Skip to content Skip to sidebar Skip to footer

With ‘Unsupervised,’ the digital artist’s A.I. work makes its major museum debut.
Richard Whiddington, November 21, 2022
Imagine the following proposition: after viewing all 130,000 works in the Museum of Modern Art’s collection, a person is asked to produce an artistic reflection. Assuming the individual hasn’t died of exhaustion, what might their work look like? This premise is at the heart of Refik Anadol’s Unsupervised, a newly unveiled project that feeds the museum’s collection into an A.I. that spits out ceaselessly shifting works of beguiling shape and color.
We know machines can learn, we know they can create (thanks to A.I. image generators), but, Anadol asks, can they dream or hallucinate? If these questions sound eerily similar to Philip K. Dick’s Do Androids Dream of Electric Sheep? it’s no coincidence. Anadol claims Ridley Scott’s film adaptation Blade Runner has haunted his thinking since boyhood, in particular the realization of the replicant Rachael that her memories have been implanted.
At MoMA, Anadol plays Eldon Tyrell, a man eager to see the dreams and memories of a machine burdened with 200 years’ worth of art images.
“We feel museums have a responsibility to support artists who are exploring and critiquing new technologies such as blockchain and artificial intelligence,” MoMA curators Michelle Kuo and Paola Antonelli told Artnet News. “With Anadol, we hope to give visitors a new experience and perception of art.”
Standing in MoMA’s cavernous lobby and watching Unsupervised work is certainly a novel experience. It fills a 24-by-24 feet screen with a restless sculpture, some mutant form that is crimson marshmallow one moment and luminescent cobweb the next. Blink and its form, texture, color is anew.
Courtesy MoMA
Strictly speaking, Unsupervised plays in three aesthetic styles, or what Anadol calls chapters. “We began 18 months ago and the chapters are basically artworks where we reconstruct the brain of A.I. and influence them,” Anadol told Artnet News, noting that two of the works are generative and the other is precomputed. “It’s all machine made. We don’t know which work will play when and how.”
In basic terms, Anadol uses a UMAP algorithm to reduce the dimensional complexity of the archive and scan it for similarities. The result is what the artist calls “a data universe.” This is then run through generative adversarial networks (GANs) programmed to produce the visual associations it learns as it reviews images. A curatorial touch is added with his team tinkering with parameters, such as the color, interconnectedness between data points, and the specific moment in time and space at which the work is created.
Set to run through March 2023, the installation is, surprisingly, Anadol’s first solo showing in North America. “I think a lot about the use of public spaces,” Anadol said. “I first came to MoMA in 2011 and to be in this location, [with Unsupervised being] one of the first things visitors see, is amazing.” These visitors are turned into unwitting creators through the real-time inputs including movement, light changes, and acoustic volume that Anadol has incorporated.
“The data visualizations are subtly inflected by this live feedback from the atmosphere, like a river affected by the wind,” said Antonelli and Kuo. “Unsupervised is open to chance and serendipity.”
Courtesy MoMA.
The installation brings to physical space a project that began online last year when Anadol minted his museum-trained hallucinations as NFTs on new-media platform Feral File. The move saw MoMA join a wave of elite cultural institutions from the Uffizi to the British Museum harnessing the hottest art trend of 2021.
After bruising lockdowns and with visitation well below pre-pandemic levels, Unsupervised didn’t simply engage with the latest digital art development, but also offered a new revenue source. The museum received 17 percent of primary sales and draws five percent of all secondary sales. A quick browse of Feral File shows a slow, yet steady trade of Anadol’s NFTs.
Seeing the collaboration as an opportunistic money grab, however—a charge pointed at some of the museum’s peers—would unfairly taint the project itself and MoMA’s track record of promoting creatives working at the intersection of art and technology.
“The primary success is Refik creating work from the extraordinary collection of images that represent MoMA’s collection,” Michael Nguyen, Head of Operations at Feral File’s parent company Bitmark, told Artnet News. “As we continue to work with both, we see Unsupervised as the start of more exciting things to come.”
As it showed in the 2017 exhibition “Thinking Machines,” which traced the early history of computer art primarily through works in its collection, MoMA has long been a venue that proactively seeks out and platforms emerging artistic practices. Other landmarks include launching its first website in 1995, and uploading its entire collection to GitHub in 2015. To go back even further, beginning in the early 1930s, the museum was one of the first U.S. institutions to start collecting photography, a medium that fell prey to the same accusations of undermining human creativity currently aimed at A.I. art.
Courtesy MoMA.
For much of the past decade, Anadol has been diving deep into the world of A.I. alongside data scientists, architects, and artists from his Los Angeles studio. His perchance for gargantuan datasets—think petabytes—began in 2017 when he discovered an open-source archive of 1.7 million cultural documents in Istanbul called SALT.
Leveraging the supercomputers and A.I. expertise at his disposal as a resident of Google’s Artists and Machine Intelligence project, Anadol used SALT to create immersive media installations that revealed unexpected connections between the documents. It’s a feat of mass data and grand projections he’s since repeated for the cities of Seoul and San Francisco, the Los Angeles Philharmonic, and Artechouse.
Unlike previous installations, however, Unsupervised tackles the aesthetic underpinnings of art itself, its mathematic, data-based qualities. As Leland McInnes, developer of the UMAP technique Anadol uses, told Artnet News, “It’s stunning to see my work used at MoMA. There are deep connections between abstract mathematics and art, and Refik Anadol’s work concretely realizes this interplay.”
At MoMA, Anadol takes visitors on a journey through time, one that considers alternate art histories, images that were never made, offshoots of movements that never branched out. But it also points at possible futures, collaborations between machines that perceive the imperceivable and humans that define that undefinable thing called taste.

Share
By Anna Sansom, 42 mins ago
©2022 Artnet Worldwide Corporation. All Rights Reserved.var w = Math.max(document.documentElement.clientWidth, window.innerWidth || 0),
h = Math.max(document.documentElement.clientHeight, window.innerHeight || 0),
pagetype = document.querySelector(‘meta[property=”og:type”]’).getAttribute(“content”),
pagetypeurl = document.URL,
pagetypeforce = pagetypeurl.substr(pagetypeurl.length – 3);
isnewsletter = pagetypeurl.includes(“?page_1”);
w = pagetype + 20 * Math.round(w / 20), h = pagetype + 20 * Math.round(h / 20), googletag.cmd.push(function() {
googletag.pubads().setTargeting(“width”, w), googletag.pubads().setTargeting(“height”, h), 1 == isnewsletter && googletag.pubads().setTargeting(“isfirstpage”, [‘Y’, pagetypeforce] )
});
(function defernl() {
if (window.jQuery) {
if (jQuery(window).width() > 619) {
setTimeout(function() {

var cookieSettings = {
recentlyShown: {
expiration_minutes: 5
},
signedUp: {
expiration_days: 14
},
closedSignupBar: {
expiration_days: 5
}
};

var generalSettings = {
loadFontAwesome: false
};

if (!window.jQuery) loadJQuery();
var $ = window.jQuery;

function addCss(fileName) {
var head = document.head
, link = document.createElement(‘link’);

link.type = ‘text/css’;
link.rel = ‘stylesheet’;
link.href = fileName;

head.appendChild(link);
}

function appendNewsletterSignup() {
var signup =

//hide on mobile phones
+ ‘ @media (max-width: 575px){ #ouibounce-modal {display:none !important;} }’
+ ‘ @media (max-width: 767px){ .close-signup {top:0 !important;} }’
+ ‘ @media (max-width: 1199px){ #ouibounce-modal .description {font-size:13px !important;} }’
+ ”
+ ‘


+ ‘


+ ‘


+ ”
+ ”
+ ‘


+ ‘


+ ‘

Get hand-picked stories from our editors delivered straight to your inbox every day.


+ ‘


+ ‘


+ ‘


+ ‘


+ ‘


+ ‘Please enter a valid email address’
+ ‘


+ ‘


+ ‘


+ ‘


+ ‘
+ ‘


+ ”
+ ”
+ ‘


+ ‘


+ ‘


+ ”
+ ‘


+ ‘


+ ‘


+ ‘


+ ‘

‘;

$(‘body’).append(signup);
}

var paywallPagesRegex = /^/subscribe|subscribe-confirm|my-account(/|$)/;

function initNewsletterSignup() {
// don’t show it on paywall-related pages where the user might be in the process
// of subscribing, or managing their account
if (paywallPagesRegex.test(window.location.pathname)) {
return;
}

// Append ouibounce to page
var ouibounceScript = ”;
$(‘body’).append(ouibounceScript);

// Add animation css
addCss(‘https://cdnjs.cloudflare.com/ajax/libs/animate.css/3.5.2/animate.min.css’);

if (generalSettings.loadFontAwesome) {
addCss(‘https://maxcdn.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css’);
}

// Check if ouibounce exist before calling ouibounce
var initOuibounce = setInterval(function() {
if (typeof ouibounce !== ‘undefined’) {
appendNewsletterSignup();

var $modal = $(‘#ouibounce-modal’);
SignupForm.init($modal.find(‘form’), function onSuccess() {
//hide form fields and show thank-you message
$modal.find(‘.form-row’).hide();
$modal.find(‘.newsletter-signup-thank-you’).fadeIn(‘fast’);

setNewsletterCookie(‘signedUp’, 1);

//after successful signup, hide the signup bar after 5 seconds
setTimeout(function() {
closeSignupBar();
}, 5000);
});

// Handler for close signup button
$(‘body’).on( ‘click’, ‘.close-signup’, function(){
setNewsletterCookie(‘closedSignupBar’, 1);
closeSignupBar();
});

ouibounceAPIaccess = ouibounce(
$modal[0], {
aggressive: true,
sensitivity: 50,
callback: function() {
slideInModal(‘Down’);
}
}
);

clearInterval(initOuibounce);
}
}, 100);
}

function slideInModal(upOrDown) {
$(‘#ouibounce-modal’)
.removeClass(‘slideOutDown slideOutUp’)
.addClass( ‘slideIn’ + upOrDown );

setNewsletterCookie(‘recentlyShown’, 1);
}

function setNewsletterCookie(cookieName, value) {
//exdays*24*60*60
var settings = cookieSettings[cookieName];
var expirationMinutes = settings.expiration_minutes;
if (!expirationMinutes) {
expirationMinutes = daysToMinutes(settings.expiration_days);
}
setCookie(cookieName, value, expirationMinutes);
}

function daysToMinutes(numDays) {
return numDays * 24 * 60;
}

/**
* Generic setCookie() method, used by setNewsletterCookie().
* There is probably no need to call this directly – use setNewsletterCookie().
*/
function setCookie(cname, cvalue, expMinutes, prefix) {
//default prefix is ‘artnet_newsletter_’
if (prefix == undefined) {
prefix = ‘artnet_newsletter_’;
}
var d = new Date();
d.setTime(d.getTime() + (expMinutes*60*1000));
var expires = “expires=”+d.toUTCString();

//console.log(prefix + cname + “=” + cvalue + “;” + expires + “;path=/”);
document.cookie = prefix + cname + “=” + cvalue + “;” + expires + “;path=/”;
}

function getCookie(cname, prefix) {
//default prefix is ‘artnet_newsletter_’
if (prefix == undefined) {
prefix = ‘artnet_newsletter_’;
}
var name = prefix + cname + “=”;
var ca = document.cookie.split(‘;’);
for(var i = 0; i <ca.length; i++) {
var c = ca[i];
while (c.charAt(0)==' ') {
c = c.substring(1);
}
if (c.indexOf(name) == 0) {
return c.substring(name.length,c.length);
}
}
return "";
}

function closeSignupBar() {
var $modal = $('#ouibounce-modal');
$modal.addClass( $modal.hasClass('slideInUp') ? 'slideOutDown': 'slideOutUp' );
}

function loadJQuery() {
var script = document.createElement('script');
script.src = "https://code.jquery.com/jquery-3.1.1.min.js";
script.integrity = "sha256-hVVnYaiADRTO2PzUGmuLJr8BLUSjGIZsDYGmIJLv2b8=";
script.crossorigin = "anonymous";
document.body.appendChild(script);
}

function checkCookies() {
//if any of these cookies are found, we don't show the modal.
var cookieNames = ['recentlyShown', 'signedUp', 'closedSignupBar','signup_cookie'];
var i = cookieNames.length,
found = false;
while (i–) {
if (getCookie(cookieNames[i]).length) {
found = true;
break;
}
}

if (!found) {
initNewsletterSignup();
}
}

var SignupForm = {
regex: {
email: /^([a-zA-Z0-9_.-])+@(([a-zA-Z0-9-])+.)+([a-zA-Z0-9]{2,4})+$/
},

// Init – Anything you want to happen onLoad (usually event bindings)
// ——————————————————————-
init: function (formElement, onSuccess) {
var ctx = this;
ctx.customSerializer();
if (!onSuccess) {
throw Error('onSuccess callback is required');
}

var $form = $(formElement);
$form.submit(function(e){
e.preventDefault();

var $email = $form.find('.signup-email');
var valid = ctx.validate( $form, $email);
if(valid){
// Hide the errors
$form.find('.errors').children().hide();
// Submit the form
ctx.submit($form, onSuccess);
} else {
// Focus on the email input box
$email.focus();
// Show email validation error and hide other errors
$form.find('.invalid-email').show().siblings().hide();
}
});
},

// FUNCTIONS
// ===================================================================

// Signup validation
// ——————————————————————-
validate: function( $form, $email ){
var ctx = this;
// Does the email match our regex?
return ctx.regex.email.test( $email.val() );
},

// Signup submission
// ——————————————————————-
submit: function($form, onSuccess) {
var ctx = this;
$.ajax({
type: $form.attr('method'),
url: $form.attr('action'),
data: JSON.stringify( $form.serializeFormJSON() ),
// dataType: 'json',
contentType: 'application/json; charset=UTF-8',
crossDomain: true,
timeout: 10000
})
.done(function(data, textStatus, jqXHR) {
onSuccess();
})
.fail(function(jqXHR, textStatus){
// Show signup failure error and hide other errors
$form.find('.signup-failed').show().siblings().hide();
});
},

// Extends jQuery with a function to serialize to JSON
// ——————————————————————-
customSerializer: function(){
$.fn.serializeFormJSON = function () {
var o = {};
var a = this.serializeArray();
$.each(a, function () {
if (o[this.name]) {
if (!o[this.name].push) {
o[this.name] = [o[this.name]];
}
o[this.name].push(this.value || '');
} else {
o[this.name] = this.value || '';
}
});
return o;
};
}
};

//show automatically after delay
setTimeout(function(){
var $modal = $('#ouibounce-modal');
//if there are cookies indicating that we shouldn't show the signup bar, then the modal won't have been added to the page
//and we can just return here.
if (!$modal.length) {
return;
}
//don't run this function if the user has already triggered the modal by leaving the viewport
if ($modal.hasClass('slideInDown')) return;

//position at bottom of screen
$modal.css({
top: 'auto',
bottom: 0
});

slideInModal('Up');
$modal.show();

},20000); //20 seconds

$(function() {
checkCookies();
});

}, 7500);
}
} else {
setTimeout(function() { defernl() }, 250);
}
})();

You are currently logged into this Artnet News Pro account on another device. Please log off from any other devices, and then reload this page continue. To find out if you are eligible for an Artnet News Pro group subscription, please contact [email protected]. Standard subscriptions can be purchased on the subscription page.
Log In

source

Leave a comment