Archive for the ‘visual culture’ Category

Machine Learned Futures

September 6, 2018 3 comments

We are with Abelardo Gil-Fournier writing a text or two on questions of temporality in contemporary visual culture. Our specific angle is on (visual) forms of prediction and forecasting as they emerge in machine learning: planetary surface changes, traffic and autonomous cars, etc. Here’s the first bit of an article on the topic (forthcoming later we hope, both in German and English).

“’Visual hallucination of probable events’, or, on environments of images and machine learning”

I Introduction

Contemporary images come in many forms but also, importantly, in many times. Screens, interfaces, monitors, sensors and many other devices that are part of the infrastructure of knowledge build up many forms of data visualisation in so-called real-time. While data visualisation might not be that new of a technical form of organisation of information as images, it takes a particularly intensive temporal turn with networked data that has been discussed for example in contexts of financial speculation.[1] At the same time, these imaging devices are part of an infrastructure that does not merely observe the microtemporal moment of the “real”, but unfolds in the now-moment. In terms of geographical, geological and broadly speaking environmental monitoring, the now moment expands in to near-future scenarios in where other aspects, including imaginary are at play. Imaging becomes a form of nowcasting, exposing the importance of understanding change changing.

Here one thinks of Paul Virilio and how “environment control” functions through the photographic technical image. In Virilio’s narrative the connection of light (exposure), time and space are bundled up as part of the general argument about the disappearance of the spatio-temporal coordinates of the external world. From the real-space we move to the ‘real-time’ interface[2] and to analysis of how visual management detaches from the light of the sun, the time of the seasons, the longue duree of the planetary qualitative time to the internal mechanisms of calculation that pertain to electric and electronic light. Hence, the photographic image that is captured prescribes for Virilio the exposure of the world: it is an intake of time, and, an intake of light. Operating on the world as active optics, these intakes then become the defining temporal frame for how environments are framed and managed through operational images, to use Harun Farocki’s term, and which then operationalize how we see geographic spaces too. The time of photographic development (Niepce), or “cinematographic resolution of movement” (Lumière), or for that matter the “videographic high definition of a ‘real-time’ representation of appearances”[3] are part of Virilio’s broad chronology of time in technical media culture.

But what is at best implied in this cartography of active optics is the attention to mobilization of time as predictions and forecasts. For operations of time and production of times move from meteorological forecasting to computer models, and from computer models to a plethora of machine learning techniques that have become another site of transformation of what we used to call photography. Joanna Zylinska names this generative life of photography as its nonhuman realm of operations that rearranges the image further from any historical legacy of anthropocentrism to include a variety of other forms of action, representation and temporality.[4] The techniques of time and images push further what counts as operatively real, and what forms of technically induced hallucination – or, in short, in the context of this paper, machine learning – are part of current forms of production of information.

Also in information society, digital culture, images persist. They persist as markers of time in several senses that refer not only to what the image records – the photographic indexicality of a time passed nor the documentary status of images as used in various administrative and other contexts – but also what it predicts. Techniques of machine learning are one central aspect of the reformulation of images and their uses in contemporary culture: from video prediction of the complexity of multiple moving objects we call traffic (cars, pedestrians, etc.) to satellite imagery monitoring agricultural crop development and forest change. Such techniques have become one central example of where earth’s geological and geographical changes become understood through algorithmic time, and also where for instance the very rapidly changing vehicle traffic is treated alike as the much slower earth surface durations of crops. In all cases, a key aspect is the ability to perceive potential futures and fold them into the real-time decision-making mechanisms.

The computational microtemporality takes a futuristic turn; algorithmic processes of mobilizing datasets in machine learning become activated in different institutional context as scenarios, predictions and projections. Images run ahead of their own time as future-producing techniques.

Our article is interested in a distinct technique of imaging that speaks to the technical forms of time-critical images: Next Frame Prediction and the forms of predictive imagining employed in contemporary environmental images (such as agriculture and climate research). While questions about the “geopolitics of planetary modification”[5] have become a central aspect of how we think of the ontologies of materiality and the Earth as Kathryn Yusoff has demonstrated, we are interested in how these materialities are also produced on the level of images.

Real time data processing of the Earth not as a single view entity, but an intensively mapped set of relations that unfold in real time data visualisations becomes a central way of continuing the earlier more symbolic forms of imagery such as the Blue Marble.[6] Perhaps not deep time in the strictest geological terms, agricultural and other related environmental and geographical imaging are however one central way of understanding the visual culture of computational images that do not only record and represent, but predict and project as their modus operandi.

This text will focus on this temporality of the image that is part of these techniques from the microtemporal operation of Next Frame Prediction to how it resonates with contemporary space imaging practices. While the article is itself part of a larger project where we elaborate with theoretical humanities and artistic research methods the visual culture of environmental imaging, we are unable in this restricted space to engage with the multiple contexts of this aspect of visual culture. Hence we will focus on the question of computational microtime, the visualized and predicted Earth times, and the hinge at the centre of this: the predicted time that comes out as an image. The various chrono-techniques[7] that have entered the vocabulary of media studies are particularly apt in offering a cartography of what analytical procedures are at the back of producing time. Hence the issue is not only about what temporal processes are embedded in media technological operations, but what sounds like merely a tautological statement: what times are responsible for a production of time. What times of calculation produce imagined futures, statistically viable cases, predicted worlds? In other words, what microtemporal times are in our case at the back of a sense of a futurity that is conditioned in calculational, software based and dataset determined system?

[1] Sean Cubitt, Three Geomedia, in: Ctrl-Z 7, 2017.
[2] Paul Virilio, Polar Inertia, London-Thousand Oaks-New Delhi, 2000, S. 55.
[3] Ebenda, S.61
[4] See Joanna Zylinska, Nonhuman Photography, Cambridge (MA) 2017.
[5] Kathryn Yusoff, The Geoengine: geoengineering and the geopolitics of planetary modification, in: Environment and Planning a 45, 2013, S. 2799-2808.
[6] See also Benjamin Bratton, What We Do Is Secrete: On Virilio, Planetarity and Data Visualisation, in: John Armitage/Ryan Bishop (Hg.), Virilio and Visual Culture, Edinburgh 2013, S. 180–206, hier S. 200-203.
[7] Wolfgang Ernst, Chronopoetics. The Temporal Being and Operativity of Technological Media, London-New York 2016.


Slow Violence – No Man’s Land

My short essay-booklet A Slow Contemporary Violence came out in 2016 in the Sternberg Press series The Contemporary Condition that is continuing in full swing. Below is a short excerpt from my contribution to the series. The excerpt is the passage on Güven İncirlioğlu’s photograph installation touching on the 100th anniversary of WWI. One can consider it still as rather apt timing, including how it speaks about the war that never ended and in its own way, continuing themes that relate to Rob Nixon’s thesis about slow violence which is also one of the reference points for my whole essay.

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I want to address the idea of temporal conglomerations and deep times of contemporary geopolitics as slowness or long term durations that unfold as not immediate for the human perception. I want to start by way of photographic art.

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Fig. 1: A close up of “Her Taraf – No Man’s Land” by Güven İncirlioğlu. Used with permission.

As part of a selection of works from the 3rd and 4th Çanakkale Biennial in Turkey,Güven İncirlioğlu’s installation piece “Her Taraf – No Man’s Land” from 2014 is one of the many art and culture commentaries about the Gallipoli campaign, also known as Dardanelles Campaign, that took place on Turkish soil during the First World War. The events have been commemorated over the past times on many occasions and by many institutions from official governments to universities to cultural institutions. The war and its relation to modern Europe and global geopolitics has multiple narratives, and for historians of media and technology, it has been marked as a turning point of the twentieth century. The war was also a mobilization of new technologies including the wristwatch and different solutions for wireless communication on the front line; the media connections were important in military operations, but they also started to enter the private sphere of the domestic life. In addition, the chemical technologies presented a more efficient way of destruction from the air both as planes and as chemical warfare, which was employed on the European front effectively; such also formed the backbone of the pesticide-enhanced agriculture of the twentieth and twenty-first century.

Many of the military operations and events took place on the outskirts of our current version of Europe, including Turkey and the Ottoman Empire. A hundred years after the war, and a hundred years after the start of the naval assault by Britain and France, on 25 April 1915, the digital photographs in the installation tell a partial historical story about what remains after the war and its devastation. The images do not, however, feature the usual iconography of human memory: of old photographs juxtaposed with other objects of memories; of faces as souvenirs of the old grainy image era transported in photography. It is a story not so much of faces but of landscapes of war and technology, of chemistry and destruction.

The photographic installation is a mini-landscape that occupies one wall. The images commemorate the First World War as an event of technological warfare of massive ecological scales. But it also becomes clear that the commemoration works in alternative ways; it is less as a celebration of the Ottoman victory than a subtle sort of a monument that entangles social history and natural history, and acts as a conglomeration of different temporal regimes. Even this distancing from the nationalist narrative is worthwhile noticing in the midst of the years of strong religiously tuned nationalist rhetoric and policy measures of current day Turkey. But the temporal politics of the images works differently. Enhanced by the atmosphere of silence surrounding the digital images placed on the walls of the Depo-gallery, İncirlioğlu’s piece is described as a commentary on the two times of “human life and the time of nature,” as the accompanying text on the wall informs. A usual historical narrative builds the memory around the 100 year milestone from the events, but the piece reminds of the multiple ways of narrating and recording time — not a passing of time, but a slow chemical sedimentation of time; it reminds how time is not merely a passing of events, but a milieu of multiple ways of accounting for it in the midst of human and non-human agents. It expresses a landscape of time, but not a landscape of the usual mastery through which we have been accustomed to think of nature in art history. It is a landscape, which we are still involved in.

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Fig. 2: Installation view at Depo Gallery of “Her Taraf – No Man’s Land”. Used with permission.

The title “No Man’s Land” refers to the contested zone between the trenches that during the long months until January 1916 changed occupation many times. It brings to mind the various historical narratives of human misery that the existential non-space of the trench meant — both in terms of anxiety of waiting, the deadly warfare and also the stink of diseased bodies.

For material stories of the war, writers have addressed “bunker archaeology”5 as the architectural legacy of war that transforms into the concrete aesthetics of the Cold War that still lingers on in port and other towns bombed down during the latter of the two world wars, and replaced by Brutalist building blocks in many of their central quarters. But İncirlioğlu extends from the social and human history of ruins to what lies beneath the architectural as its ground, the soil and the seabed. His photographic installation talks of the invisible chemical traces of dead bodies, body parts, barbed wired, gun shells, mines, dead trees, and flora — a natural history of the intensity of the war localized back then in Çanakkale but one that seems in its own way planetary. The geopolitical aim of landing through Çanakkale to reach Istanbul never succeeded according to the plans, but the geophysical legacy of such warfare in the age of advanced machinery left its concrete trace in the soil. İncirlioğlu’s meditation is not, however, only about that particular piece of land, the landing site and its territories formed of trenches, blue waters giving way to the war ships that connected to the supply routes, distant ports in England and other places, and many other operations; it also includes a global perspective.

He continues by way of a short biospheric meditation of technical war: “Today, it is possible to say that the global state of war that also encompasses the biosphere has been going on for a century.”6 İncirlioğlu continues referring to the annihilation of masses in the Middle East, Africa, Asia — an extension of the continued war; on the other, the “total destruction of human habitats, rivers, forests and the biological-mineral world is being processed on by the neo-liberal policies worldwide. In this context, today’s Istanbul’s northern forests, quarries, African gold mines, vast territories of fracking in Canada and all other sites of destruction […] resemble the scene of a ‘no man’s land’.”7

The story told was not after all a commemoration of a war that ended but the war that never ended ; the war that facilitated an entry of new sorts of technical forms of control,  regulation, production of chemicals and more — an apt theme considering we are living in a sort of a continuous Cold War8 defined by territorial claims, energy wars, realpolitik of terrorism entangled with geopolitics, movements of biomass that expresses itself as the human suffering of forced refugee movements. Beginnings and endings become only temporary markers for narratives that are insufficient for the complexity of this time. The sort of a war we are addressing does not lend itself to easy stories of ideological oppositions but to complex networks, which entangle strategies and tactics with environmental realities and the finitude of the world of energy and materials. These sorts of wars are geopolitical in the fundamental sense, and do not involve just the two sides of troops in trenches. Indeed, it moves the focus from the human actors, soldiers, tragedies of personal, family and other scales to those of soil, the ground, the air — an elemental tragedy that is the backdrop in which a drama of the Anthropocene might unfold. It is also a tragedy that comes out clearest in its slowness.

Surface Prediction

April 14, 2018 1 comment

I am giving a talk in Paris at the École Normale Supérieure and using it as an opportunity to present some new work. This writing stems from some collaborative work with artist Abelardo Gil-Fournier with whom we ran a collective workshop at transmediale on Surface Value . The practice-led workshop was set in the context of our larger discussion on surfaces, media and forms of valuation that pertain both to military and civilian spheres of images (such as aerial imaging) and continuing it in relation to contemporary forms of machine learning and neural networks that take their data from geographical datasets. Hence we are working on this question of prediction as it pertains to geographical and geological surfaces and how these forms of images (from time-lapse to prediction) present a special case for both financial uses of such predictive services and also their experimental angle as forms of moving image – experimental “video” art on a large scale.

Here’s a further excerpt from the talk that also draws on work by Giuliana Bruno, Lisa Parks, Caren Kaplan, Ryan Bishop and many others:

What I want to extract from this research platform that Gil-Fournier’s work offers are some speculative thoughts. At the basis of this is the idea that we can experiment with the correlation of an “imaged” past (the satellite time-lapses) with a machine generated “imaged” future and to test how futures work; how do predicted images compare against the historical datasets and time-lapses and present their own sort of a video of temporal landscapes meant to run just a bit ahead of its time. Naturally would easily risk naturalising things that are radically contingent: mining operations, capital investments, urban growth and financial valuations, geopolitical events, and such. But instead of proposing this as naturalisation, it works to expose some of the techniques through which landscapes are flattened into such a surface of not only inscription of data, but also images in movement. Here,  the speculative is not some sort of a radically distinguished practice that stands out as unique aberration but increasingly the modus operandi and the new normal of things  (Bratton 2016, 2017). What’s interesting is that it spreads out to a variety of fields: the image becomes a speculative one, with interesting implications how we start to think of video; it is also a financial one, as such data-feed mechanisms are also part of what Cubitt describes as one of the forms of geomedia; and it is about landscapes, as they are part of the longer lineage of how we read them as informational signs.

It’s here that the expanded image of a landscape is also embedded in a machine learning environment which also feed as part of financial environments. There are multiple ways how the ecology of images in machine learning works with time – the form of moving image that is the timelapse is also faced with the temporal image of predictions. The technical basis of digital video becomes one reference point for where to start unfolding the other sides of AI as machine learning: this is post-digital culture also in this sense, where not only images of earth surfaces change in view of the data analytics, but the aesthetic contexts of analysis – namely, moving image and video that feed forward (cf. Hansen).


[Image from Abelardo Gil-Fournier’s workshop materials].

Narratives of a Near Future: Air

February 13, 2018 Leave a comment

In December 2017, I gave one of the invited talks at the Geneva art school, HEAD. Under the main rubric of Narratives of Near Future, we were invited to address the Anthropocene. Mousse magazine wrote a review of the event and m y talk on air (and featuring a bit of Talking Heads) is now online and found here:

Inventing Pasts and Futures: Speculative Design and Media Archaeology

January 16, 2018 2 comments

I wrote a paper some years ago on media archaeology (esp. imaginary media research) and speculative design, to put the two parallel fields in closer dialogue. The text will be featured in a book that is still in preparation and because the first version was written some three-four years ago, I thought at least to add a couple of the first lines online. This is still the version that is not copy edited, but hopefully out one day too! Here’s the start. For the full draft version, please get in touch.

Inventing Pasts and Futures: Speculative Design and Media Archaeology

  1. Introduction: Imaginary Media as Impossible Yet Necessary Techniques

To be able to start with the non-existent, sometimes even the absurd, is a skill in itself. It can be a methodological way of approaching reality not as ready and finished but produced and open to further variations, potential and a temporality that includes the possibility of something else. Like with all methods, the skill of thinking the non-existent needs practicing. It also needs institutional contexts that are able to support such an odd task that seems devoid of actual truth value and easily dismissed as not incorporating the epistemological seriousness required of the academic subjects. Despite the difficulty of giving a good one-liner definition that could cover all aspects of different traditions of media archaeology, it is safe to say that it has been able to create an identity as a field interested in the speculative. This has meant many things from mobilisation of media history executed by way of surprising connections across art, design, technology and architecture to acknowledging the unacknowledged, a sort of a search and rescue-operation for devices, stories, narratives, uses and misuses left out of the earlier registry. Archaeology has been sometimes used as a general term for the way in which we investigate the conditions of existence of media culture, and the media technical conditions of existence of cultural practices – two things that are closely connected, with the two aspects in co-determining relations: media technology and cultural practices. And it also bends our notions of history and time itself. As Thomas Elsaesser (2016, p. 201) puts it, it is a symptom of a very different sort of a relation to the past: ‘on the one hand, it suggests a freeing up of historical inevitability in favour of a database logic, and on the other hand, it turns the past into a self-service counter for all manner of appropriations.’

Already, early on, imaginary media was one part of the media archaeological body of research. It had the clear aim of reminding scholars and artists that media technological reality was not to be restricted to what actually is. It was not to be contained by the histories of technological achievement but meant to relate to the broader cultural and artistic history, which technology can be imagined, and where it returns as imaginary attachments to values, affects, aspirations and dreams. Eric Kluitenberg (2011) articulates that such shifts are sometimes almost as if seamless, something rather prescient in the marketing discourses of digital culture. We feel constantly even emotionally attached to dream devices of corporations, carefully framed by their sales pitches as part of a wider infrastructure of desire. While such an attachment is odd enough, broadly speaking the discourses of imaginary connections constitute also our cultural topoi (Huhtamo 2011a), which then become the environment for recursive dreaming that characterizes consumer culture and production of reality.

But how boring it would be to restrict oneself to what is actual. A variantology of imaginary media, as Kluitenberg puts it (2011, p. 57) can reach out to theological discourses, aliens and the dead, to things untrue and yet so impactful for any account of cultural history. Such imaginations are ways to rethink the usual coordinates of time and space – the time of not merely a past-that-was, but a past-that-could-have been; a future imagined as one recurring fantasy of rejigging the time we are in now. These are the places that are not only distant but sometimes impossible. How liberating this feels instead of buying into the ready-made dreams. No wonder such strategies can be connected to a wider political imaginary that includes geographical, racialized and gendered others. Artists such as Zoe Beloff have set scenes for alternative media histories through the silent mediums themselves – female protagonists, written into the stories. Kluitenberg points to afrofuturism as one particularly interesting political imaginary. Indeed, as the director John Akomfrah puts it in an interview with Kluitenberg, afrofuturism and other imaginary media practices are not mere mental refuge. They produce and sustain new cultural practices and spaces in which black science fiction carves its own collective existence but also facilitates relations with, for example, gay and women’s movement including in the science fiction of Octavia Butler and Samuel Delaney. What is being approached is a black techno-cultural imagination where also music plays a key role in how pasts, presents, and futures co-determine each other in new ways: ‘Black science-fiction culture, especially music, figures the past in the present by matching the quest for ‘outer’ space with new journals into the inner “technological tape” space of black sound itself via the digital utopias of jungle and techno.’ (Kluitenberg and Akomfrah 2006, p. 293). Even if also imaginary media is at times defined as ‘untimely’ (Zielinski 2006, p. 30; Kluitenberg 2011, p. 56-57), it remains actually an interesting situated practice that is aware of geographies and can challenge the Eurocentric focus of some of the speculative design discourse and practice. Hence, the more interesting of such fabulations actually become ways to imagined situated critiques by way of imaginary. In some recent work, afrofuturism has also been connected to issues of cultural heritage as a project between speculative futures and records of the past (see Nowviskie 2016).

So what does it mean to think of media archaeological and imaginary media projects in the context of speculative design? The question itself acts as a conceptual probe that searches for specific practices in both media and design. Furthermore, it is also a probe that scans the disciplinary relations of two sets of discourses about the past and the future. As two parallel fields with not much contact in the past, speculative design and imaginary media research are interested in how alternative worlds might be created and how temporal, social, and technological fabulations situate coordinates of past-future in alternative ways. I will discuss different art and design projects, cross-fertilising the two traditions of media and design theory and practice, and aim to elaborate ways how media archaeology could contribute to speculative design and to some contemporary issues in critical design. There are some earlier ideas that have suggested how this might work. For example Bruce Sterling’s idea of ‘paleo-futures’ as ‘the reserve of historical ideas, visions and projections of the future—a historical futurity of that prospective’ (Hales 2013, p. 7) is one example of the shared suitably complex time-scales of overlapping design and media archaeological imaginations, but this chapter teases out further contexts for such reserves of historical ideas.


A Surface Keynote

December 9, 2017 Leave a comment

In talk news, I will be delivering a keynote at the Apparition: The (Im)Materiality of Modern Surface-conference in March. The CfP is still open until December 16.

Right after the Leicester event, I will be giving some talks at UPenn in Philadelphia, including on the current Lab Book-project. More information online here.

Besides some other near future talks in Helsinki and Geneva, I will be in Istanbul in January for the Istanbul-launch of the Turkish translation of What is Media Archaeology?, Medya Arkeolojisi Nedir?

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November 11, 2017 Leave a comment

Visual culture nowadays.

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