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.

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To mark the release of The Legend of Zelda: Tears of the Kingdom, let's look back at the making of Breath of the Wild's open world.

Sources

How the "Open Air" world was created... | Gamer.Ne https://www.gamer.ne.jp/news/201709010048/

Legend of Zelda: Breath of the Wild has become a game... | IGN Japan https://jp.ign.com/cedec-2017/16928/news/botw

The Perfect Game World Born under Nintendo's New Development Approach... | GNN Gamer https://gnn.gamer.com.tw/detail.php?sn=152054

The perfect game world of The Legend of Zelda: Breath of the Wild... | 4Gamer https://www.4gamer.net/games/341/G034168/20170901120/

Did the map for "Zelda" start in Kyoto!? | Game.Watch.Impress https://game.watch.impress.co.jp/docs/news/1078569.html

The Making of The Legend of Zelda: Breath of the Wild Video – Open-Air Concept | Nintendo https://youtu.be/vLMGrmf4xaY

The Legend of Zelda: Breath of the Wild’s map is based on Kyoto | Polygon https://www.theverge.com/2017/3/6/14827832/the-legend-of-zelda-breath-of-the-wild-map-kyoto-japan

=== Credits ===

Music provided by Epidemic Sound - https://www.epidemicsound.com/referral/vtdu5y (Referral Link)

=== Subtitles ===

Contribute translated subtitles - https://amara.org/videos/eB3GnQWpxx4M/

Across the foliated space of the twenty-seven equivalents, Faustroll conjured up into the third dimension: From Baudelaire, E. A. Poe’s Silence, taking care to retranslate Baudelaire’s translation into Greek.

Across the foliated space of the twenty-seven equivalents, Faustroll conjured up into the third dimension: From Baudelaire, E. A. Poe’s Silence, taking care to retranslate Baudelaire’s translation into Greek.

Wisdom is the ability to discern inner qualities and subtle relationships, then translate them into what others recognise as good judgment. If it comes to us at all, wisdom is the product of reflection, time and experience.

Relax with these peaceful visuals from Studio Ghibli! Stream your favorite Studio Ghibli films now on HBO Max!

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In diesem Video geht es um den Salon Digital 10. Dokumentation des 10. Salon Digital an der Hochschule für Künste Bremen am 29.11.2017. Mit Daniel Rourke. / filmische Dokumentation: Eva Klauss Rather than try and solve the problems we face as a planetary species - political and social problems which have been with us for millennia; or problems which come with new, and shiny names like ‘The Anthropocene’ - Daniel Rourke and Morehshin Allahyari, in their #'Additivism project, look to question the very notion of ‘the solution’: asking how the stories our problem come wrapped in are products of particular privileges, identities, and points of view. In this talk Daniel Rourke introduces The 3D Additivist Manifesto and Cookbook, showcasing some of the 'post-solution' projects it contains, and asking difficult questions of how to act once there are no solutions left. What is #Additivism? In March 2015 Allahyari & Rourke released The 3D Additivist Manifesto, a call to push the 3D printer and other creative technologies, to their absolute limits and beyond into the realm of the speculative, the provocative and the weird. The 3D Additivist Cookbook is composed of responses to that call, an extensive catalog of digital forms, material actions, and post-humanist methodologies and impressions. - The program for Digital Media at the University of the Arts Bremen launched a regular series of salon-style gatherings titled “Spectacle: Reenactments in the Arts, Design, Science and Technology.” The events have an open format and provide a forum for experiments, presentations and performances from a range of different fields, but with a common focus on old and new media, as well as technologies. The salon thereby enables a practice of reenactment as a way to make things past and hidden visible, present and also questionable. Contemporary new technologies and media seem to cover knowledge with complex layers of materials, code/sign systems and history/organization. Reenacting can translate obscured knowledge, ideas and theories into bodies and actions. At the heart of this conceptual approach is a desire to turn past events into present experiences—although the very nature of the past prohibits such an endeavor. The salon pursues the primary goal of opening closed systems and constructions (black boxes). Global power structures, as well as complex processes in development and production—leading to hermetic constructs—have made it even harder to understand science, economy and contemporary media, as well as new technologies. Recipients therefore tend to mostly grasp only their superficial level. The spectacle is a way to condense actions and processes. Reenactment, on the other hand, builds on repetition and history. But the spectacle is a moment in the here and now where everything flows together and culminates. Organised by: Andrea Sick, Ralf Baecker und Dennis Paul salon-digital.comCast: Digitale Medien KuD der HfK

The New Observatory opened at FACT, Liverpool on Thursday 22nd of June and runs until October 1st. The exhibition, curated by Hannah Redler Hawes and Sam Skinner, in collaboration with The Open Data Institute, transforms the FACT galleries into a playground of micro-observatories, fusing art with data science in an attempt to expand the reach of both. Reflecting on the democratisation of tools which allow new ways of sensing and analysing, The New Observatory asks visitors to reconsider raw, taciturn ‘data’ through a variety of vibrant, surprising, and often ingenious artistic affects and interactions. What does it mean for us to become observers of ourselves? What role does the imagination have to play in the construction of a reality accessed via data infrastructures, algorithms, numbers, and mobile sensors? And how can the model of the observatory help us better understand how the non-human world already measures and aggregates information about itself? In its simplest form an observatory is merely an enduring location from which to view terrestrial or celestial phenomena. Stone circles, such as Stonehenge in the UK, were simple, but powerful, measuring tools, aligned to mark the arc of the sun, the moon or certain star systems as they careered across ancient skies. Today we observe the world with less monumental, but far more powerful, sensing tools. And the site of the observatory, once rooted to specific locations on an ever spinning Earth, has become as mobile and malleable as the clouds which once impeded our ancestors’ view of the summer solstice. The New Observatory considers how ubiquitous, and increasingly invisible, technologies of observation have impacted the scale at which we sense, measure, and predict. Citizen Sense, Dustbox (2016 – 2017). The New Observatory at FACT, 2017. Photo by Gareth Jones. The Citizen Sense research group, led by Jennifer Gabrys, presents Dustbox as part of the show. A project started in 2016 to give residents of Deptford, South London, the chance to measure air pollution in their neighbourhoods. Residents borrowed the Dustboxes from their local library, a series of beautiful, black ceramic sensor boxes shaped like air pollutant particles blown to macro scales. By visiting citizensense.net participants could watch their personal data aggregated and streamed with others to create a real-time data map of local air particulates. The collapse of the micro and the macro lends the project a surrealist quality. As thousands of data points coalesce to produce a shared vision of the invisible pollutants all around us, the pleasing dimples, spikes and impressions of each ceramic Dustbox give that infinitesimal world a cartoonish charisma. Encased in a glass display cabinet as part of the show, my desire to stroke and caress each Dustbox was strong. Like the protagonist in Richard Matheson’s 1956 novel The Shrinking Man, once the scale of the microscopic world was given a form my human body could empathise with, I wanted nothing more than to descend into that space, becoming a pollutant myself caught on Deptford winds. Moving from the microscopic to the scale of living systems, Julie Freeman’s 2015/2016 project, A Selfless Society, transforms the patterns of a naked mole-rat colony into an abstract minimalist animation projected into the gallery. Naked mole-rats are one of only two species of ‘eusocial’ mammals, living in shared underground burrows that distantly echo the patterns of other ‘superorganism’ colonies such as ants or bees. To be eusocial is to live and work for a single Queen, whose sole responsibility it is to breed and give birth on behalf of the colony. For A Selfless Society, Freeman attached Radio Frequency ID (RFID) chips to each non-breeding mole-rat, allowing their interactions to be logged as the colony went about its slippery subterranean business. The result is a meditation on the ‘missing’ data point: the Queen, whose entire existence is bolstered and maintained by the altruistic behaviours of her wrinkly, buck-teethed family. The work is accompanied by a series of naked mole-rat profile shots, in which the eyes of each creature have been redacted with a thick black line. Freeman’s playful anonymising gesture gives each mole-rat its due, reminding us that behind every model we impel on our data there exist countless, untold subjects bound to the bodies that compel the larger story to life.

James Coupe, A Machine for Living (2017). The New Observatory at FACT, 2017. Photo by Gareth Jones. Natasha Caruana’s works in the exhibition centre on the human phenomena of love, as understood through social datasets related to marriage and divorce. For her work Divorce Index Caruana translated data on a series of societal ‘pressures’ that are correlated with failed marriages – access to healthcare, gambling, unemployment – into a choreographed dance routine. To watch a video of the dance, enacted by Caruana and her husband, viewers must walk or stare through another work, Curtain of Broken Dreams, an interlinked collection of 1,560 pawned or discarded wedding rings. Both the works come out of a larger project the artist undertook in the lead-up to the 1st year anniversary of her own marriage. Having discovered that divorce rates were highest in the coastal towns of the UK, Caruana toured the country staying in a series of AirBnB house shares with men who had recently gone through a divorce. Her journey was plotted on dry statistical data related to one of the most significant and personal of human experiences, a neat juxtaposition that lends the work a surreal humour, without sentimentalising the experiences of either Caruana or the divorced men she came into contact with. Jeronimo Voss, Inverted Night Sky (2016). The New Observatory at FACT, 2017. Photo by Gareth Jones. The New Observatory features many screens, across which data visualisations bloom, or cameras look upwards, outwards or inwards. As part of the Libre Space Foundation artist Kei Kreutler installed an open networked satellite station on the roof of FACT, allowing visitors to the gallery a live view of the thousands of satellites that career across the heavens. For his Inverted Night Sky project, artist Jeronimo Voss presents a concave domed projection space, within which the workings of the Anton Pannekoek Institute for Astronomy teeter and glide. But perhaps the most striking, and prominent use of screens, is James Coupe’s work A Machine for Living. A four-storey wooden watchtower, dotted on all sides with widescreen displays wired into the topmost tower section, within which a bank of computer servers computes the goings on displayed to visitors. The installation is a monument to members of the public who work for Mechanical Turk, a crowdsourcing system run by corporate giant Amazon that connects an invisible workforce of online, human minions to individuals and businesses who can employ them to carry out their bidding. A Machine for Living is the result of James Coupe’s playful subversion of the system, in which he asked mTurk workers to observe and reflect on elements of their own daily lives. On the screens winding up the structure we watch mTurk workers narrating their dance moves as they jiggle on the sofa, we see workers stretching and labelling their yoga positions, or running through the meticulous steps that make up the algorithm of their dinner routine. The screens switch between users so regularly, and the tasks they carry out as so diverse and often surreal, that the installation acts as a miniature exhibition within an exhibition. A series of digital peepholes into the lives of a previously invisible workforce, their labour drafted into the manufacture of an observatory of observations, an artwork homage to the voyeurism that perpetuates so much of 21st century ‘online’ culture.

The New Observatory at FACT, 2017. Learning Space. Photo by Gareth Jones. The New Observatory is a rich and varied exhibition that calls on its visitors to reflect on, and interact more creatively with, the data that increasingly underpins and permeates our lives. The exhibition opened at FACT, Liverpool on Thursday 22nd of June and runs until October 1st.

This article contains extensive descriptions of vaginas and might be NSFW, depending on your place of work. Growing up, Japanese artist Rokudenashiko ― who uses a pseudonym that translates to “good-for-nothing” ― never said the word manko, or vagina, out loud. No one really did.

For the past ten years, I’ve been editing professionally. Yet one question always stumps me: “How do you know when to cut?” And I can only answer that it’s very instinctual. On some level, I’m just thinking and feeling my way through the edit. So today, I’d like to describe that process: how does an editor think and feel?

A very special thanks to David Poland for the use of DP/30 clips. And a very special thanks to Aso for the use of his music.

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Music: Aso - Soul Traveling (Freddie Joachim Remix) Harry James - I’ve Heard That Song Before Harry James - You Made Me Love You Shigeru Umebayashi - Yumeji's Theme Aso - Jazz Intro Nujabes - Perfect Circle (Instrumental) George Benson - On Broadway (Live)

Interview Clips: DP/30 Michael Kahn (2011) https://www.youtube.com/watch?v=xjdOG-w0Zz4 Michael Caine - Acting in Film (1987) https://www.youtube.com/watch?v=bZPLVDwEr7Y DP/30 Thelma Schoonmaker (2013) https://www.youtube.com/watch?v=KIKRcV4kHzg DP/30 Thelma Schoonmaker (2011) https://www.youtube.com/watch?v=KgXcpZqQy8M BAFTA - Walter Murch on Editing (2013) https://www.youtube.com/watch?v=WcBpXLNmS3Q

Recommended Reading & Viewing: On Film Editing by Edward Dmytryk http://amzn.com/dp/0240517385 Cut to the Chase by Sam O’Steen & Bobbie O’Steen http://amzn.com/dp/094118837X In the Blink of an Eye by Walter Murch http://amzn.com/dp/1879505622 The Conversations with Walter Murch by Michael Ondaatje http://amzn.com/dp/0375709827

Help us caption & translate this video!

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Suspicious emails: unclaimed insurance bonds, diamond-encrusted safe deposit boxes, close friends marooned in a foreign country. They pop up in our inboxes, and standard procedure is to delete on sight. But what happens when you reply? Follow along as writer and comedian James Veitch narrates a hilarious, months-long exchange with a spammer who offered to cut him in on a hot deal.

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http://www.egs.edu/ Catherine Malabou, philosopher and writer, A philosophical approach to the proposed geological epoch called as the Anthropocene.

Public open lecture for the students and faculty of the European Graduate School EGS Media and Communication Studies department program Saas-Fee Switzerland Europe. 2015.

Catherine Malabou, Ph.D., is an important contemporary French philosopher. Catherine Malabou was born in 1959 and is a former student at the École normal supérieure (ENS) of Fontenay-Saint-Cloud in Lyon, France. ENS schools are regarded as some of the most prestigious French schools for humanities studies. Before that Catherine Malabou was educated in Paris at the renown Sorbonne University.

Catherine Malabou passed her agrégation in philosophy (French University high-level competitive examination for the recruitment of professors and often the gateway to Ph.D. study). Catherine Malabou wrote her dissertation on Georg Wilhelm Friedrich Hegel (1770-1831) under the direction of the critical French philosopher Jacques Derrida (1930-2004), completing it on December 15 1994. The thesis was published in 1996 under the title “L’Avenir de Hegel, plasticité, temporalité, dialectique” and was prefaced by Derrida with a text entitled “Le temps des adieux: Heidegger (lu par) Hegel (lu par) Malabou” (“A time for farewells: Heidegger (read by) Hegel (read by) Malabou”). Catherine Malabou’s doctoral dissertation was eventually published in both Japanese and English (2005, “The Future of Hegel: Plasticity, Temporality and Dialectic”).

More recently, Catherine Malabou published with the eminent American critical thinker Judith Butler (1956-) a book in French entitled “Sois mon corps” (2010), not yet published in English but which can translate as “Be My Body”. The two thinkers give us a contemporary reading of domination and servitude in Hegel. They ask about who has not ever dreamed or feared, desired or dreaded to delegate one’s body? That is to say, asking or ordering someone else: be my body, carry it in my place, feed it, cultivate it, shape it. According to Judith Butler and Catherine Malabou such request and order are those which the master gives the slave in Hegel’s “The Phenomenology of Spirit” (1807). In this way, the dialectic of domination and servitude must be understood as a scene of delegation and denial of the body. But they also want to ask two opposite and yet inextricable questions: do we ever manage to completely detach oneself from one’s body? And on the contrary, are we ever completely attached to it? From Hegel to Michel Foucault (1926-1984), Jacques Derrida and Alexandre Kojève (1902-1968), these issues are tackled in all their modalities.

There isn't a lot of space stuff in ILSVRC12, so pretrained Googlenet has some serious trouble classifying stars, planets and the Enterprise.

Imagenet-pretrained Googlenet. Top three classifications translated into text for each frame. The classification marked with an asterisk is the top choice. Green color indicates that the network is relatively sure about the classification (neuron value above threshold and at least 10% above the second candidate).

In March, Slate Magazine's Seth Stevenson provided a public service when he borrowed a Solidoodle 4, pitched as the "accessible", "affordable" 3D printer, and attempted to print a bottle opener from Thingiverse.

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.

I am privileged to be involved in Ways of Something: an incredible collaboration between artist Lorna Mills and (currently) 85 artists. Episode 3 will have its World Premiere at The Photographer’s Gallery, London, on February 12th 2015. 85 web-based artists remake John Berger’s historic documentary ‘Ways of Seeing’ (1972) one minute at a time. Originally commissioned by The One Minutes, at Sandberg Instituut in Amsterdam and compiled by Lorna Mills, the episodes present a sequence of 3D renderings, filmic remixes, videos and webcam performances which subvert the tropes of art history in an entertaining and overwhelming way. Followed by a Q&A between Julia van Mourik, director of The One Minutes and Lorna Mills via Skype.

Artists in Episode 1 1: Daniel Temkin, 2: Rollin Leonard, 3: Sara Ludy, 4: Rhett Jones, 5: Jaakko Pallasvuo, 6: Dafna Ganani, 7: Jennifer Chan, 8: Rea McNamara, 9: Theodore Darst, 10: Matthew Williamson, 11: Hector Llanquin, 12: Christina Entcheva, 13: V5MT, 14: Marisa Olson, 15: Joe McKay, 16: Carla Gannis, 17: Nicholas O’Brien, 18: Eva Papamargariti, 19: Rosa Menkman, 20: Kristin Lucas, 21: Jeremy Bailey & Kristen D. Schaffer, 22: Giselle Zatonyl, 23: Paul Wong, 24: Alfredo Salazar-Caro, 25: Sally McKay, 26: RM Vaughan & Keith Cole, 27: Andrew Benson, 28: Christian Petersen, 29: Faith Holland, 30: Jennifer McMackon Artists in Episode 2 1: Kevin Heckart, 2: Geraldine Juarez, 3: Gaby Cepeda, 4: Angela Washko, 5: Emilie Gervais, 6: LaTurbo Avedon, 7: Lyla Rye, 8: Mattie Hillock, 9: Antonio Roberts, 10: Georges Jacotey, 11: Daniel Rourke, 12: Sandra Rechico & Annie Onyi Cheung, 13: Yoshi Sodeoka, 14: Alma Alloro, 15: LoVid, 16: Andrea Crespo, 17: Ad Minoliti, 18: Arjun Ram Srivatsa, 19: Carrie Gates, 20: Isabella Streffen, 21: Esteban Ottaso, 22: ZIL & ZOY, 23: Hyo Myoung Kim, 24: Jesse Darling, 25: Tristan Stevens, 26: Erica Lapadat-Janzen, 27: Claudia Hart, 28: Anthony Antonellis Artists in Episode 3 1: Carine Santi-Weil, 2: Nicolas Sassoon, 3: Tom Sherman, 4: Kim Asendorf and Ole Fach, 5: Rafaela Kino, 6: Alex McLeod, 7: Kate Wilson and Lynne Slater, 8: Aleksandra Domanović, 9: Systaime, 10: Erik Zepka, 11: Adam Ferriss, 12: Rodell Warner and Arnaldo James, 13: Debora Delmar, 14: Brenna Murphy, 15: Nick Briz, 16: Carlos Sáez, 17: Jenn E Norton, 18: Juliette Bonneviot, 19: Luis Nava, 20: Vince McKelvie; 21: Claudia Maté 22: Evan Roth, 23: Shana Moulton, 24: Sabrina Ratté, 25: Jordan Tannahill, 26: Vasily Zaitsev feat.MON3Y.us, 27: Ann Hirsch REVIEWS - Read an interview with Lorna Mills about Ways Of Something on The Creators Project. Read here. - Ben Davis wrote an essay looking at the first two episodes on artnet. Read here. - The project was also featured by Animal New York here.

Julia van Mourik is an independent curator and editor, based in Amsterdam. Since 1999, she has produced visual arts projects and has composed programmes and publications, exploring new possibilities for presenting the moving image. She is Director of The One Minutes, a place for artists to experiment, to produce and to present within the inexorable limit of 60 seconds, hosted by Sandberg Instituut, Masters of Art and Design in Amsterdam (NL). She is also director of the Lost & Found programme, where artists show material that doesn’t fit comfortably into regular gallery contexts, that seems out of place. And she is Adviser to the to the Dutch Cultural Media Fund, promoting the development and production of high-quality artistic programmes by the national public broadcasting corporations. Lorna Mills has actively exhibited her work internationally in both solo and group exhibitions since the early 1990’s. Her practice has included obsessive Ilfochrome printing, obsessive painting, obsessive super 8 film & video, and obsessive on-line animated GIFs incorporated into restrained off-line installation work. She has also co-curated monthly group animated GIF projections with Rea McNamara for the Sheroes performance series in Toronto, a group GIF projection event When Analog Was Periodical in Berlin co-curated with Anthony Antonellis, and a touring four person GIF installation, :::Zip The Bright:::, that originated at Trinity Square Video in Toronto. In June 2013, Mills opened a solo exhibition ‘The Axis of Something’ at TRANSFER, her work was exhibited by the gallery at the Moving Image Art Fair NYC in March 2014, and her second solo show for TRANSFER is currently in development for 2015.  Her most recent solo project was Ungentrified a large GIF projection installation at OCADU in Toronto for Nuit Blanche. £7 / £4 concs Episodes 1 and 2 are produced by The One Minutes at the Sandberg Instituut in Amsterdam. Episode 3 is produced by Lorna Mills.        

I wrote a short piece for Grafik Magazine’s Screenshot feature: Moravec’s Paradox states that ‘low-level’ sensorimotor skills require far more computational resources than ‘high-level’ abstract reasoning. In general terms, this translates into the doctrine that computers are very good at solving some types of problems, humans at others. Picking out the face of a loved one in a packed crowd and walking over to embrace them is laughably easy for a human to do, but not a robot. Alternatively, calculating the square-root of 1,276,433,9 takes a cheap pocket calculator a few nanoseconds. As for a human? Well, try it out for yourself * Sustained by these principles, a new breed of machine/human hybrid systems have begun infecting our social and economic networks. Rather than imitate tasks that humans can do effortlessly, these programs are built to work with us, allowing the distinct strengths of human and ‘artificial’ intelligences to coalesce. One particularly intriguing example of this is the reCaptcha password system. Maintained by Google, reCaptcha is employed hundreds of millions of times every day, according to Google’s own promotional blurb, to ‘stop spam, read books’. You yourself — perhaps without knowing it — have taken part in a vast online act of computation, donating a short burst of your highly evolved pattern recognition skill to Google’s project of digitising every one of the world’s printed books. The reCaptcha system is doubly fascinating in regards Moravec’s Paradox because it marks the meeting-point between low-level and high-level computable problems. Every password is guessable given enough time and computer resources. Alternatively, the smudged word on page 286, line forty three of the Magna Carta is incredibly difficult for a computer to recognise. If it fails, a different smudge with a different ‘solution’ is pulled from the database, ensuring your email account remains secure. Whilst determining whether or not you are a human the reCaptcha software quietly hijacks your biological brain, translating the task it has been allotted to protect your data into a moment of distributed, invisible labour. The question is: who or what is using who or what, for what or whom? Systems like reCaptcha could be hailed as the birth of a ‘world brain’: a thinking web connecting everyone on Earth into a vast meta-mind capable of incredible feats of computation. The truth, however, is both far more mundane and far more profound in its implications. A generation or two ago we envisaged the future as a place where intricate machines would carry out most menial tasks, leaving humans free to contemplate their place in the universe, embrace loved ones in crowds, and sunbathe under the depleted ozone layer. Instead, we have inherited a world where humans carry out menial tasks at the bequest of machines, whilst maintaining the illusion that it is we, personally, who have benefited from each transaction. Every click and swipe of your finger is a collaboration between invisible entities — corporate, synthetic or not-even-invented yet. Next time you scan your own produce at the supermarket, track your eating and exercise habits, and upload them to a corporately maintained database, follow the advice of a piece of software on which stock to sell, or which car to buy, search Google for a weird string of misspelt terms, or retweet a Twitter bot, you are taking part in a vast experiment that has already evolved beyond any single person or machine’s ability to comprehend. The future of information is augmented, symbiotic, invisible and incessant. But does it belong to users? Corporations? Or semi-autonomous machines? Only you and your synthetic assistants can decide. * The answer, according to my smartphone, is 3572.7215116770576

In March, Slate Magazine's Seth Stevenson provided a public service when he borrowed a Solidoodle 4, pitched as the "accessible", "affordable" 3D printer, and attempted to print a bottle opener from Thingiverse.

Sam Meech @videosmithery .@therourke @hoodedu Tolkien vs Orwell slate.com/articles/news_…