Hi, woke moralists! In today’s episode, we take a look at Jordan Peterson through the lens of Jungian archetypes – just as he would want – and explore some of his other ideas about climate change, gender, marriage, hierarchies, and lobsters. Don’t check the timecode!

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Chapters: 00:00 - Intro 8:53 - Jordan Peterson Is Not A Climate Expert 19:24 - Jordan Peterson Demands That You Respect His Bigotry 26:28 - Who, What, Why, and How is Jordan Peterson? 34:56 - The Persona 1:28:44 - The Shadow 2:00:47 - The Anima And Animus 2:34:13 - The Self

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Art takes a unique combination of skill, creativity the very human element of aesthetic taste. But what if the visual arts also fall to AI. In this episode we discuss Dall-E 2, a powerful text to image generator that's set to shake things up.

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Sources:

https://cdn.openai.com/papers/dall-e-2.pdf

https://fortune.com/2022/04/06/openai-dall-e-2-photorealistic-images-from-text-descriptions/

https://www.engadget.com/open-a-is-dall-e-2-produces-fantastical-images-of-most-anything-you-can-imagine-170056814.html

https://www.engadget.com/the-morning-after-open-ai-dall-e-2-images-111840375.html

https://towardsdatascience.com/generating-images-from-prompts-using-clip-and-stylegan-1f9ed495ddda

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In this episode, Chelsea speaks with Dan Olson from @Folding Ideas to discuss his recent explainer video on the danger of crypto and NFTs.

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Isaac Newton apocryphally discovered his second law – the one about gravity – after an apple fell on his head. Much experimentation and data analysis later, he realised there was a fundamental relationship between force, mass and acceleration.

Songwriter and bass connoisseur Thundercat takes an in-depth look at some of his favorite bass lines of all time. From Cream's "Sunshine of Your Love" to The Brothers Johnson's "Strawberry Letter 23," Thundercat breaks down just what makes them so spectacular.

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This paper on GIFs and screen-based compulsion is a very extended follow-up to a short, but widely disseminated, piece I wrote in 2011: On the Doctrine of the Similar (GIF GIF GIF). It is presented here as a draft, since I never published this paper officially. I hope it is useful/interesting for GIF lovers everywhere. Rather than designate high resolutions and white-knuckle optical speeds as representative of 21st Century techno-cultural immersion, I consider animated GIFs a more contemporary medium. From their origins in the early 90s as simple linguistic stand-ins animated GIFs have diversified along with the web that birthed them. They correspond quickly and directly, and lend themselves to constant mutation and (re)assemblage at the hands of their producers and consumers; blurring the distinction between these identities along the way. Their poor visual fidelity is made up for by their propensity to repeat and cycle in lieu of the actions and expressions they harbour. By allowing us to wallow in their remixed repetitions animated GIFs feed on the human susceptibility to resemblance and recognition, even as their surface affect remains distanced from any particular media origin. As Sally Mckay describes, “GIFs are simultaneously ‘in your face’ and in your mind, their affects continuous with the immersive experience of daily internet use.” [1] This status enables GIFs as a metaphor for contemporary techno-culture itself, framing our distributed, multimedial space-time in staged, repeatable, and digestible patterns. In its early days, cinema was considered capable of immobilising the world for the purposes of human appreciation and enchantment. Eadweard Muybridge sought to isolate the gallop of the horse from its particular being in time and space, so that it was forever framed for our experience. Today a million versions of Muybridge’s horse careen around the web as animated GIFs of questionable quality, flashing fleetingly, but often, on screens that scroll in multiple dimensions. In turn pictures, depictions and imitations have given way to motions, evocations and impressions, mixing the shared memory of our collective experiences at ever greater speeds, distances and – most importantly – correspondences than ever before. As Daniel Rubinstein points out the content of an animated GIF “can be figurative or abstract, lyrical or macabre, but… the primary materials that the GIF artist uses are rhythm and repetition…” [2] An aesthetics not necessarily of surface reception, but of delivery, temporality and the patterns of configuration. A patterning that calls to mind the work of Walter Benjamin, who argued that metre, rhythm and other heterogeneous impressions had a significant impact on human modes of intuition and experience. [3] It is fascinating to consider Benjamin’s early essays, especially his The Doctrine of the Similar from 1933, in relation to his more widely read work on film. Having established the process by which humans became ensconced in what Susan Buck-Morss calls a “new nature… of matter as it has been transformed by” technology, [4] Benjamin went on in The Work of Art (1936) [5] to explore the significance this technologised environment has on the human “mimetic faculty.” [6] In two 1933 essays Benjamin argues that ‘primitive’ language emerged in magical correspondence with the world. From the surface of the starry sky, or the intestines of a sacrificed animal, early humans “read what was never written,” [7] deriving mystical revelations from the constellations and signatures perceived there. [8] Configurations between patterns were what determined legibility, not just because they carried an intended meaning – being ‘written’ there by the Gods, for instance – but because similarities ‘flash up’ speculatively in the human mind: So speed, the swiftness in reading or writing which can scarcely be separated from this process, would then become… the effort or gift of letting the mind participate in that measure of time in which similarities flash up fleetingly out of the stream of things only in order to become immediately engulfed again. [9] “Nature creates similarities,” and as such, humans being of nature, are driven by a mimetic compulsion “to become and behave like something else,” [10] projecting that same compulsion into the world around them. This compulsion manifested itself in group dances, as song and spoken language, and later, as writing, eventually flattening the speculative space of mimetic experience into inscriptions on stone, vellum, or paper. As Howard Caygill observes: Configuration is thus transformed into inscription, reducing the speculative reading of the similarity between patterns into the transcendental reading of graphically inscribed marks upon an infinite but bounded surface. [11] Like the writing that Benjamin believed ‘captured’ human beings and their mimetic faculty, animated GIFs point to a new type of inscription, born of, and infinitely responsive to itself. We enter into this whether or not we wish too, each time we navigate a browser window, or slide our fingers across a smartphone screen. We are as malleable as our nature. A physiological suspense beckoning from the screen that animated GIFs turn around and loop – indefinitely – as a reminder of their own attention. In creating and sharing GIFs we add depth to the flat surfaces through which the internet is received. We may be ensconced in this space, and pulled along by it, but it is a space whose apparent distribution across screens, browser windows, and multiple devices too readily gestures to our bodies and selves as being fully individuated, rather than to the whole assemblage of which both our bodies, devices, and the images that play between them, are a part. Benjamin believed that, rather than allowing us to attain mastery over nature, technologies such as film give us an awareness over our relationship with nature through the processes of “material complexification.” [12] For Benjamin this training was akin to the relationship between factory workers and the production line, where the ratchet of the gears and conveyors program the workers’ bodies, fusing them together into a larger assemblage. The successive frames of film, made to spool through the mechanism one after the other at imperceptible speed, create an illusion of temporal and spatial fluidity that shock us into an awareness of the complex relation between our psychic and physiological realities. As R.L Rutsky lucidly explains, “this scattered, interrupted filmic reception becomes part of the human sensorium or body… a body that is no longer distanced from—or entirely separate from—the images and shocks that it comes into contact with.” [13] Constituted by what Anne Friedberg describes as a “mobilized and virtual gaze,” [14] filmic subjectivity has often been considered to correspond to the supposed sovereignty of the consumer, predicated on the promise of an enhanced mobility and freedom of choice across a dizzying array of goods and spectacles. Time and space themselves became filmic, opening up onto new mimetic correspondences discoverable in everything from the high-speed montage of flowers in bloom, to the slowed down and isolated gallop of Muybridge’s horse. Cinema goers attain all the nobility of flâneurs exploring endless arcades of experience without ever having to leave their seats. As R.L. Rutsky argues, the audience ‘becomes’ through this collective “state of distraction,” defined by “its ability to ‘take up’ these images in much the same way that the film apparatus does.” [15] And so the mimetic faculty itself achieves a kind of mechanisation in the mass spectacle of moving images, able to reveal correspondences at speeds and densities hitherto impossible to conceive. In the words of Mark Hansen: Despite the vast acceleration of image circulation in the historical interval separating Benjamin’s moment from ours, his effort to grapple with the material impact of… autonomous images remains exemplary: it com­prises an indispensable model that can guide us in our efforts to forge con­nections with our alienating, postimaginary material world. [16] Whereas the mimetic faculty had originally come to correspond with nature through theological ritual or script, with this second nature – of what Mark Hansen calls “the mechanosphere” [17] – the correspondence is material, and sensuous. Our receptivity is physiological, our bodies are shared, and our memories – now dependent on the “alien rhythms” [18] of montage – have become intricately woven into the machine as images. In turn, as noted by Arthur Kroker, “the image machine is haunted by memories of the body,” [19] bodies that depend on the fidelity, malleability and repeatability of film, videotape, and more recently, digital forms of media for their existence. As with its filmic ancestors, animated GIFs often frame fragmented images of time in snippets of montage, giving what Gilles Deleuze termed “common standard of measurement to things which do not have one,” framing “long shots of countryside and close-ups of the face, an astronomical system and a single drop of water” [20] within a single perceptual apparatus. The train whips by on the silver screen, but the instant of each image impacting us is lost as the play of further images moves onwards through experience. As Steven Shaviro has insisted, we “have already been touched by and altered by these sensations, even before [we] have had the chance to become conscious of them.” [21] But unlike filmic time, made to reel at 24 frames per second, the GIF’s loading mechanism introduces a more awkward temporal component into perception: that of bandwidth. Standardized in 1987 by CompuServe, the GIF’s early popularity was based, in part, on their ability to load in time with its download. In the days of dial-up connections this meant that at least part of a GIF image would appear before the user’s connection froze, or – more significantly – the user could see enough of the image for it to mean something. In 1989 Compuserve updated GIFs to use this ‘partial loading’ mechanism to encode animations within a single GIF file. In essence, the hacky update transformed a two dimensional spatial loading mechanism into a three dimensional temporal one. A file format designed to harness correspondences within each single image had become about correspondences between and across images. According to Jason Eppink in 1995 Netscape Navigator, an early popular web browser, “took advantage of [this mechanism] to enable looping, making the GIF viable for animation online over dial-up speeds.” [22] Small in size and made up of few frames, this is where animated GIFs entered their ‘classic’ [23] phase. Corresponding to single phrases or concepts such as ‘Under Construction’, ‘Area 51’ or ‘flying pink unicorn’, the era of personal web pages saturated with spinning hamsters is one anybody born after 1990 will little remember, but its influence on the contemporary ‘folk’ attitude of the web has not abated. As the 2000s came into view, animated GIFs became freed up by an increase in bandwidth and storage capacity to show more complex assemblages, and it was at this stage that the format achieved its common contemporary use as a vehicle for moments framed from cinema, television and – increasingly – video websites like YouTube. Frame grab or video capture GIFs often pay homage to isolated moments in pop culture, but as the ‘craft’ of animated GIFs has grown, so the frame capture form has begun to correspond well outside the filmic and televisual contexts from which they were first appropriated. This leap is, for me, the first point at which GIFs begin to co-ordinate their own realm of mimetic correspondence. An ocean of viral videos turned into a self-serving visual vernacular, looping back on itself ad infinitum. Brought on by their obsolescence, animated GIFs are among the most contradictory of images, able to resist the rigid taxonomies of the burgeoning algorithmic economy, even as they are turned into ‘clickbait’ by sites like BuzzFeed, [24] who rely on them to flash on screens kept in motion by the compulsive scroll of a mouse, or – increasingly – a finger or thumb. From our vantage point, subsumed by the impact of a high-bandwidth internet culture, animated GIFs [25] seem quaint, clumsy, even remedial in their capacity to transmit information. GIFs are easy to share and edit, but difficult for search engines to classify and catalogue. They are usually small in size, but their popularity exerts a significant load on the web servers that host them. As internet speeds have increased, and screen resolutions soared in depth, GIFs have remained; flickering endlessly as visual reminders of the ubiquitous mess the internet has become. Users of sites like Tumblr, 4chan, and Reddit revel in the capacity of GIFs to quickly correspond to the world, capturing token moments of experience or expression that signal well beyond their original context. Images can be made to correspond with increasing immediacy; can be cut, copied, stretched, collected and forced to clash in violent juxtaposition through Photoshopping, embedding, and multiple recompressions, using software interfaces that themselves are infinitely malleable. As Sarah Kember and Joanna Zylinska argue in Life After New Media, one of the principle ways in which we create meaning through matter is by cutting: Cutting reality into smaller pieces – with our eyes, our bodily and cognitive apparatus, our language, our memory, and our technologies – we enact separation and relationality as the two dominant aspects of material locatedness in time. [26] The affect of a GIF is not just felt, but copied and pasted elsewhere; separated and related in never before seen patterns and expressions. GIFs can be broken into their constituent frames, compressed and corrupted on purpose and made to act as archives for viral ‘memetic’ events travelling the web. It is possible to track the cultural development of some of these correspondences. Often though, the source of the cultural moment they hail from becomes completely lost in the play of images. Finding meaning in the semiotic sludge of these GIFs often requires a sensitivity to similitude bordering on the magical, even if their visceral impact is beyond question. Net artists and archaeologists, Olia Lialina and Dragan Espenschied, have long been fascinated by a GIF known as ‘Real_Dancing_Girl’. Indeed, Lialina cites the GIF as a defining impetus in her desire to become a net artist in the first place. [27] Small in size and given to a multitude of purposes and meanings, Real_Dancing_Girl.GIF found her way onto many thousands of personal web pages during the early ‘classic’ GIF era, made to dance alongside a cast of similar pixelated characters. If you blow Real_Dancing_Girl up to a size well beyond the means of a mid-90s desktop monitor to display, it is easy to see a single aberrant pixel that flashes each time she swings her hips to her left. [28] Throughout Real_Dancing_Girl’s 20 something years of propagation around the web this pixel remained, apparently unnoticed, or at least aesthetically accepted by those who added the GIF to their webpages. The pixel in Real_Dancing_Girl indicates the difficulty the network has in determining what communicates and what doesn’t. Its significance may be slight – a punctum to prick the attention of those enraptured by the image – but the aberrant pixel signals how the mimetic faculty tends to shift inwards. In recent homages to the GIF nameless web artists have incorporated the anomalous pixel in their higher resolution remakes, mimicking the movements of Real_Dancing_Girl as their digitised bodies recoil. A playground of correspondences that at first mimicked language and the wider world now mimics itself. As Graig Uhlin notes, narrative correspondence is not the guiding principle of the GIF, rather “the viewer is caught up in the GIF’s temporal suspension: to view is to be captivated.” [29] A 2015 BuzzFeed article entitled Can You Get Through These 17 GIFs Of Massive Zits Being Popped Without Shielding Your Eyes? [30] poses a challenge to the audience that promises bodily affect, relying on the GIF as its primary vehicle. As BuzzFeed is wont to do the article encourages the ‘reader’ to scroll through each animated GIF for no other reason than for the experience it will deliver. The GIFs are knowingly visceral, their careful ‘listicle’ [31] arrangement down the length of the page no less meticulous than the framing of each individual animated GIF on the spectacle of a zit being burst asunder. Here bodies are vast surfaces closed off by each GIF, so that even though the moment of each zit’s (and therefore each body’s) eruption is reduced to its purest semblance, the affect of bodies in their entirety is alluded to and made significant. Each GIF has its own title that celebrates the compulsion of this activity, and the sense of release and relief they represent for the bodies subjected to by each GIF and, in turn, the body of the viewer suspended among them: Doesn’t this make you feel relaxed? Just imagine how gratifying this must feel… How is it possible to feel such disgust and satisfaction at the same time? Yeah, it’s kind of gross to watch… …but there’s no denying there’s something beautiful about these gifs. [32] The audience is encouraged to excerpt their mimetic faculty, to revel in the correspondences between GIFs and eruptions; to find ‘beauty’ in these captivating physiological rhythms. Indeed, the ‘loop’ of each individual zit and its eruption is enhanced by the further repetition of awareness and reception as the tirade of grotesque releases continues. In the zit article we find a paradigm of the click/scroll/repeat reverie that BuzzFeed has become synonymous with. A compulsion to derive affect, and physiological release, in the navigation of lists of what BuzzFeed founder Jonah Peretti calls “upbeat, even childlike content.” [33] In an April 2015 article for Vox Dylan Matthews reflects [34] on the success of BuzzFeed by looking over an academic paper written by Jonah Peretti a decade before the launch of the website. [35] Published in theory journal Negations in 1996 [36] Peretti’s paper uses Frederic Jameson’s Postmodernism and Consumer Society, and Gilles Deleuze and Felix Guattari’s Anti-Oedipus: Capitalism and Schizophrenia to offer a definition of the distributed identities of contemporary consumers. Deleuze, Guattari and Jameson use the figure of the ‘schizophrenic’ [37] to refer to an individual without a defined ego or identity. Jameson saw “the rapid fire succession of signifiers in MTV style media” [38] of the 1980s as serving “to confuse viewers, harm[ing] their ability to use culture to build identities.” [39] Peretti fuses this view with Deleuze and Guattari’s more ‘emancipatory’ take on the egoless schizophrenic: a figure able to resist the pre-packaged identities being offered them by capitalism, and act – effectively – on their own desires. [40] For Dylan Matthews, Peretti’s fused rendering of the schizophrenic offers an insight into the principles behind BuzzFeed. As Peretti himself wrote in his 1996 paper: Capitalism needs schizophrenia, but it also needs egos… The contradiction is resolved through the acceleration of the temporal rhythm of late capitalist visual culture. This type of acceleration encourages weak egos that are easily formed, and fade away just as easily. [41] The zit article exemplifies the plethora of visual identifications that BuzzFeed accelerates through social-media echo chambers. Its skill is to create lists and headlines that everyone and anyone can relate to, and will click and scroll through. “23 Euphoric Moments Literally Everyone Has Experienced”; “23 Times Tumblr Went Way Too Fucking Far”; “19 Euphoric Experiences For Book Lovers”; “21 Things Everyone Who Went To Primary School In Wales Remembers.” Once again the GIF becomes not only the vehicle, but the metaphor of identity destruction and rebirth. A bearer of postimaginary perception, through which – to hijack Walter Benjamin’s insights – “like a flash, similarity appears” [42] only to “become immediately engulfed again.” [43] BuzzFeed is far from the only factory to exploit the qualities of digital media to arrest our attentions, but its success at offering its users new identities that appear to merge and interrelate in an endless, mutating mass is unrivalled. Perhaps its most devastating trick was to recognise compulsion as one of the primary driving forces behind internet navigation, reception and – in conjunction – identity formation. Like the unseen bodies of those zit owning GIF subjects, the listicle format reveals just enough of the shared body of human culture – of Benjamin’s “postimaginary material world” – to produce an affective response in its receivers/users/consumers. An ever expanding multiverse of tiny framed portions of experience cut from context so that they can be shared, digested, and repeated indefinitely. Whether viewed in their original format, or as streamed equivalent, the visceral impact of GIFs is beyond question, extending beyond the browser, altering pop culture, our tastes, and even our aesthetic acuity. The different timescales of media production and reception clash in the animated GIF as in no other medium. It is no coincidence that animated GIFs became the web’s primary mode of packaging and delivering visual humour. Just as a joke is the vehicle for the impact of a punchline, so a GIF encapsulates the potential of the having and sharing of its experience. Not only does the animated GIF allow us to wallow in its repetitions, actuating the moving image event in a conscious awareness of one’s awareness, GIFs also enact two modes of experience in their temporal structures. Firstly, GIFs that load in time with bandwidth build frame by frame the structure of the soon to be experienced experience – outside of cinematic and ‘real’ time, at a changeable pace we could call ‘bandwidth-time’. Secondly, the GIF as a mode of display and redisplay tends towards a perceptual sweet spot in its loops and repetitions. The loop of GIFs counteracts some of the uncontainable immediacy of cinema, enclosing the ‘perfect’ amount of time for “the expression of experience by experience” [44] in the cycle of repeated views. Even as bandwidth has increased to alleviate the limitations of the GIF’s short timespan, rather than lengthen animated GIFs, the web community has responded by increasing the resolution and dimensions of GIFs, allowing their visceral impact to expand, even if the perceptive loop has not. Because of this, GIFs still stand as one of the best indications of bandwidth-time. Through the GIF’s jilting appearance on laptop monitors or smartphone screens, viewers are entered into physiological communion with server banks, optical cables, WiFi signals, and 4G mobile phone masts talking in zeroes and ones via invisible protocols. Whilst digital substrates have increased in their capacity to store, distribute and display information, they have also edged towards invisibility. [45] What matters is that media content is received, and that that reception is smooth and immediate. Whether an animated GIF is composed of a seamless loop or a series of incompatible frames made to jolt against one another, the anchor point at which the GIF repeats has a heightened significance upon its first viewing. The browser window opens onto a single frame, that slips to a few more frames incongruently, until the entire GIF file has been buffered by the computer, at which point the loop begins in earnest. This quality of GIFs reminds us of their origins, even as each nudge towards a seamless loop makes us aware how clunky and clumsy our network architecture still is. Throughout the 2010s the Graphical Interchange Format formalised by Compuserve and Netscape has undergone a series of violent transformations into other, apparently related forms. When a GIF is uploaded to microblogging service Twitter or popular image sharing site imgur, for instance, it is automatically transcoded into MP4 or GIFV video format. The resultant GIF/video hybrid retains the frequency of the original looping animation, but the file can now be started and stopped at will, alleviating part of the strain on the servers given the responsibility of delivering it. These hybrids are still colloquially referred to as ‘GIFs’, even though they retain none of the original coding mechanisms of Compuserve’s format. What’s more, these formats are designed to buffer before they stream, separating us once again from the stutters of bandwidth-time. As Mark Nunes reminds us, Internet traffic is predicated on a logic of unimpeded flow. The network demands maximum throughput, with a minimum of noise, a “free flowing system ultimately [dependant] upon a control logic in which everything that circulates communicates… or is cast aside as abject.” [46] For the network it is beneficial to deny bandwidth-time entirely, casting Internet users aloft in the experience of ‘stream-time’; a control logic more suited to arresting our attentions, in which the future image we are about to receive has always already been determined and buffered by the network. We may then wish to read the anchor point of the GIF loop as a cohort of Roland Barthes’ ‘punctum’ – an off-centre compositional “accident which pricks” [47] our attention. The GIF punctum is one frame piled off-kilter with the rest of the sequence; the frame that lingers in awareness just a moment longer as cinematic and bandwidth-time catch up with one another. Whilst the violent subjugation of the GIF to streamable formats allows the content of the GIF to continue in its loops and correspondences, its potential to mutate is cut short by its transcoding to video. In their ‘original’ format animated GIFs retain each of their frames as if it was a separate file among its partners, so that importing the file into a software editing suite retains the quality and malleability of the whole loop across each individual frame. This means that each copied and pasted GIF carries within itself an unspoken promise of its next adaptation. Although the cut/edit/remix culture of the web does not rely solely on animated GIFs for its expression – one need only browse YouTube for a few moments to find a video that has been bent to several wills before its reception – the GIF’s blunt democratic immediacy is less prevalent across other file formats and modes of viewing. As noted by Giampaolo Bianconni in a 2012 article entitled, GIFability: Dan Harmon, who was… the executive producer of the television sitcom Community, [said] that he tried, “many times a season” to put star Alison Brie “in a situation… that I know is going to end up as an animated GIF file!” [48] What in televisual terms is a few moments of particularly well-crafted action, or an acutely framed humorous facial expression, achieves far greater ubiquity and visibility as an animated GIF overlaid with kitschy text, or other hastily layered editorial additions. The acts of recuperation and appropriation carried out by viewers is now considered an integral component of cultural capital. What matters for images is that they are seen, and the mode of their contemporary reception, increasingly, is in appropriated, poor copies, cut out of context – into GIFs or otherwise. The rise of what Hito Steyerl has termed, the Poor Image, is dependent on two, seemingly contradictory, demands: The networks in which poor images circulate thus constitute both a platform for a fragile new common interest and a battleground for commercial and national agendas… While it enables the users’ active participation in the creation and distribution of content, it also drafts them into production. Users become the editors, critics, translators, and (co-)authors of poor images. [49] For a director like Harmon “poor images” of his work are commercially, and arguably artistically beneficial to its reception. What Bianconi calls the ‘GIF-able’ moment is one that harnesses the flash of mimetic acuity in a viewer and drafts them into a productive mode. Harmon’s decision to give his shots a GIF fidelity calls to mind Walter Benjamin’s conclusions in The Work of Art. And yet instead of filmic images training us in new modes of apperception, it has become the images we see daily on our computer screens, flickering in time with new perceptual proficiencies across screens that scroll in multiple dimensions. Now that images can be exchanged, transmitted, copied and edited at frantic light speeds it becomes commercially important for producers of established media forms, such as television and cinema, to maintain the movement and mutation of their images online. In turn, as users and viewers we should tend to concern ourselves with modes of pro-sumption [50] that wrestle a degree of control back from the media machine. In an article published in July 2015, journalist Cleo Stiller explores the phenomena of ‘microporn GIFs’, ostensibly created by and for women: [51] While GIFs may seem like a flash in the pan—really, how can four seconds turn you on?—the nature of the loop… give[s] the viewer time to notice the caress of a hand floating from neck to shoulder to forearm, the tensing of an abdomen, the arching of a back, and the reflex of a thigh. [52] Each microporn GIF teeters on the verge of something happening, gesturing to the possibility of the sexual event; of eventfulness. And the loop gives these moments an infinite capacity to repeat and thus expand experientially, even if they do not expand narratively. The suspense of the GIF is erotic regardless of its content; each loop is a charged instant of imminence. As evinced by Helen Hester, Bethan Jones, and Sarah Taylor-Harman in their paper on microporn, Giffing a fuck, these tensions – and thus affective pleasures – are not reliant on clumsy narrative arcs for their delivery. The illusion of narrative coherence within and across pornography lends itself to easy categorisation. Pornography then tends to be catalogued with simplistic labels such as ‘threesome’, ‘anal’, or ‘blowjob’ by the websites and services that deliver it, reducing the plethora of erotic acts, human behaviours and experiences to a database of homogeneous and heteronormative search terms. [53] For Hester, Jones, and Taylor-Harman the community of microporn GIF creators represents a line of resistance… …against dominant representations of heterosexual acts, and potentially counters the commercial nature of pornography and its narrative linearity. Here lies the possibility for pornographic consumers to critique and deconstruct such dominant paradigms, choosing for themselves instead the bodies and fragmented sexual inter/activities they desire to see presented. [54] Here the GIF’s tight spatial and temporal framing, coupled with its capacity to travel, mutate and multiply, is empowering. If a desire, a feeling, an expression is GIF-able, then it has the potential to create further desires, feelings, and expressions. Fragmentation then becomes a means to disassemble normative narratives and reconstruct them into a shared techno-body that enables and celebrates the diversity of its components and their correspondences. The resulting loops are interrelational in a way not easily captured by the logic of the database and the search term. According to Sally McKay: Brian Massumi describes affective intensity as a “state of suspense, potentially of disruption. It is like a temporal sink, a hole in time…” [55] This is a moment of incipience, before action is taken, before emotions qualify and retroactively determine the affect. [56] Each GIF evokes an affect not just because of its content, but because its loop winds that content tight like a spring. A GIF is always poised in lieu of a release. This promise to spring back, to evoke and disrupt makes GIFs – microporn or otherwise – one of the web’s most enduring forces. The erotic charge of each GIF unites its creator, sharer and viewers in a non-linguistic discourse. Action is inevitable, reaction is desired, and disruption is to be expected. References & Notes [1] Sally McKay, “The Affect of Animated GIFs (Tom Moody, Petra Cortright, Lorna Mills),” Art & Education, 2005, http://www.artandeducation.net/paper/the-affect-of-animated-gifs-tom-moody-petra-cortright-lorna-mills/. [2] Daniel Rubinstein, “GIF Today,” The Photographer’s Gallery: Born in 1987 Exhibition, June 2012. [3] Howard Caygill, Walter Benjamin: The Colour of Experience (Routledge, 1997), 5. [4] Susan Buck-Morss, The Dialectics of Seeing: Walter Benjamin and the Arcades Project (MIT Press, 1991), 70. [5] Walter Benjamin, “The work of art in the age of its technological reproducibility (1936),” in The work of art in the age of its technological reproducibility, and other writings on media, ed. Michael William Jennings et al. (Cambridge, Mass.: Belknap Press of Harvard University Press, 2008), 19–55. [6] Walter Benjamin, “On the Mimetic Faculty (1933),” in Reflections: Essays, Aphorisms, Autobiographical Writings, 1st Schocken edition edition (New York: Random House USA Inc, 1995), 333–36. [7] Ibid. [8] Anson Rabinbach, “Introduction to Walter Benjamin’s ‘Doctrine of the Similar,’” New German Critique, no. 17 (April 1, 1979): 62, doi:10.2307/488009. [9] Walter Benjamin, “Doctrine of the Similar (1933),” trans. Knut Tarnowski, New German Critique Spring, 1979, no. 17 (April 1, 1979): 65–69, doi:10.2307/488009. [10] Benjamin, “On the Mimetic Faculty (1933).” [11] Caygill, Walter Benjamin, 5. [12] Mark B. N. Hansen, Embodying Technesis: Technology beyond Writing, Studies in Literature and Science (Ann Arbor: University of Michigan Press, 2000), 234. [13] R. L Rutsky, “Allegories of Emergence: The Generative Matrix of Walter Benjamin” (Constructions of the Future, Heidelberg, 2011), 16. [14] Anne Friedberg, “The Mobilized and Virtual Gaze in Modernity: Flaneur/Flaneuse,” in The Visual Culture Reader, ed. Nicholas Mirzoeff, 2. ed, repr (London: Routledge, 2001), 395–404. [15] R. L Rutsky, “Walter Benjamin and the Dispersion of Cinema,” Symploke 15, no. 1–2 (2008): 18, doi:10.1353/sym.0.0017. [16] Hansen, Embodying Technesis, 248. [17] Ibid., 262. [18] Ibid., 266. [19] Arthur Kroker, Body Drift: Butler, Hayles, Haraway (U of Minnesota Press, 2012), 1. [20] Gilles Deleuze, Cinema 1 (Continuum, 2005), 16. [21] Steven Shaviro, The Cinematic Body (Minneapolis: University of Minnesota Press, 1993), 46. [22] J. Eppink, “A Brief History of the GIF (so Far),” Journal of Visual Culture 13, no. 3 (December 1, 2014): 299, doi:10.1177/1470412914553365. [23] For a further breakdown of GIF ‘types’ see: Daniel Rourke, “The Doctrine of the Similar (GIF GIF GIF),” Dandelion 3, no. 1 (January 19, 2012). [24] At its most extreme, ‘clickbait’ is any link that draws a user’s attention with a tempting claim or open question in its headline, only to confront them with vacuous or even misleading content once the sought-after click is granted. Although BuzzFeed’s editor in chief Ben Smith claimed in 2014 that the site “doesn’t do clickbait,” (Ben Smith, “Why BuzzFeed Doesn’t Do Clickbait,” 2014) a compelling argument can be made that BuzzFeed does at the very least rely on what journalist James Hamblin calls “curiosity gaps” (James Hamblin, “It’s Everywhere, the Clickbait,” 2014) in order to elicit the necessary click from internet users. [25] GIF is the file extension and acronym for ‘Graphical Interchange Format’, a subtype of bitmap image encoding. [26] Sarah Kember and Joanna Zylinska, Life After New Media: Mediation as a Vital Process (Cambridge, Mass: MIT Press, 2012), 75. [27] Olia Lialina, “In Memory of Chuck Poynter, User and GIF Maker,” One Terabyte of Kilobyte Age, March 22, 2011, http://blog.geocities.institute/archives/2466. [28] “Real_Dancing_Girl: Who_am_I?,” Tumblr Blog, Real_Dancing_Girl, accessed January 1, 2016, http://realdancingirl.tumblr.com/WHOAMI. [29] Graig Uhlin, “Playing in the Gif(t) Economy,” Games and Culture 9, no. 6 (November 1, 2014): 520, doi:10.1177/1555412014549805. [30] Jamie Jones, “Can You Get Through These 17 GIFs Of Spots Being Popped Without…,” BuzzFeed, July 19, 2015, http://www.buzzfeed.com/jamiejones/gifs-of-cysts-being-popped. [31] The word ‘listicle’ is a portmanteau combination of ‘list’ and ‘article’. See: Jo Christy, “What Is A Listicle?,” Stir Up Media, March 7, 2015, https://web.archive.org/web/20150307191311/http://stirupmedia.co.uk/what-is-a-listicle/. [32] Jones, “Can You Get Through These 17 GIFs Of Spots Being Popped Without…” [33] Andrew Rice and 2013, “Does BuzzFeed Know the Secret?,” NYMag.com, accessed July 21, 2015, http://nymag.com/news/features/buzzfeed-2013-4/#. [34] Dylan Matthews, “BuzzFeed’s Founder Used to Write Marxist Theory and It Explains BuzzFeed Perfectly,” Vox, April 2, 2015, http://www.vox.com/2014/5/20/5730762/buzzfeeds-founder-used-to-write-marxist-theory-and-it-explains. [35] Dylan Matthews builds on a preliminary reading of the paper by Eugene Wolters, “From Deleuze to LOLCats, the Story of the BuzzFeed Guy,” Critical-Theory, April 8, 2013, http://www.critical-theory.com/from-deleuze-to-lolcats-the-story-of-the-buzzfeed-guy/. [36] Jonah Peretti, “Capitalism and Schizophrenia: Contemporary Visual Culture and the Acceleration of Identity Formation/Dissolution,” Winter 1996, http://negations.icaap.org/issues/96w/96w_peretti.html. [37] Much has been written on the inappropriate adoption of the label ‘schizophrenic’ by the likes of Deleuze, Guattari, Jameson and others. It is used here to refer to their definition, rather than the actual illness of schizophrenia as defined by the Diagnostic and Statistical Manual of Mental Disorders. [38] Peretti, “Capitalism and Schizophrenia: Contemporary Visual Culture and the Acceleration of Identity Formation/Dissolution.” [39] Matthews, “BuzzFeed’s Founder Used to Write Marxist Theory and It Explains BuzzFeed Perfectly.” [40] Ibid. [41] Peretti, “Capitalism and Schizophrenia: Contemporary Visual Culture and the Acceleration of Identity Formation/Dissolution.” [42] Benjamin, “On the Mimetic Faculty (1933).” [43] Benjamin, “Doctrine of the Similar (1933).” [44] Vivian Carol Sobchack, The Address of the Eye: A Phenomenology of Film Experience (Princeton, N.J.: Princeton University Press, 1992), 305. [45] R. L Rutsky, High Technē: Art and Technology from the Machine Aesthetic to the Posthuman (Minneapolis, MN: University of Minnesota Press, 1999), 15. [46] Mark Nunes, Error Glitch, Noise, and Jam in New Media Cultures (New York: Continuum, 2011), 5, http://public.eblib.com/EBLPublic/PublicView.do?ptiID=655513. [47] Roland Barthes, Camera Lucida: Reflections on Photography (New York: Hill and Wang, 1981), 27. [48] Giampaolo Bianconi, “GIFABILITY,” Rhizome.org, November 20, 2012, http://rhizome.org/editorial/2012/nov/20/gifability/. [49] Hito Steyerl, “Hito Steyerl, In Defense of the Poor Image / Journal / E-Flux,” E-Flux, no. 11 (November 2009), http://www.e-flux.com/journal/view/94. [50] A portmanteau of ‘producer’ and ‘consumer’, the prosumer, according to George Ritzer and Nathan Jurgenson, represents, “a trend toward unpaid rather than paid labor and toward offering products at no cost… [a] system marked by a new abundance where scarcity once predominated.” G. Ritzer and N. Jurgenson, “Production, Consumption, Prosumption: The Nature of Capitalism in the Age of the Digital ‘Prosumer,’” Journal of Consumer Culture 10, no. 1 (March 1, 2010): 14, doi:10.1177/1469540509354673. [51] Although Stiller concentrates on female microporn creators, it is perhaps more productive to suggest who the community is not made up of i.e. cis-males. This seems to be a much more inclusive take on a category of user created content aligned with resistance to heteronormative classification. This resonates more closely with the assessment of Hester, Jones, and Taylor-Harman in the paper referenced below. [52] Cleo Stiller, “Why Some Women Prefer Their Porn in GIFs,” Fusion, accessed June 16, 2015, http://fusion.net/story/165548/why-women-love-porn-gifs/. [53] Helen Hester, Bethan Jones, and Sarah Taylor-Harman, “Giffing a Fuck: Non-Narrative Pleasures in Participatory Porn Cultures and Female Fandom,” Porn Studies 2, no. 4 (October 2, 2015): 356–66, doi:10.1080/23268743.2015.1083883. [54] Ibid., 361. [55] Brian Massumi, Parables for the Virtual: Movement, Affect, Sensation (Duke University Press, 2002), 26. [56] McKay, “The Affect of Animated GIFs (Tom Moody, Petra Cortright, Lorna Mills).”

DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD DVD - sneak peak...Cast: jonsatromTags: dvd, apple-bottom, apple, horse, apple bottom jeans, glitch, logo, satrom, machinima, dance, new media and old media

http://billwurtz.com

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Or... How To Not Be A Horse. Automation and AI promise to usher in an era of amazing productivity and innovation. But they also threaten our very way of life.

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LINKS LINKS LINKS:

Tony Seba's talk about why transportation and energy will be obsolete by 2030: https://www.youtube.com/watch?v=Kxryv2XrnqM

http://www.chicagotribune.com/classified/automotive/ct-self-driving-cars-now-20160818-story.html

Okuma Automation: https://www.youtube.com/watch?v=3d-kPBbxb0Q

CNet News on the automated Amazon fulfillment centers: https://www.youtube.com/watch?v=UtBa9yVZBJM

Fully Charged - Self-Driving Nissan Leaf: https://www.youtube.com/watch?v=cfRqNAhAe6c

Partial Transcript:

For hundreds, even thousands of years, the horse was humanity’s go-to form of transportation. And in 13 years, that all changed.

Right now, we are on the cusp of a technological disruption that will make the switch from horses to cars look like switching from Coke to Pepsi.

So we talk a lot on this channel about exponential growth, artificial intelligence, the singularity, and that’s a lot of fun, but there is a dark side to all this change, one that really needs to be talked about because the way we respond to it is going to significantly alter our future as a species.

The BBC released a report just a few weeks ago that said that 30% of jobs are going to go away in the next 10 years because of automation.

In the U.S., we’ve heard a lot over the last election about the proverbial coal miners and our current president specifically campaigning to bring back coal jobs.

But coal is just one of hundreds of industries that are taking advantage of employees that can work 24/7, never need a bathroom break, never sleep, never make a mistake and work twice as fast. Oh, and you don’t have to pay them.

Factories already decimated by outsourcing are now losing even more jobs to automation. And as automation becomes more sophisticated, more industries are at risk.

The transportation sector actually makes up 25% of the jobs in the United States, if you can believe that. A full quarter of the population. And autonomous cars… They’re pretty much here, guys.

Famously, the Tesla Model 3, going into production this year, will have autonomous capability, though it may not have the software available, it will have the hardware ready for it.

But less famously, there are a lot of other car companies trying to beat Tesla to market with this. Nissan has a fully self-driving prototype in development that they took a drive in on Fully Charged and it was spooky how good it was.

Cadillac is so bullish on self-driving technology, they spent millions of dollars to create a lidar map of every highway in the United States using their own proprietary system.

This way their cars won’t just rely on sensors and GPS to find their way, the Cadillac system will contain a 3D map of everything, including the roadsigns.

Google’s working on a car, Apple supposedly is working on a car, but the people who are really big on this technology are the service providers.

Uber made over 2 billion dollars last year. Imagine how much they could make if they didn’t have to pay their drivers...

Uber has been working for years on a transportation fleet of autonomous cars, and even Ford has made some intentions known of pivoting in a similar direction.

Many are predicting that cars will go from a retail industry to a service industry, with Peter Diamandis saying that in ten years, car ownership will be an outdated idea.

The fact of the matter is, you can be for automation or against it, you can agree with its use or not, but this is happening. And we need to be ready for it.

Some people are talking about a basic minimum income, a flat amount of money that everybody in a society makes, as a safety net to keep people above water. This is an interesting idea that’s even being tested in some places.

There is a coming change on a fundamental and massive level in this world. One that is filled with amazing advancements and technological wonders. The question is, will we be able to change with it?

Billions of years in the future, the Time Traveller stands before a dark ocean, beneath a bloated red sun. The beach is dappled with lichen and ice. The huge crabs and insects which menaced him on his visit millions of years in its past are gone.

More than Human: From the Politics of Plastics to Shifting our Species Into the UnknownWilla Köerner edited an issue of ART21 Magazine on the subject of Renewal. She interviewed us about #Additivism, asking the right kind of questions about what comes next:The things we create define us, as a culture and as a species. Yet, so often, as we hurtle into the future, our creations seem to take on a life of their own. For just over a year, the artist Morehshin Allahyari has partnered with the writer Daniel Rourke on a project that grapples with this conundrum in such a mind-expanding way that, after speaking with the pair about their work, my brain was reeling. This is a story of two people who, while working to explore the nuances and politics of a new creative medium, have found themselves entangled with a philosophical conundrum: What does it mean to be more than human?↪ Read the entire article here

Face it: Siri sucks. So often, she has no clue what you’re saying. And when she does, there’s a pretty good chance she’ll respond with nothing more than a page filled with Internet links. Part of the problem is that Apple’s talking digital assistant is built on old technology.

DBLG's in-house studio projects are a platform for us to experiment with creative ideas and above all have fun. For this project we wanted to explore and combine 3d animation, 3D printing with stop frame animation. Massive thanks for Blue Zoo for the character animation blue-zoo.co.uk and Resonate resonatemusic.co.uk for the audio mix and sound design. Music: Vanity by Don Cherry itunes.apple.com/gb/album/don-cherry/id367579155Cast: DBLG, Blue Zoo, Silent Studios, Toby Auberg, Frita'Rita, molistudio and nataliesophiagreenwoodTags: 3d printing, c4d, 3d animation, stop frame, makerbot and dragonframe

Nobody wants to say it outright, but the Apple Watch sucks. So do most smartwatches. Every time I use my beautiful Moto 360, its lack of functionality makes me despair. But the problem isn’t our gadgets. It’s that the future of consumer tech isn’t going to come from information devices.

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.

Discuss this video: http://www.reddit.com/r/CGPGrey/comments/2dfh5v/humans_need_not_apply/ http://www.CGPGrey.com/ https://twitter.com/cgpgrey

Robots, Etc:

Terex Port automation: http://www.terex.com/port-solutions/en/products/new-equipment/automated-guided-vehicles/lift-agv/index.htm

Command | Cat MieStar System.: http://www.catminestarsystem.com/capability_sets/command

Bosch Automotive Technology: http://www.bosch-automotivetechnology.com/en/de/specials/specials_for_more_driving_safety/automated_driving/automated_driving.html

Atlas Update: https://www.youtube.com/watch?v=SD6Okylclb8&list=UU7vVhkEfw4nOGp8TyDk7RcQ

Kiva Systems: http://www.kivasystems.com

PhantomX running Phoenix code: https://www.youtube.com/watch?v=rAeQn5QnyXo

iRobot, Do You: https://www.youtube.com/watch?v=da-5Uw8GBks&list=UUB6E-44uKOyRW9hX378XEyg

New pharmacy robot at QEHB: https://www.youtube.com/watch?v=_Ql1ZHSkUPk

Briggo Coffee Experience: http://vimeo.com/77993254

John Deere Autosteer ITEC Pro 2010. In use while cultivating: https://www.youtube.com/watch?v=VAPfImWdkDw&t=19s

The Duel: Timo Boll vs. KUKA Robot: https://www.youtube.com/watch?v=tIIJME8-au8

Baxter with the Power of Intera 3: https://www.youtube.com/watch?v=DKR_pje7X2A&list=UUpSQ-euTEYaq5VtmEWukyiQ

Baxter Research Robot SDK 1.0: https://www.youtube.com/watch?v=wgQLzin4I9M&list=UUpSQ-euTEYaq5VtmEWukyiQ&index=11

Baxter the Bartender: https://www.youtube.com/watch?v=AeTs9tLsUmc&list=UUpSQ-euTEYaq5VtmEWukyiQ

Online Cash Registers Touch-Screen EPOS System Demonstration: https://www.youtube.com/watch?v=3yA22B0rC4o

Self-Service Check in: https://www.youtube.com/watch?v=OafuIBDzxxU

Robot to play Flappy Bird: https://www.youtube.com/watch?v=kHkMaWZFePI

e-david from University of Konstanz, Germany: https://vimeo.com/68859229

Sedasys: http://www.sedasys.com/

Empty Car Convoy: http://www.youtube.com/watch?v=EPTIXldrq3Q

Clever robots for crops: http://www.crops-robots.eu/index.php?option=com_content&view=article&id=62&Itemid=61

Autonomously folding a pile of 5 previously-unseen towels: https://www.youtube.com/watch?v=gy5g33S0Gzo#t=94

LS3 Follow Tight: https://www.youtube.com/watch?v=hNUeSUXOc-w

Robotic Handling material: https://www.youtube.com/watch?v=pT3XoqJ7lIY

Caterpillar automation project: http://www.catminestarsystem.com/articles/autonomous-haulage-improves-mine-site-safety

Universal Robots has reinvented industrial robotics: https://www.youtube.com/watch?v=UQj-1yZFEZI

Introducing WildCat: https://www.youtube.com/watch?v=wE3fmFTtP9g

The Human Brain Project - Video Overview: https://www.youtube.com/watch?v=JqMpGrM5ECo

This Robot Is Changing How We Cure Diseases: https://www.youtube.com/watch?v=ra0e97Wiqds

Jeopardy! - Watson Game 2: https://www.youtube.com/watch?v=kDA-7O1q4oo

What Will You Do With Watson?: https://www.youtube.com/watch?v=Y_cqBP08yuA

Other Credits

Mandelbrot set: https://www.youtube.com/watch?v=NGMRB4O922I&list=UUoxcjq-8xIDTYp3uz647V5A

Moore's law graph: http://en.wikipedia.org/wiki/File:PPTMooresLawai.jpg

Apple II 1977: https://www.youtube.com/watch?v=CxJwy8NsXFs

Beer Robot Fail m2803: https://www.youtube.com/watch?v=N4Lb_3_NMjE

All Wales Ambulance Promotional Video: https://www.youtube.com/watch?v=658aiRoVp6s

Clyde Robinson: https://www.flickr.com/photos/crobj/4312159033/in/photostream/

Time lapse Painting - Monster Spa: https://www.youtube.com/watch?v=ED14i8qLxr4

n 1953, at the dawn of modern computing, Nils Aall Barricelli played God. Clutching a deck of playing cards in one hand and a stack of punched cards in the other, Barricelli hovered over one of the world’s earliest and most influential computers, the IAS machine, at the Institute for Advanced Study in Princeton, New Jersey. During the day the computer was used to make weather forecasting calculations; at night it was commandeered by the Los Alamos group to calculate ballistics for nuclear weaponry. Barricelli, a maverick mathematician, part Italian and part Norwegian, had finagled time on the computer to model the origins and evolution of life.

Inside a simple red brick building at the northern corner of the Institute’s wooded wilds, Barricelli ran models of evolution on a digital computer. His artificial universes, which he fed with numbers drawn from shuffled playing cards, teemed with creatures of code—morphing, mutating, melting, maintaining. He created laws that determined, independent of any foreknowledge on his part, which assemblages of binary digits lived, which died, and which adapted. As he put it in a 1961 paper, in which he speculated on the prospects and conditions for life on other planets, “The author has developed numerical organisms, with properties startlingly similar to living organisms, in the memory of a high speed computer.” For these coded critters, Barricelli became a maker of worlds.

Until his death in 1993, Barricelli floated between biological and mathematical sciences, questioning doctrine, not quite fitting in. “He was a brilliant, eccentric genius,” says George Dyson, the historian of technology and author of Darwin Among The Machines and Turing’s Cathedral, which feature Barricelli’s work. “And the thing about geniuses is that they just see things clearly that other people don’t see.”

Barricelli programmed some of the earliest computer algorithms that resemble real-life processes: a subdivision of what we now call “artificial life,” which seeks to simulate living systems—evolution, adaptation, ecology—in computers. Barricelli presented a bold challenge to the standard Darwinian model of evolution by competition by demonstrating that organisms evolved by symbiosis and cooperation.

Pixar cofounder Alvy Ray Smith says Barricelli influenced his earliest thinking about the possibilities for computer animation.

In fact, Barricelli’s projects anticipated many current avenues of research, including cellular automata, computer programs involving grids of numbers paired with local rules that can produce complicated, unpredictable behavior. His models bear striking resemblance to the one-dimensional cellular automata—life-like lattices of numerical patterns—championed by Stephen Wolfram, whose search tool Wolfram Alpha helps power the brain of Siri on the iPhone. Nonconformist biologist Craig Venter, in defending his creation of a cell with a synthetic genome—“the first self-replicating species we’ve had on the planet whose parent is a computer”—echoes Barricelli.

Barricelli’s experiments had an aesthetic side, too. Uncommonly for the time, he converted the digital 1s and 0s of the computer’s stored memory into pictorial images. Those images, and the ideas behind them, would influence computer animators in generations to come. Pixar cofounder Alvy Ray Smith, for instance, says Barricelli stirred his earliest thinking about the possibilities for computer animation, and beyond that, his philosophical muse. “What we’re really talking about here is the notion that living things are computations,” he says. “Look at how the planet works and it sure does look like a computation.”

Despite Barricelli’s pioneering experiments, barely anyone remembers him. “I have not heard of him to tell you the truth,” says Mark Bedau, professor of humanities and philosophy at Reed College and editor of the journal Artificial Life. “I probably know more about the history than most in the field and I’m not aware of him.”

Barricelli was an anomaly, a mutation in the intellectual zeitgeist, an unsung hero who has mostly languished in obscurity for the past half century. “People weren’t ready for him,” Dyson says. That a progenitor has not received much acknowledgment is a failing not unique to science. Visionaries often arrive before their time. Barricelli charted a course for the digital revolution, and history has been catching up ever since.

Barricelli_BREAKER-02 EVOLUTION BY THE NUMBERS: Barricelli converted his computer tallies of 1s and 0s into images. In this 1953 Barricelli print, explains NYU associate professor Alexander Galloway, the chaotic center represents mutation and disorganization. The more symmetrical fields toward the margins depict Barricelli’s evolved numerical organisms.From the Shelby White and Leon Levy Archives Center, Institute for Advanced Study, Princeton. Barricelli was born in Rome on Jan. 24, 1912. According to Richard Goodman, a retired microbiologist who met and befriended the mathematician in the 1960s, Barricelli claimed to have invented calculus before his tenth birthday. When the young boy showed the math to his father, he learned that Newton and Leibniz had preempted him by centuries. While a student at the University of Rome, Barricelli studied mathematics and physics under Enrico Fermi, a pioneer of quantum theory and nuclear physics. A couple of years after graduating in 1936, he immigrated to Norway with his recently divorced mother and younger sister.

As World War II raged, Barricelli studied. An uncompromising oddball who teetered between madcap and mastermind, Barricelli had a habit of exclaiming “Absolut!” when he agreed with someone, or “Scandaloos!” when he found something disagreeable. His accent was infused with Scandinavian and Romantic pronunciations, making it occasionally challenging for colleagues to understand him. Goodman recalls one of his colleagues at the University of California, Los Angeles who just happened to be reading Barricelli’s papers “when the mathematician himself barged in and, without ceremony, began rattling off a stream of technical information about his work on phage genetics,” a science that studies gene mutation, replication, and expression through model viruses. Goodman’s colleague understood only fragments of the speech, but realized it pertained to what he had been reading.

“Are you familiar with the work of Nils Barricelli?” he asked.

“Barricelli! That’s me!” the mathematician cried.

Notwithstanding having submitted a 500-page dissertation on the statistical analysis of climate variation in 1946, Barricelli never completed his Ph.D. Recalling the scene in the movie Amadeus in which the Emperor of Austria commends Mozart’s performance, save for there being “too many notes,” Barricelli’s thesis committee directed him to slash the paper to a tenth of the size, or else it would not accept the work. Rather than capitulate, Barricelli forfeited the degree.

Barricelli began modeling biological phenomena on paper, but his calculations were slow and limited. He applied to study in the United States as a Fulbright fellow, where he could work with the IAS machine. As he wrote on his original travel grant submission in 1951, he sought “to perform numerical experiments by means of great calculating machines,” in order to clarify, through mathematics, “the first stages of evolution of a species.” He also wished to mingle with great minds—“to communicate with American statisticians and evolution-theorists.” By then he had published papers on statistics and genetics, and had taught Einstein’s theory of relativity. In his application photo, he sports a pyramidal moustache, hair brushed to the back of his elliptic head, and hooded, downturned eyes. At the time of his application, he was a 39-year-old assistant professor at the University of Oslo.

Although the program initially rejected him due to a visa issue, in early 1953 Barricelli arrived at the Institute for Advanced Study as a visiting member. “I hope that you will be finding Mr. Baricelli [sic] an interesting person to talk with,” wrote Ragnar Frisch, a colleague of Barricelli’s who would later win the first Nobel Prize in Economics, in a letter to John von Neumann, a mathematician at IAS, who helped devise the institute’s groundbreaking computer. “He is not very systematic always in his exposition,” Frisch continued, “but he does have interesting ideas.”

Barricelli_BREAKER_2crop PSYCHEDELIC BARRICELLI: In this recreation of a Barricelli experiment, NYU associate professor Alexander Galloway has added color to show the gene groups more clearly. Each swatch of color signals a different organism. Borders between the color fields represent turbulence as genes bounce off and meld with others, symbolizing Barricelli’s symbiogenesis.Courtesy Alexander Galloway Centered above Barricelli’s first computer logbook entry at the Institute for Advanced Study, in handwritten pencil script dated March 3, 1953, is the title “Symbiogenesis problem.” This was his theory of proto-genes, virus-like organisms that teamed up to become complex organisms: first chromosomes, then cellular organs, onward to cellular organisms and, ultimately, other species. Like parasites seeking a host, these proto-genes joined together, according to Barricelli, and through their mutual aid and dependency, originated life as we know it.

Standard neo-Darwinian doctrine maintained that natural selection was the main means by which species formed. Slight variations and mutations in genes combined with competition led to gradual evolutionary change. But Barricelli disagreed. He pictured nimbler genes acting as a collective, cooperative society working together toward becoming species. Darwin’s theory, he concluded, was inadequate. “This theory does not answer our question,” he wrote in 1954, “it does not say why living organisms exist.”

Barricelli coded his numerical organisms on the IAS machine in order to prove his case. “It is very easy to fabricate or simply define entities with the ability to reproduce themselves, e.g., within the realm of arithmetic,” he wrote.

The early computer looked sort of like a mix between a loom and an internal combustion engine. Lining the middle region were 40 Williams cathode ray tubes, which served as the machine’s memory. Within each tube, a beam of electrons (the cathode ray) bombarded one end, creating a 32-by-32 grid of points, each consisting of a slight variation in electrical charge. There were five kilobytes of memory total stored in the machine. Not much by today’s standards, but back then it was an arsenal.

Barricelli saw his computer organisms as a blueprint of life—on this planet and any others.

Inside the device, Barricelli programmed steadily mutable worlds each with rows of 512 “genes,” represented by integers ranging from negative to positive 18. As the computer cycled through hundreds and thousands of generations, persistent groupings of genes would emerge, which Barricelli deemed organisms. The trick was to tweak his manmade laws of nature—“norms,” as he called them—which governed the universe and its entities just so. He had to maintain these ecosystems on the brink of pandemonium and stasis. Too much chaos and his beasts would unravel into a disorganized shamble; too little and they would homogenize. The sweet spot in the middle, however, sustained life-like processes.

Barricelli’s balancing act was not always easygoing. His first trials were riddled with pests: primitive, often single numeric genes invaded the space and gobbled their neighbors. Typically, he was only able to witness a couple of hereditary changes, or a handful at best, before the world unwound. To create lasting evolutionary processes, he needed to handicap these pests’ ability to rapidly reproduce. By the time he returned to the Institute in 1954 to begin a second round of experiments, Barricelli made some critical changes. First, he capped the proliferation of the pests to once per generation. That constraint allowed his numerical organisms enough leeway to outpace the pests. Second, he began employing different norms to different sections of his universes. That forced his numerical organisms always to adapt.

Even in the earlier universes, Barricelli realized that mutation and natural selection alone were insufficient to account for the genesis of species. In fact, most single mutations were harmful. “The majority of the new varieties which have shown the ability to expand are a result of crossing-phenomena and not of mutations, although mutations (especially injurious mutations) have been much more frequent than hereditary changes by crossing in the experiments performed,” he wrote.

When an organism became maximally fit for an environment, the slightest variation would only weaken it. In such cases, it took at least two modifications, effected by a cross-fertilization, to give the numerical organism any chance of improvement. This indicated to Barricelli that symbioses, gene crossing, and “a primitive form of sexual reproduction,” were essential to the emergence of life.

“Barricelli immediately figured out that random mutation wasn’t the important thing; in his first experiment he figured out that the important thing was recombination and sex,” Dyson says. “He figured out right away what took other people much longer to figure out.” Indeed, Barricelli’s theory of symbiogenesis can be seen as anticipating the work of independent-thinking biologist Lynn Margulis, who in the 1960s showed that it was not necessarily genetic mutations over generations, but symbiosis, notably of bacteria, that produced new cell lineages.

Barricelli saw his computer organisms as a blueprint of life—on this planet and any others. “The question whether one type of symbio-organism is developed in the memory of a digital computer while another type is developed in a chemical laboratory or by a natural process on some planet or satellite does not add anything fundamental to this difference,” he wrote. A month after Barricelli began his experiments on the IAS machine, Crick and Watson announced the shape of DNA as a double helix. But learning about the shape of biological life didn’t put a dent in Barricelli’s conviction that he had captured the mechanics of life on a computer. Let Watson and Crick call DNA a double helix. Barricelli called it “molecule-shaped numbers.”

Barricelli_BREAKER

What buried Barricelli in obscurity is something of a mystery. “Being uncompromising in his opinions and not a team player,” says Dyson, no doubt led to Barricelli’s “isolation from the academic mainstream.” Dyson also suspects Barricelli and the indomitable Hungarian mathematician von Neumann, an influential leader at the Institute of Advanced Study, didn’t hit it off. Von Neumann appears to have ignored Barricelli. “That was sort of fatal because everybody looked to von Neumann as the grandfather of self-replicating machines.”

Ever so slowly, though, Barricelli is gaining recognition. That stems in part from another of Barricelli’s remarkable developments; certainly one of his most beautiful. He didn’t rest with creating a universe of numerical organisms, he converted his organisms into images. His computer tallies of 1s and 0s would then self-organize into visual grids of exquisite variety and texture. According to Alexander Galloway, associate professor in the department of media, culture, and communication at New York University, a finished Barricelli “image yielded a snapshot of evolutionary time.”

When Barricelli printed sections of his digitized universes, they were dazzling. To modern eyes they might look like satellite imagery of an alien geography: chaotic oceans, stratigraphic outcrops, and the contours of a single stream running down the center fold, fanning into a delta at the patchwork’s bottom. “Somebody needs to do a museum show and show this stuff because they’re outrageous,” Galloway says.

Barricelli was an uncompromising oddball who teetered between madcap and mastermind.

Today, Galloway, a member of Barricelli’s small but growing cadre of boosters, has recreated the images. Following methods described by Barricelli in one of his papers, Galloway has coded an applet using the computer language Processing to revive Barricelli’s numerical organisms—with slight variation. While Barricelli encoded his numbers as eight-unit-long proto-pixels, Galloway condensed each to a single color-coded cell. By collapsing each number into a single pixel, Galloway has been able to fit eight times as many generations in the frame. These revitalized mosaics look like psychedelic cross-sections of the fossil record. Each swatch of color represents an organism, and when one color field bumps up against another one, that’s where cross-fertilization takes place.

“You can see these kinds of points of turbulence where the one color meets another color,” Galloway says, showing off the images on a computer in his office. “That’s a point where a number would be—or a gene would be—sort of jumping from one organism to another.” Here, in other words, is artificial life—Barricelli’s symbiogenesis—frozen in amber. And cyan and lavender and teal and lime and fuchsia.

Galloway is not the only one to be struck by the beauty of Barricelli’s computer-generated digital images. As a doctoral student, Pixar cofounder Smith became familiar with Barricelli’s work while researching the history of cellular automata for his dissertation. When he came across Barricelli’s prints he was astonished. “It was remarkable to me that with such crude computing facilities in the early 50s, he was able to be making pictures,” Smith says. “I guess in a sense you can say that Barricelli got me thinking about computer animation before I thought about computer animation. I never thought about it that way, but that’s essentially what it was.”

Cyberspace now swells with Barricelli’s progeny. Self-replicating strings of arithmetic live out their days in the digital wilds, increasingly independent of our tampering. The fittest bits survive and propagate. Researchers continue to model reduced, pared-down versions of life artificially, while the real world bursts with Boolean beings. Scientists like Venter conjure synthetic organisms, assisted by computer design. Swarms of autonomous codes thrive, expire, evolve, and mutate underneath our fingertips daily. “All kinds of self-reproducing codes are out there doing things,” Dyson says. In our digital lives, we are immersed in Barricelli’s world.

Since the dawn of cinema, the cut has been one of the most powerful tools in a director’s kit. If we see a man walk through a door and turn his head to the right, and the scene immediately cuts to an image of an apple on a side table, our brain fills in the gap, and we understand that this man is looking at the apple. That’s because the brain has a natural propensity for smoothing over interruptions of stimuli. Whenever we blink, our eyes close for up to half a second, but we don’t notice the breaks. We also make rapid eye movements called saccades several times a second as we adjust to a constantly shifting environment, and we lose access to visual information until the eye movement settles down. This may why we generally don’t notice cuts in movies—they work like saccades. But neuroscientist Sergei Gepshtein dreams of a new visual vocabulary for cinema—one that relies much less on the cut, or perhaps even eliminates the cut altogether. “The film industry rests on a narrow selection of possibilities that got discovered early on and then got canonized by the force of inertia and entrenched by filmmaking technology and habit,” he says. Gepshtein sees some of the most disagreeable traits of entrenched movie technology in today’s blockbuster action movies. In these films, shots last only seconds, and there are regular barrages of rapid-fire cuts. Think Transformers, Battleship, the Bourne trilogy, or Pacific Rim. As Scott Derrickson, director of recent thrillers like Sinister and The Day the Earth Stood Still, laments, “The story is happening to you, but you are not interacting with the story.” But Gepshtein thinks he can offer an alternative to this trend—and it doesn’t necessarily involve long takes in the style of directors like Alfonso Cuarón, who recently snagged a directing Oscar for Gravity. Instead, it involves harnessing the modern science of vision. In December, I paid a visit to Gepshtein at his workplace, the Systems Neurobiology Laboratories of the Salk Institute in La Jolla, California, its sleek whi

My first computer was an Apple IIe with 128KB of RAM, no hard drive, and a 5¼ inch floppy drive. One of the top educational games back then was Rocky’s Boots, an inventive game that taught the basics of formal logic to kids. I loved it when I was 6.

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