthetic revelations: as software crashes, or hardware halts to a stutter, the soft underbelly of the notwork is exposed. The trick is to see the glti.ch not as an abhorrence, but as a signal of noisy potential: error and noise are an implicit feature of digital materiality. What Gaston Bachelard called ‘Desire Paths’, physical etchings in our surroundings drawn by the thoughtless movement of (human) feet, also exist online. For those versed in the language of the glti.ch, desire equals subversion and the means of flight – a way to reverse the roles of power. The line of desire in these cases is often laid directly over the enclosed path. Being buffered along by the unruly torrents of technical failure, the true semblance of the glti.ch is impossible to pin down: notwork control mechanisms have desirable unintended effects. The kludge is a hands-on, makeshift solution, to an unpredictable technical or social problem: 100% of cargo cult coders, pirates, glti.ch artists and hackers started out as kludgers. Algorithms that churn your Google search, or offer you potential meta-data with which to imbricate your image collection into the logic of the database, have themselves become actors in the play of human relations. Digital formats as diverse as ePub, DivX, and GIF, and software platforms from the likes of Google, Microsoft or Apple, trace narrative arcs which are themselves transcodable relations. Interruption, stutters and breaks force us into encounters with the world, exposing the circuitry that we as consumers are expected to elude into the background. Digital copies, being copied, forever copying, exert an unruly behaviour that exposes the material world. The most astonishing thing about the notwork is how any order can be maintained in it at all. The more regulations imposed upon the notworks, the more interesting the resulting glti.ches will be in their variation/liberation. Human beings are material entities, buffered by the same stops and starts as the notwork. Participating in the glti.ch, in the artifact that exposes the failure, is to align oneself with material reality. The glti.ch is a social phenomenon.

I want to use a Google Hangout "On Air" for a project, but a tiny limitation is getting in the way. I would like to bypass the 'Press to Talk' functionality with a tiny browser script/hack/modification. My programming knowledge is tiny, but I am sure this could be done super super simply with a script loaded in the browser. Perhaps there's better solution. Any ideas? If you take a look at this screenshot I made of a typical Hangout you can see the 'Press to Talk' button highlighted. (I have also clicked 'Inspect Element' in Chrome and the CSS for this can be seen in the same screen capture.)

This option only appears when users want to watch a YouTube video simultaneously. It exists so that chat doesn't drown out the sound of the video playing. I want to turn it off, or design a script that keeps the button virtually pressed. The script would have to be easy to re-produce, so that people at different locations could install it into their browsers without much hassle.

Could you help me write such a thing? Is it even possible? Perhaps you can direct me to a simpler solution?

Many thanks