I will deliver this 4-week public series at The Tate Modern throughout July 2016. Sign up! Thanks to Viktoria Ivanova for working with me to achieve this.

Data is the lifeblood of today’s economic and social systems. Drones, satellites and CCTV cameras capture digital images covertly, while smartphones we carry feed data packets into the cloud, fought over by corporations and governments. How are we to make sense of all this information? Who is to police and distribute it? And what kind of new uses can art put it to? This four-week series led by writer/artist Daniel Rourke will explore the politics and potential of big data through the lens of contemporary art and the social sciences. Participants will assess the impact the digital revolution has had on notions of value attached to the invisible, the territorial and the tangible. We will look at artists and art activists who tackle the conditions of resolution, algorithmic governance, digital colonialism and world-making in their work, with a focus on key news events yet to unfold in 2016. Session 1 Hito Steyerl: Poor Image Politics In this first session we will examine the politics of image and data resolution, with special attention to the work of artist Hito Steyerl represented in the Tate Collection. How do poor images influence the significance and value of the events they depict? What can online cultures that fetishise poor quality teach us about the economics and autonomy of information? Is being a low resolution event in a field of high resolutions an empowering proposition? Session 2 Morehshin Allahyari: Decolonising the Digital Archive 3D scanning and printing technologies are becoming common tools for archaeologists, archivists and historians. We will examine the work of art activists who question these technologies, connecting the dots from terroristic networks, through the price of crude oil, to artefacts being digitally colonised by Western institutions. Artist Morehshin Allahyari will join us via skype to talk about Material Speculation: ISIS – a series of artifacts destroyed by ISIS in 2015, which Allahyari then ‘recreated’ using digital tools and techniques. Session 3 Mishka Henner: Big Data and World Making In this session we will explore the work of artists who channel surveillance and big data into the poetic re-making of worlds. We will compare and contrast nefarious ‘deep web’ marketplaces with ‘real world’ auction houses selling artworks to a global elite. Artist Mishka Henner will join us via skype to talk about artistic appropriation, subversion and the importance of provocation. Session 4 Forensic Architecture: Blurring the Borders between Forensics, Law and Art The Forensic Architecture project uses analytical methods for reconstructing scenes of war and violence inscribed within spatial artefacts and environments. In this session we will look at their work to read and mobilise ‘ambient’ information gathered from satellites, mobile phones and CCTV/news footage. How are technical thresholds implicated in acts of war, terrorism and atrocity, and how can they be mobilised for resist and deter systemic violence?

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

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

In 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.

Cellular Forms uses a simplified model of cellular growth to create intricate sculptural shape. Structures are created out of interconnected cells, with rules for the forces between cells, as well as rules for how cells accumulate internal nutrients. When the nutrient level in a cell exceeds a given threshold the cell splits into two, with both the parent and daughter cells reconnecting to their immediate neighbours. Many different complex organic structures are seen to arise from subtle variations on these rules, creating forms with strong reminiscences of plants, corals, internal organs and micro-organisms. The aim is to create structures emergently: exploring generic similarities between many different forms in nature rather than recreating any particular organism, in the process exploring universal archetypal forms that can come from growth processes rather than top-down externally engineered design. For other videos of my work take a look at my channel: vimeo.com/channels/andylomas

Artificial intelligence began with an ambitious research agenda: To endow machines with some of the traits we value most highly in ourselves—the faculty of reason, skill in solving problems, creativity, the capacity to learn from experience. Early results were promising. Computers were programmed to play checkers and chess, to prove theorems in geometry, to solve analogy puzzles from IQ tests, to recognize letters of the alphabet. Marvin Minsky, one of the pioneers, declared in 1961: “We are on the threshold of an era that will be strongly influenced, and quite possibly dominated, by intelligent problem-solving machines.”

Fifty years later, problem-solving machines are a familiar presence in daily life. Computer programs suggest the best route through cross-town traffic, recommend movies you might like to see, recognize faces in photographs, transcribe your voicemail messages and translate documents from one language to another. As for checkers and chess, computers are not merely good

As pressure on resources increases, pollution accumulates and humanity's impact on Earth escalates, global-scale governance of the environment is increasingly necessary. In June, the United Nations' Rio+20 Earth Summit in Rio de Janeiro, Brazil, will grapple with these difficult political issues. Up for discussion is a relatively new scientific concept: planetary boundaries.

Formulated in 2009 by Johan Rockström, director of the Stockholm Environment Institute, and his colleagues, the concept is based on the idea that humanity flourished under the conditions on Earth in the 10,000 years leading up to the industrial revolution — the Holocene epoch. So, to maintain human progress, we should keep the planet under similar biophysical conditions. The researchers set out nine key environmental measures and thresholds that should not be breached for fear of pushing Earth out of the Holocene-like 'safe operating space for humanity'. The boundaries include thresholds for climate change and bio

The genius of Shanon’s original paper from 1948 and its subsequent popularization by Weaver lies in many things, among them, their having formulated a model of communication located on the threshold of these two understandings of theory. As a scientist Shannon surely felt accountable to the empirical world, and his work reflects that. Yet, it also seems clear that Shannon and Weaver’s work has, over the last 60 years or so, taken on a life of its own, feeding back into the reality they first set about describing. Shannon and Weaver didn’t merely model the world; they ended up enlarging it, changing it, and making it over in the image of their research.

This mini-paper was given at the Escapologies symposium, at Goldsmiths University, on the 5th of December Daniel Defoe’s 1719 novel Robinson Crusoe centres on the shipwreck and isolation of its protagonist. The life Crusoe knew beyond this shore was fashioned by Ships sent to conquer New Worlds and political wills built on slavery and imperial demands. In writing about his experiences, Crusoe orders his journal, not by the passing of time, but by the objects produced in his labour. A microcosm of the market hierarchies his seclusion removes him from: a tame herd of goats, a musket and gunpowder, sheafs of wheat he fashions into bread, and a shelter carved from rock with all the trappings of a King’s castle. Crusoe structures the tedium of the island by gathering and designing these items that exist solely for their use-value: “In a Word, The Nature and Experience of Things dictated to me upon just Reflection, That all the good Things of this World, are no farther good to us, than they are for our Use…” [1] Although Crusoe’s Kingdom mirrors the imperial British order, its mirroring is more structural than anything else. The objects and social contrivances Crusoe creates have no outside with which to be exchanged. Without an ‘other’ to share your labour there can be no mutual assurance, no exchanges leading to financial agreements, no business partners, no friendships. But most importantly to the mirroring of any Kingdom, without an ‘other’ there can be no disagreements, no coveting of a neighbours ox, no domination, no war: in short, an Empire without an outside might be complete, total, final, but an Empire without an outside has also reached a state of complete inertia. Crusoe’s Empire of one subject, is what I understand as “a closed system”… The 2nd law of thermo dynamics maintains that without an external source of energy, all closed systems will tend towards a condition of inactivity. Eventually, the bacteria in the petri dish will multiply, eating up all the nutrients until a final state of equilibrium is reached, at which point the system will collapse in on itself: entropy cannot be avoided indefinitely. The term ‘negative entropy’ is often applied to living organisms because they seem to be able to ‘beat’ the process of entropy, but this is as much an illusion as the illusion of Crusoe’s Kingdom: negative entropy occurs at small scales, over small periods of time. Entropy is highly probable: the order of living beings is not. Umberto Eco: “Consider, for example, the chaotic effect… of a strong wind on the innumerable grains of sand that compose a beach: amid this confusion, the action of a human foot on the surface of the beach constitutes a complex interaction of events that leads to the statistically very improbable configuration of a footprint.” [2] The footprint in Eco’s example is a negative entropy event: the system of shifting sands is lent a temporary order by the cohesive action of the human foot. In physical terms, the footprint stands as a memory of the foot’s impression. The 2nd law of thermodynamics establishes a relationship between entropy and information: memory remains as long as its mark. Given time, the noisy wind and chaotic waves will cause even the strongest footprint to fade. A footprint is a highly improbable event. Before you read on, watch this scene from Luis Buñuel’s Robinson Crusoe (1954):

The footprint, when it first appears on the island, terrifies Crusoe as a mark of the outsider, but soon, realising what this outsider might mean for the totality of his Kingdom, Robinson begins the process of pulling the mark inside his conceptions: “Sometimes I fancied it must be the Devil; and reason joined in with me upon this supposition. For how should any other thing in human shape come into the place? Where was the vessel that brought them? What marks were there of any other footsteps? And how was it possible a man should come there?” [3] In the novel, it is only on the third day that Crusoe re-visits the site to compare his own foot with the print. The footprint is still there on the beach after all this time, a footprint Crusoe now admits is definitely not his own. This chain of events affords us several allegorical tools: firstly, that of the Devil, Crusoe believes to be the only rational explanation for the print. This land, which has been Crusoe’s own for almost 2 decades, is solid, unchanging and eternal. Nothing comes in nor goes beyond its shores, yet its abundance of riches have served Crusoe perfectly well: seemingly infinite riches for a Kingdom’s only inhabitant. Even the footprint, left for several days, remains upon Crusoe’s return. Like the novel of which it is a part, the reader of the mark may revisit the site of this unlikely incident again and again, each time drawing more meanings from its appearance. Before Crusoe entertains that the footprint might be that of “savages of the mainland” he eagerly believes it to be Satan’s, placed there deliberately to fool him. Crusoe revisits the footprint, in person and then, as it fades, in his own memory. He ‘reads’ the island, attributing meanings to marks he discovers that go far beyond what is apparent. As Susan Stewart has noted: “In allegory the vision of the reader is larger than the vision of the text; the reader dreams to an excess, to an overabundance.” [4] Simon O’Sullivan, following from Deleuze, takes this further, arguing that in his isolation, a world free from ‘others’, Crusoe has merged with, become the island. The footprint is a mark that must be recuperated if Crusoe’s identity, his “power of will”, is to be maintained. An outsider must have caused the footprint, but Crusoe is only capable of reading in the mark something about himself. The evocation of a Demon, then, is Crusoe’s way of re-totalising his Empire, of removing the ‘other’ from his self-subjective identification with the island. So, how does this relate to thermodynamics? To answer that I will need to tell the tale of a second Demon, more playful even than Crusoe’s. In his 1871 essay, Theory of Heat, James Clerk Maxwell designed a thought experiment to test the 2nd law of Thermodynamics. Maxwell imagines a microscopic being able to sort atoms bouncing around a closed system into two categories: fast and slow. If such a creature did exist, it was argued, no work would be required to decrease the entropy of a closed system. By sorting unlikely footprints from the chaotic arrangement of sand particles Maxwell’s Demon, as it would later become known, appeared to contradict the law Maxwell himself had helped to develop. One method of solving the apparent paradox was devised by Charles H. Bennet, who recognised that the Demon would have to remember where he placed the fast and slow particles. Here, once again, the balance between the order and disorder of a system comes down to the balance between memory and information. As the demon decreases the entropy of its environment, so it must increase the entropy of its memory. The information required by the Demon acts like a noise in the system. The laws of physics had stood up under scrutiny, resulting in a new branch of science we now know as ‘Information Theory’. Maxwell’s Demon comes from an old view of the universe, “fashioned by divine intervention, created for man and responsive to his will” [5]. Information Theory represents a threshold, a revelation that the “inhuman force of increasing entropy, [is] indifferent to man and uncontrollable by human will.” [6] Maxwell’s Demon shows that the law of entropy has only a statistical certainty, that nature orders only on small scales and, that despite any will to control, inertia will eventually be reached. Developed at the peak of the British Empire, thermodynamics was sometimes called “the science of imperialism”, as Katherine Hayles has noted: “…to thermodynamicists, entropy represented the tendency of the universe to run down, despite the best efforts of British rectitude to prevent it from doing so… The rhetoric of imperialism confronts the inevitability of failure. In this context, entropy represents an apparently inescapable limit on the human will to control.” [7] Like Maxwell, Crusoe posits a Demon, with faculties similar in kind to his own, to help him quash his “terror of mind”. Crusoe’s fear is not really about outsiders coming in, the terror he feels comes from the realisation that the outsiders may have been here all along, that in all the 20 years of his isolation those “savages of the mainland” may have visited his island time and again. It is not an outside ‘other’ that disturbs and reorganises Crusoe’s Kingdom. A more perverse logic is at work here, and once again Crusoe will have to restructure his imperial order from the inside out. Before you read on, watch another scene from Luis Buñuel’s Robinson Crusoe (1954):

Jacques Rancière prepares for us a parable. A student who is illiterate, after living a fulfilled life without text, one day decides to teach herself to read. Luckily she knows a single poem by heart and procures a copy of that poem, presumably from a trusted source, by which to work. By comparing her memory of the poem, sign by sign, word by word, with the text of the poem she can, Rancière believes, finally piece together a foundational understanding of her written language: “From this ignoramus, spelling out signs, to the scientist who constructs hypotheses, the same intelligence is always at work – an intelligence that translates signs into other signs and proceeds by comparisons and illustrations in order to communicate its intellectual adventures and understand what another intelligence is endeavouring to communicate to it… This poetic labour of translation is at the heart of all learning.” [8] What interests me in Rancière’s example is not so much the act of translation as the possibility of mis-translation. Taken in light of The Ignorant Schoolmaster we can assume that Rancière is aware of the wide gap that exists between knowing something and knowing enough about something for it to be valuable. How does one calculate the value of what is a mistake? The ignoramus has an autonomy, but it is effectively blind to the quality and make-up of the information she parses. If she makes a mistake in her translation of the poem, this mistake can be one of two things: it can be a blind error, or, it can be a mutation. In information theory, the two ways to understand change within a closed system are understood to be the product of ‘noise’. The amount of change contributed by noise is called ‘equivocation’. If noise contributes to the reorganisation of a system in a beneficial way, for instance if a genetic mutation in an organism results in the emergence of an adaptive trait, then the equivocation is said to be ‘autonomy-producing’. Too much noise is equivalent to too much information, a ‘destructive’ equivocation, leading to chaos. This balance is how evolution functions. An ‘autonomy-producing’ mutation will be blindly passed on to an organism’s offspring, catalysing the self-organisation of the larger system (in this case, the species). All complex, what are called ‘autopoietic’ systems, inhabit this fine divide between noise and inertia.  Given just the right balance of noise recuperated by the system, and noise filtered out by the system, a state of productive change can be maintained, and a state of inertia can be avoided, at least, for a limited time. According to Umberto Eco, in ‘The Open Work’: “To be sure, this word information in communication theory relates not so much to what you do say, as to what you could say… In the end… there is no real difference between noise and signal, except in intent.” [9] This rigid delineator of intent is the driving force of our contemporary, communication paradigm. Information networks underpin our economic, political and social interactions: the failure to communicate is to be avoided at all costs. All noise is therefore seen as a problem. These processes, according to W. Daniel Hillis, define, “the essence of digital technology, which restores signal to near perfection at every stage.” [10] To go back to Umberto Eco then, we appear to be living in a world of “do say” rather than “could say”. Maintenance of the network and the routines of error management are our primary economic and political concern: control the networks and the immaterial products will manage themselves. The modern network paradigm acts like a Maxwell Demon, categorising information as either pure signal or pure noise. As Mark Nunes has noted, following the work of Deleuze and Guattari: “This forced binary imposes a kind of violence, one that demands a rationalisation of all singularities of expressions within a totalising system… The violence of information is, then, the violence of silencing or making to speak that which cannot communicate.” [11] To understand the violence of this binary logic, we need go no further than Robinson Crusoe. Friday’s questions are plain spoken, but do not adhere to the “do say” logic of Crusoe’s conception. In the novel, Crusoe’s approach to Friday becomes increasingly one sided, until Friday utters little more than ‘yes’ and ‘no’ answers, “reducing his language to a pure function of immediate context and perpetuating a much larger imperialist tradition of levelling the vox populi.”[12] Any chance in what Friday “could say” has been violently obliterated. The logic of Ranciere’s Ignoramous, and of Crusoe’s levelling of Friday’s speech, are logics of imperialism: reducing the possibility of noise and information to an either/or, inside/outside, relationship. Mark Nunes again: “This balance between total flow and total control parallels Deleuze and Guattari’s discussion of a regime of signs in which anything that resists systematic incorporation is cast out as an asignifying scapegoat “condemned as that which exceeds the signifying regime’s power of deterritorialisation.” [13] In the system of communication these “asignifying” events are not errors, in the common sense of the word. Mutation names a randomness that redraws the territory of complex systems. The footprint is the mark that reorganised the Empire. In Ranciere’s parable, rather than note her intent to decode the poem, we should hail the moment when the Ignoramus fails, as her autonomous moment. In a world where actants “translate signs into other signs and proceed by comparison and illustration” [14] the figures of information and communication are made distinct not by the caprice of those who control the networks, nor the desires of those who send and receive the messages, but by mutation itself. Michel Foucault, remarking on the work of Georges Canguilhem, drew the conclusion that the very possibility of mutation, rather than existing in opposition to our will, was what human autonomy was predicated upon: “In this sense, life – and this is its radical feature – is that which is capable of error… Further, it must be questioned in regard to that singular but hereditary error which explains the fact that, with man, life has led to a living being that is never completely in the right place, that is destined to ‘err’ and to be ‘wrong’.” [15] In his writings on the history of Heredity, The Logic of Life, Francois Jacob lingers on another Demon in the details, fashioned by Rene Descartes in his infamous meditation on human knowledge. François Jacob positions Descartes’ meditation in a period of explosive critical thought focussed on the very ontology of ‘nature’: “For with the arrival of the 17th Century, the very nature of knowledge was transformed. Until then, knowledge had been grafted on God, the soul and the cosmos… What counted [now] was not so much the code used by God for creating nature as that sought by man for understanding it.” [16] The infinite power of God’s will was no longer able to bend nature to any whim. If man were to decipher nature, to reveal its order, Descartes surmised, it was with the assurance that “the grid will not change in the course of the operation”[17]. For Descartes, the evil Demon, is a metaphor for deception espoused on the understanding that underlying that deception, nature had a certainty. God may well have given the world its original impetus, have designed its original make-up, but that make-up could not be changed. The network economy has today become the grid of operations onto which we map the world. Its binary restrictions predicate a logic of minimal error and maximum performance: a regime of control that drives our economic, political and social interdependencies. Trapped within his imperial logic, Robinson Crusoe’s levelling of inside and outside, his ruthless tidying of Friday’s noisy speech into a binary dialectic, disguises a higher order of reorganisation. As readers navigating the narrative we are keen to recognise the social changes Defoe’s novel embodies in its short-sighted central character. Perhaps, though, the most productive way to read this fiction, is to allegorise it as an outside perspective on our own time? Gathering together the fruits of research, I am often struck by the serendipitous quality of so many discoveries. In writing this mini-paper I have found it useful to engage with these marks, that become like demonic footprints, mutations in my thinking. Comparing each side by side, I hope to find, in the words of Michel Foucault: “…a way from the visible mark to that which is being said by it and which, without that mark, would lie like unspoken speech, dormant within things.” [18]    

References & Bibliography [1] Daniel Defoe, Robinson Crusoe, Penguin classics (London: Penguin Books, 2001).

[2] Umberto Eco, The open work (Cambridge: Harvard University Press, n.d.).

[3] Defoe, Robinson Crusoe.

[4] Susan Stewart, On longing: narratives of the miniature, the gigantic, the souvenir, the collection (Duke University Press, 1993).

[5] N. Katherine Hayles, “Maxwell’s Demon and Shannon’s Choice,” in Chaos bound: orderly disorder in contemporary literature and science (Cornell University Press, 1990).

[6] Ibid.

[7] Ibid.

[8] Jacques Rancière, The emancipated spectator (London: Verso, 2009).

[9] Umberto Eco, The open work (Cambridge: Harvard University Press, n.d.). (My emphasis)

[10] W Hillis, The pattern on the stone?: the simple ideas that make computers work, 1st ed. (New York: Basic Books, 1999).

[11] Mark Nunes, Error: glitch, noise, and jam in new media cultures (Continuum International Publishing Group, 2010).

[12] Susan Stewart, On longing: narratives of the miniature, the gigantic, the souvenir, the collection (Duke University Press, 1993).

[13] Nunes, Error.

[14] Rancière, The emancipated spectator.

[15] Michel Foucault, “Life: Experience and Science,” in Aesthetics, method, and epistemology (The New Press, 1999).

[16] François Jacob, The logic of life: a history of heredity?; the possible and the actual (Penguin, 1989).

[17] Ibid.

[18] Michel Foucault, The order of things?: an archaeology of the human sciences., 2003.

How walking through a doorway increases forgetting

A key feature of complex adaptive systems is their ability to self-organize along a number of different pathways with possible sudden shifts between states: A lake, for example, can exist in either an oxygenated, clear state or an algae-dominated, murky one. A financial market can float on a housing bubble or settle into a basin of recession. Conventionally, we’ve tended to view the transition between such states as gradual. But there is increasing evidence that systems often don’t respond to change in a smooth way: The clear lake seems hardly affected by fertilizer runoff until a critical threshold is passed, at which point the water abruptly goes turbid. Resilience science focuses on these sorts of regime shifts and tipping points. It looks at incremental stresses, such as accumulation of greenhouse gases in combination with chance events—things like storms, fires, even stock market crashes...

In my last 3quarksdaily article I considered the ability of science-fiction – and the impossible objects it contains – to highlight the gap between us and ‘The Thing Itself’ (the fundamental reality underlying all phenomena). In this follow-up I ask whether the way these fictional ‘Things’ determine their continued existence – by copying, cloning or imitation – can teach us about our conception of nature.

Seth Brundle: What's there to take? The disease has just revealed its purpose. We don't have to worry about contagion anymore... I know what the disease wants.

Ronnie: What does the disease want?

Seth Brundle: It wants to... turn me into something else. That's not too terrible is it? Most people would give anything to be turned into something else.

Ronnie: Turned into what?

Seth Brundle: Whaddaya think? A fly. Am I becoming a hundred-and-eighty-five-pound fly? No, I'm becoming something that never existed before. I'm becoming... Brundlefly. Don't you think that's worth a Nobel Prize or two?

The Fly, 1986

In David Cronenberg’s movie The Fly (1986) we watch through slotted fingers as the body of Seth Brundle is horrifically transformed. Piece by piece Seth becomes Brundlefly: a genetic monster, fused together in a teleportation experiment gone awry. In one tele-pod steps Seth, accompanied by an unwelcome house-fly; from the other pod emerges a single Thing born of their two genetic identities. The computer algorithm designed to deconstruct and reconstruct biology as pure matter cannot distinguish between one entity and another. The parable, as Cronenberg draws it, is simple: if all the world is code then ‘all the world’ is all there is.

Science fiction is full of liminal beings. Creatures caught in the phase between animal and human, between alien and Earthly, between the material and the spirit. Flowing directly from the patterns of myth Brundlefly is a modern day Minotaur: a manifestation of our deep yearning to coalesce with natural forces we can’t understand. The searing passions of the bull, its towering stature, are fused in the figure of the Minotaur with those of man. The resultant creature is too fearsome for this world, too Earthly to exist in the other, and so is forced to wander through a labyrinth hovering impossibly between the two. Perhaps Brundlefly’s labyrinth is the computer algorithm winding its path through his genetic code. As a liminal being, Brundlefly is capable of understanding both worlds from a sacred position, between realities. His goal is reached, but at a cost too great for an Earthly being to understand. Seth the scientist sacrifices himself and there is no Ariadne’s thread to lead him back.

In her book on monsters, aliens and Others Elaine L. Graham reminds us of the thresholds these ‘Things’ linger on:

“[H]uman imagination, by giving birth to fantastic, monstrous and alien figures, has… always eschewed the fiction of fixed species. Hybrids and monsters are the vehicles through which it is possible to understand the fabricated character of all things, by virtue of the boundaries they cross and the limits they unsettle.”

Elaine L. Graham, Representations of the Post/Human

Hybrids such as the Minotaur or Brundlefly are meeting points for disparate categories of representation. They symbolise the tragic limits of human perception. Unable to grasp the world in and of Itself (nature) we colonise it with ever more fabricated representations and imitations (culture) which only result in distancing us yet further from The Thing Itself. One such category of fabrication, a favourite in science fiction, is ‘code’. Brundlefly is a Thing caught on the threshold between, what in geek-terminology we might call, wetware and software. Cronenberg’s parable plays into the hands of every techno-fearing luddite: a monster born from our desire to reduce nature to science; to simplify lumpy, oozing, unpredictable flesh in the patterns of an efficient genetic code.

We are all the tragic Brundefly because whilst we see beauty and endless creative potential in the natural world around us, we find it impossible to quantify those same categories in the reductive models we have devised to describe them. To describe nature, whether genetic codes unwinding or bees busying around their nest, we gasp at its “creativity”, ascribing its endless variation a human-like attention to detail. But as Richard Dawkins alludes to below, the most creative force in nature is the absolute opposite of perfection: it is in fact error. The world that science has modelled for us is a world riddled with mistakes, failures and run away coding errors. In order to ‘create’ nature must, as Alexander Pope said of the human, err:

“Think about the two qualities that a virus, or any sort of parasitic replicator, demands of a friendly medium, the two qualities that make cellular machinery so friendly towards parasitic DNA, and that make computers so friendly towards computer viruses. These qualities are, firstly, a readiness to replicate information accurately, perhaps with some mistakes that are subsequently reproduced accurately; and, secondly, a readiness to obey instructions encoded in the information so replicated.”

Richard Dawkins, Viruses of the Mind

It is beneficial for life that errors exist and are propagated by biological systems. Too many copying errors and all biological processes would be cancerous, mutating towards oblivion. Too much error management (redundancy) and biological change, and thus evolution, could never occur.

Simply put, exchange within and between natural systems has no value unless change, and thus error, is possible within the system. What science fiction allows us to do is peek into a world where nature’s love for error is switched off, or allowed to run rampant. What would be the consequence of a truly ‘perfect’ natural process, devoid of error? In John Carpenter’s The Thing we see the result of such a process: a nature perfect by our standards, but terrible in its consequences.

Blair: You see, what we're talking about here, is an organism that imitates other life forms, and it imitates them perfectly. When this thing attacked our dogs, it tried to digest them, absorb them, and in the process shape its own cells to imitate them. This, for instance...That's not dog, it's imitation. We got to it before it had time to finish.

Norris: Finish what?

Blair: Finish imitating these dogs.

The Thing, 1982

John Carpenter's The Thing (1982) is a claustrophobic sci-fi masterpiece, containing all the hallmarks of a great horror film. As in The Fly, the film depicts a sinister turn for the body, where the chaos of the replicating, cancerous cell is expanded to the human scale and beyond. In The Thing we watch as an alien force terrorises an isolated Antarctic outpost. The creature exhibits the awesome ability to imitate its host, devouring any creature (or human) it comes across before giving birth to an exact copy in a burst of blood and protoplasm. The Thing copies cell by cell and its process is so perfect - at every level of replication - that the resultant simulacrum speaks, acts and even thinks like the original. The Thing is so relentless, its copies so perfect, that the outpost's Doctor is sent mad at the implications:

Blair: If a cell gets out it could imitate everything on the face of the earth... and it's not gonna stop!!!

In The Thing it is we, the human race, who are trapped between realities. A twist in the truth that highlights our own liminal nature. If, as Dawkins suggests, evolution is about the imperfect copy, then, like the tragic Brundlefly, or the towering figure of the Minotaur, the characters in The Thing are torn between two equally horrifying worlds. In one, the alien Thing aims for perfection, cloning its hosts cell by cell until, like The Ship of Argo, an entirely new, but identical world remains. In the other, the beauty of nature, in all its intricacy, is the result of a billion years of ugly mutation. 

Which process is closest to the truth? Which result is more hideous? I have not the authority to say. In science fiction every improbable event is balanced by the existence of an equally improbable reality. The Thing Itself, the world beneath phenomenon, and the Things that inhabit it, have always been impossible to comprehend. Where science fiction takes us, kicking and screaming, is right back to the real world, our knuckles a little whiter from the journey.

by Daniel Rourke

If you enjoyed this essay, you may also like:

• 'The Thing Itself' : A Sci-fi Archaeology
• Ranciere's Ignoramus
• A Diatribe from the Remains of Dr. Fred McCabe
• Inside Code: A Conversation...
• Communicating the Body \ Interpreting the Code
• Speaking About Ants, Superman and Centaurs

About a month ago in handling the remains of one Dr. Fred McCabe I found rich notes of contemplation on the subject of information theory. It appears that Fred could have written an entire book on the intricacies of hidden data, encoded messages and deceptive methods of transmission. Instead his notes exist in the form of a cryptic assemblage of definitions and examples, arranged into what Dr. McCabe himself labelled a series of ‘moments’.

I offer these moments alongside some of the ten thousand images Dr. McCabe amassed in a separate, but intimately linked, archive. The preface to this abridged compendium is little capable of preparing one for the disarray of material, but by introducing this text with Fred's own words it is my hope that a sense of the larger project will take root in the reader’s fertile imagination.

The Moment of the Message: A Diatribe

by Dr. Fred McCabe

More than ten thousand books on mathematics and a thousand books on philosophy exist for every one upon information. This is surprising. It must mean something.

I want to give you a message. But first. I have to decide how to deliver the message.

This is that moment.

I can write it down, or perhaps memorise it – reciting it in my head like a mantra, a prayer chanted in the Palace gardens. And later, speaking in your ear, I will repeat it to you. That is, if you want to hear it.

I could send it to you, by post, or telegram. After writing it down I will transmit it to you. Broadcasting on your frequency in the hope that you will be tuned in at the right moment. Speaking your language. Encoded and encrypted, only you will understand it.

I have a message for you and I want you to receive it. But first. I have to decide what the message is.

This is that moment:

This is the moment of the message

From the earliest days of information theory it has been appreciated that information per se is not a good measure of message value. The value of a message appears to reside not in its information (its absolutely unpredictable parts) but rather in what might be called its redundancy—parts predictable only with difficulty, things the receiver could in principle have figured out without being told, but only at considerable cost in money, time, or computation. In other words, the value of a message is the amount of work plausibly done by its originator, which its receiver is saved from having to repeat.

This is the moment my water arrived at room temperature

The term enthalpy comes from the Classical Greek prefix en-, meaning "to put into", and the verb thalpein, meaning "to heat".

For a simple system, with a constant number of particles, the difference in enthalpy is the maximum amount of thermal energy derivable from a thermodynamic process in which the pressure is held constant.

This is the moment the wafer became the body of Christ

The Roman Catholic Church got itself into a bit of a mess. Positing God as the victim of the sacrifice introduced a threshold of undecidability between the human and the divine. The simultaneous presence of two natures, which also occurs in transubstantiation, when the bread and wine become the body and blood of Christ, threatens to collapse the divine into the human; the sacred into the profane. The question of whether Christ really is man and God, of whether the wafer really is bread and body, falters between metaphysics and human politics. The Pope, for all his failings, has to decide the undecidable.

This is the moment black lost the game

A ko fight is a tactical and strategic phase that can arise in the game of go.

Some kos offer very little gain for either player. Others control the fate of large portions of the board, sometimes even the whole board, and the outcome of those kos can determine the winner of the game. For this reason, finding and using ko threats well is a very important skill.

This is the moment Robinson Crusoe becomes the first, English language novel

According to Abel Chevalley, a novel is: "a fiction in prose of a certain extent”, defining that "extent" at over 50,000 words. Some critics distinguish the novel from the romance (which has fantastic elements), the allegory (in which characters and events have political, religious or other meanings), and the picaresque (which has a loosely connected sequence of episodes). Some critics have argued that Robinson Crusoe contains elements of all three of these other forms.

This is the moment Sarah Conner takes control

A paper clip is usually a thin wire in a looped shape that takes advantage of the elasticity and strength of the materials of its construction to compress and therefore hold together two or more pieces of paper by means of torsion and friction. Some other kinds of paper clip use a two-piece clamping system.

In fiction, a paper clip often takes the place of a key as means of breaking and entering, or, in Sarah Conner’s case, as means of escape.

This is the moment they found the missing piece of DNA

In northern Spain 49,000 years ago, 11 Neanderthals were murdered. Their tooth enamel shows that each of them had gone through several periods of severe starvation, a condition their assailants probably shared. Cut marks on the bones indicate the people were butchered with stone tools. About 700 feet inside the cave, a research team excavated 1,700 bones from that cannibalistic feast. Much of what is known about Neanderthal genetics comes from those 11 individuals.

This is the moment Bill Clinton lied (to himself)

A microexpression is a brief, involuntary facial expression shown on the face according to emotions experienced. They usually occur in high-stake situations, where people have something to lose or gain. Unlike regular facial expressions, it is difficult to fake microexpressions. Microexpressions express the seven universal emotions: disgust, anger, fear, sadness, happiness, surprise, and contempt. They can occur as fast as 1/25 of a second.

This is the moment I strained my iris

Idiopathic is an adjective used primarily in medicine meaning arising spontaneously or from an obscure or unknown cause. From Greek idios (one's own) and pathos (suffering), it means approximately "a disease of its own kind."

This is the moment everything changed

In ordinary conversation, everything usually refers only to the totality of things relevant to the subject matter. When there is no expressed limitation, everything may refer to the universe or the world.

Every object and entity is a part of everything, including all physical bodies and in some cases all abstract objects. Everything is generally defined as the opposite of nothing, although an alternative view considers "nothing" a part of everything.

This is the moment of another message

In information theory the value of a message is calculated by the cost it would take to repeat or replace the work the message has done.

One might argue that a message’s usefulness is a better measure of value than its replacement cost. Usefulness is an anthropocentric concept that information theorists find difficult to conceptualise.

Although the Time traveller is an inquisitive type his journey through the crumbling museum offers him little insight. The relics are from his future: the arché has all but snapped off from archeology. As he leaves the Time Traveller ponders how best to crush a Morlock’s skull.

Should We Clone Neanderthals?

The Neanderthal is the most futuristic thing I can think of. Riddled with mythic charm, and soon to have its genes sequenced in the laboratory. Darwin wrote about the fittest surviving, but as a causal chain ‘natural’ biology has all but ceased to sow its paradigm.

Neanderthals may have interbred with humans

We live in a world of parasitoid wasps injecting their host with a virus that re-writes DNA...

...of skyscrapers designed in the 1960s coming to symbolise the turmoil of a new millennium. ...of a North Korean leader accused of using plastic surgery to counterfeit his doppelganger. ...of seedless grapes upgraded with information encrypted and compressed onto DVD Rom. ...of Kings, cargo cults and cannibals.

How the Neanderthals met their grisly end 30,000 years ago...we ate them

I am interested in the liminal phase between these states: the threshold betwixt when a Neanderthal is both lumbering Caliban and scientific curio. I am interested in the one genetically modified grape vine in every thousand that still harbours a bitter tasting seed. There is no room for representation here, and nor will there ever be in a world of non-privileged data packets interspersing culture at the speed of light.

New Mobile App Lets You Morph Yourself into a Neanderthal

Nature has never copied, never aimed to represent. These two are constructs of the human sphere, of art and computer code willing their paradigms onto perception. All around us are hybrids and shape-shifters: relations becoming related through noise and mistranslation. From Deleuze and Guattari:

“...it is a matter of something altogether different: no longer an imitation at all, but the capture of a code, the code's surplus value, an increase in valence, a genuine becoming – the becoming-orchid of the wasp, the becoming-wasp of the orchid.”

Neanderthals may have interbred with humans

Without categories the archive submits to entropy, but that doesn’t mean that the laws of creation will cease to tick and tock. Like the Time Traveller, leafing through the textbooks of his future in an ancient museum, we can help old paradigms become new past-futures. But first, we must smash a few Morlock skulls.

Bible does not contradict human, Neanderthal link

Rooted in our language is a bias. It’s a bias that we can hardly be blamed for, based as it is in our conception of ourselves as distinct entities whose existence can be felt, from one moment to the next, through time. Nature appears to move ‘forwards’, the ice-cube melts if left unattended, the scream in the night dissipates into silence. For very similar reasons we see society as a progressive entity. The 19th Century, Positivist appeal to a human reality that moves towards an ultimate goal still lingers in our rational arguments, in our science, in our humanist rhetoric. Again, we see technology as endlessly progressive. The tractor is fundamentally better than the plough, the internet trounces the telephone; the mailed envelope; the scream in the dark night. But forwards is not the only way that things can move. Most days I head to the British Library and pick up my pile of books from the counter. At the moment half of them are about ‘play’, about the systems of rules that mediate human games and what the order of games can tell us about human social activity. The other half of my book pile is made up of works of philosophy written in the last 30 years. Works by Deleuze, Serres, Agamben and Foucault. Their work speaks to me in a non-progressive way. Deleuze and Serres especially expound systems of thinking that grow like a supernovae or a colony of slime mould. From one perspective the supernovae is a system destined to implode, its central core rebounding the slew of material manufactured in the star’s long lifetime, out and into the wider cosmos. A slime mould, similarly, appears to be a system destined to grow, procreate and expand its genetic impact on the world. Both of these systems though can be better understood if we take them out of their human perceived, progressive contexts. To really grasp the supernovae one must understand the laws that govern its cycle of energy ebb and bloom. The same laws that govern the life cycle of the slime-mould. Thermo dynamics and the transitional principles that underlie physical systems – as seeming chaos bifurcates into autopoietic order. How these principles underlie the philosophy of Deleuze and Serres is difficult to summarise here, and also dangerous. I am still a novice when it comes to their theoretical paradigms. What can be said though is that their principles are non-progressive, non-positivistic. The order they see in social systems, in cultural artefacts and metaphysical constructions is better understood as order determined by thresholds rather than historical movements, by the flow of information between systems, rather than the inevitable consequences of scientific and social orders. At present I am working through the vague notion that our systems of symbolic communication would be better understood through their non-linear logics. That sacrifice and sacrament, scribe and inscription, digital code and malleable media are each a series of complexity thresholds in a grand order of semiotics that has been growing and blooming, shrinking and decaying in time with the ebb and flow of human culture and technology. I write this here as an annotation on things to come (on my website). It is not a delineated path of enquiry. It is merely a structure I intend to topographically identify, map and encourage. Here’s to Gilles Deleuze and Michel Serres, as well as some other names I will label their accomplices, such as Giorgio Agamben, Manuel de Landa, Lev Manovich and a whole heap more.