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[selfconsumerofmywoes]

why am i so stressed about a doctors appointment

[scifigeneration]

New AI art has artists, collaborators wondering: Who gets the credit?

by Aaron Hertzmann

An artificial image created on the Ganbreeder site. sgc/Ganbreeder

Over the past few years, many artists have started to use what’s called “neural network software” to create works of art.

Users input existing images into the software, which has been programmed to analyze them, learn a specific aesthetic and spit out new images that artists can curate. By manipulating the inputs and parameters of these models, artists can produce a range of interesting and evocative images.

This work has gained widespread recognition through gallery shows, media coverage and two high-profile art auctions.

As an academic researcher, developer of artistic technology and amateur artist, seeing artists embrace new technology to create new forms of expression always thrills me.

But, like previous groundbreaking art movements, neural network art raises difficult questions: How do we think of authorship and ownership when these artworks come from the contributions of so many different creative individuals and algorithms? How do we ensure that all the artists involved are treated fairly?

A movement is born

The vibrant neural network art world arose in the past few years, in part, from developments in computer science.

It began in 2015 with a program called DeepDream, which was developed accidentally by a Google engineer. He wanted to find a way to visualize the workings of a neural network system designed to analyze images. To do this, he gave it an input photograph and asked it to increase the number of object parts detected in the image. The result was a panoply of weird and evocative images.

He shared his method online, and artists immediately began to experiment with it. The first gallery show of DeepDream art occurred less than a year later.

Because this software is all freely shared online, digital artists can experiment with these models, and then share their own results and modifications.

There’s an active creative community of neural network artists on Twitter who discuss the results of their experiments, along with the latest developments and controversies. And major mainstream artists have also embraced these tools, with major shows and commissions by artists like Trevor Paglen, Refik Anadol and Jason Salavon.

Nonetheless, this open sharing challenges the ways we think about art. Christie’s sale of the image “Edmond de Belamy, from La Famille de Belamy” in November 2018 for nearly US$500,000 indicated that something was awry.

Why? To make this image, the artist group Obvious used the source code and data that another artist, Robbie Barrat, had shared freely on the web.

Obvious had every right to use Barrat’s code and claim authorship of the work. Nonetheless, many criticized Christie’s for elevating the artists who played only a small part in the creation the work. This was generally read as a failure of Christie’s, particularly in the misleading way it promoted the work, rather than a need to rethink authorship of AI art.

The emergence of Ganbreeder

These issues really become unavoidable in Ganbreeder, a beguiling new website for creating images with neural networks.

Ganbreeder is an endless source of inspiring, intriguing, weird and fascinating imagery. Unlike the images that emerge from DeepDream, which quickly become repetitive, it seems like no single human mind could ever be capable of producing Ganbreeder’s diverse range of original imagery.

A few recent images from the Ganbreeder site. Ganbreeder

Ganbreeder was launched last November by Joel Simon. Each Ganbreeder image is created with input parameters that you choose by modifying the parameters of other images on the site. The site stores the lineage of each image, so that you can see all who contributed to a final image.

If you like an image you’ve found or created, you can order a custom print on wood from an entrepreneur and artist named Danielle Baskin. She touches up the print with paint, but instead of signing it, labels the back of the work with a QR code that points to image’s unique lineage.

She does this because each image is the result of many people’s contributions, which makes it difficult to attach the name of any one sole artist to each new artwork.

Giving credit where credit’s due

A sole artist, however, has already taken credit.

When Alexander Reben exhibited paintings he’d made of Ganbreeder images, Baskin accused him of stealing, since she and others had spent hours on the Ganbreeder site to make the images. To defend himself, Reben pointed out that Ganbreeder works were anonymous when he selected his images; user logins and attribution were only added in February.

Existing laws and conventions already address cases in which artwork is created in some form of collaboration or remix. It’s generally accepted that an artist can claim authorship simply by selecting a final image, though they should be upfront about the sources, when possible. The accusations of stealing seem to mimic those lobbed against conventional appropriation artists like Andy Warhol and Richard Prince, who famously enlarged and modified Instagram posts made by other users.

However these neural network works seem to be a different sort of work. The contributions of the neural network model and the other users of the site are all inseparable from the result. No one contributor seems to be “the artist.”

One possible way to view these new works of art is to think of them like open source software. Open source is a model for software development in which anyone can contribute to or use open software packages. It has led to the creation of major software tools, like Linux and major neural network software, that could not have been developed otherwise. Likewise, the new neural network artworks could not have been created without open sharing of software and data.

Open source projects specify clear rules for how the software may be used and credited: Some software may be extended and sold, while other projects must always be distributed for free. Each programmer’s contributions are recorded; how they are credited also depends on the individual project.

Like open source software, sites like Ganbreeder could establish clear rules for artistic authorship and credit. The guidelines should establish how to claim credit for a work, who else must be credited, and when a work can be sold or copyrighted.

Payment is a tricky issue. What happens when Ganbreeder images are used for commercial work – say, book covers or film production? For more mundane contributions, Baskin has suggested that payment could be shared among the work’s many contributors. This could become profitable; the royalties from a single major advertising campaign could pay for a lot of artists’ meals.

A ‘photography of imaginary things’

Then there’s the issue of value and intent. Can these works ever rise to the status of great art?

Some of an artwork’s value simply lies in its intrinsic aesthetic properties, the way a mountain might be beautiful. But we also value work because it emerged out an artist’s vision, intention and skill.

An open source artwork lies somewhere in the middle. This imagery represents the outcome of many human minds making deliberate artistic selections. But where was the intent? Surely, an early contributor had no idea how their work would be used.

Is it like asking for the intent behind a beautiful mountain? Or is the artist making the final choice the sole source of intent?

Previous art technology raised similar questions, notably with the invention of photography. When the medium first emerged, many claimed that photography could not be art at all. After all, they argued, it’s the machine that’s doing all the work – a sentiment now echoed in today’s misguided claims that “AI creates its own art.”

It took a while, but photography was eventually recognized as its own artistic medium. Moreover, it catalyzed the modern art movement by forcing artists to stop placing realism on a pedestal. Because they could never match the realism of the camera, they needed to figure out a way to create works that no mere machine could replicate.

Neural network art is now a kind of photography of imaginary things.

Like photography, neural art can create a seemingly infinite set of images, none of which seem to have much value on their own. The value comes from the unique way in which the artist uses these tools – how they set parameters, select subjects, adjust image details or curate a set of images that make a larger point.

With new neural models being released at a staggering pace, these issues will only become more urgent as more wonderful, weird and inspiring imagery emerges.

About The Author:

Aaron Hertzmann, Affiliate Faculty of Computer Science, University of Washington

This article is republished from our content partners at The Conversation under a Creative Commons license. 

[newstfionline]

Headlines

White House, Congress agree on $2 trillion virus rescue bill (AP) The White House and Senate leaders of both major political parties announced agreement early Wednesday on an unprecedented $2 trillion emergency bill to rush sweeping aid to businesses, workers and a health care system slammed by the coronavirus pandemic. The urgently needed pandemic response measure is the largest economic rescue measure in history and is intended as a weekslong or monthslong patch for an economy spiraling into recession and a nation facing a potentially ghastly toll. The economic rescue package would give direct payments to most Americans, expand unemployment benefits and provide a $367 billion program for small businesses to keep making payroll while workers are forced to stay home. (NYT) Americans with direct-deposit bank account information on file with the Internal Revenue Service for tax refunds--about 70 million people--should see their payments arrive within a few weeks of the bill being signed into law. Eligible Americans who do not have such information on file, and thus will be waiting for a check in the mail from the I.R.S., will need to wait up to four months to receive one.

New York is a ‘high-risk area’ (NYT) Vice President Mike Pence on Tuesday advised people who have passed through or left the city recently to place themselves in a 14-day quarantine. About 60 percent of the country’s new confirmed cases of the coronavirus were in the New York City metropolitan area, officials said.

Gangs call curfews as coronavirus hits Rio favelas (Reuters) Criminal gangs that have long held sway across Rio’s favelas are taking their own precautions against the virus, according to residents and press reports. The “baile funk” dance parties have been called off. Some open-air drug markets are closed for business. Gangs and militias have imposed strict curfews. Coronavirus is coming, and Rio de Janeiro’s lawless favelas are gearing up for the onslaught.

Prince Charles tests positive for Covid-19 (Telegraph) The Prince of Wales has tested positive for coronavirus and is working from home with mild symptoms. A Clarence House spokesman said he was “displaying mild symptoms but otherwise remains in good health and has been working from home throughout the last few days as usual”. Prince Charles, 71, and the Duchess of Cornwall, 72, are now self-isolating at their home in Scotland.

Coronavirus may have infected far more than estimated (Financial Times) The new coronavirus may already have infected far more people in the UK than scientists had previously estimated--perhaps as much as half the population--according to modeling by researchers at the University of Oxford. If the results are confirmed, they imply that fewer than one in a thousand of those infected with Covid-19 become ill enough to need hospital treatment, said Sunetra Gupta, professor of theoretical epidemiology, who led the study. The vast majority develop very mild symptoms or none at all.

Virus Knocks Thousands of Health Workers Out of Action in Europe (NYT) Across Western Europe, health care professionals have used the language of war to describe the struggle against the coronavirus, which has left some hospitals on the brink of collapse. Out of Spain’s 40,000 confirmed coronavirus cases, 5,400--nearly 14 percent--are medical professionals, the health ministry said on Tuesday. No other country has reported health care staff accounting for a double-digit percentage of total infections. But the problem is widespread throughout Europe. In Italy, France and Spain, more than 30 health care professionals have died of the coronavirus, and thousands of others have had to self-isolate. The same dynamics are starting to take hold in Britain and the United States, where the contagion is bearing down but has yet to fully bite.

Drone surveillance in France (Worldcrunch) The enforcement of countrywide quarantine restrictions in France just got a tad more dystopian, with the use of drones and helicopters to monitor citizen’s movements, Marseille-based daily La Provence reports. With more than 100,000 police deployed to monitor strict restrictions on movement, drones have already been deployed in the southern cities of Nice and Marseille to film public spaces and announce the details of the new measures over their loudspeakers.

German state to release some 1,000 prisoners due to coronavirus (Reuters) Germany’s most populous state North-Rhine Westphalia plans to release as many as 1,000 prisoners in order to free up cells to be used as quarantine rooms out of concern that coronavirus could spread unchecked in jails, its justice minister said.

Greece pushed to help island refugees at risk of coronavirus (Foreign Policy) Heeding calls from members of the European Parliament, the European Union has asked Greece to get those most vulnerable to coronavirus away from its crowded island refugee camps. Home Affairs Commisioner Ylva Johansson said plans are in progress, “We are working together with the Greek government and the Greek authorities to agree on an emergency plan to help reduce the risk as much as possible in the overcrowded hotspots on the islands,” she said. The EU promised to remove 1,600 unaccompanied children from the island camps at the beginning of the month and has yet to do so.

In Russia, facial surveillance and threat of prison being used to make coronavirus quarantines stick (Washington Post) Russian officials are threatening five years in prison to deter possible coronavirus spreaders. Russia has pulled some tools from its authoritarian toolbox to battle the disease, including the use of facial-recognition technology to track people ordered into self-isolation. The government is also developing a system using geolocation data from mobile operators to monitor individuals.

Fears of Imported Coronavirus Cases Rise in China (Foreign Policy) New coronavirus cases are officially nearing zero within China, except for imported infections--those among people traveling from abroad. The rest of the world is now seen as the threat, and foreigners are increasingly facing discrimination, especially in Beijing. Signs on some businesses in the capital forbid foreigners from entry, and many hotels are refusing to accept foreigners--including residents--unless they are mandated as quarantine sites for recent arrivals. Security staff are even turning away foreigners from offices and apartment buildings. As Chinese officials blame the outside world for the coronavirus, this treatment is likely to only get worse--and residing in the country is likely to become more difficult.

Israel’s parliament speaker resigns, but gavels session closed before replacement elected (Washington Post) Israel’s speaker of the parliament abruptly resigned Wednesday, hours before a court-imposed deadline mandated a vote on replacing him. Knesset Speaker Yuli Edelstein averted one constitutional crisis, but may have sparked another when he immediately gaveled the Knesset out of session until next Monday, infuriating 61 lawmakers who were ready to elect a new speaker. Activists have accused the speaker and Prime Minister Benjamin Netanyahu of exercising a power grab in the name of fighting the pandemic. A week ago, Netanyahu’s justice minister abruptly suspended all court activities two days before Netanyahu was scheduled to begin his own trial on corruption charges.

Tripoli officials say clashes escalating over Libyan capital (AP) Clashes between rival Libyan forces for control of Tripoli have escalated as militias allied with the U.N.-supported government based in the country’s capital launched an offensive on a military base held by their rivals.

Islamists ambush Nigerian forces (Foreign Policy) Islamist militants killed 70 Nigerian soldiers in an ambush in the village of Gorgi in the north of the country. According to Reuters sources, the attack involved rocket-propelled grenades and heavy weaponry. Nigerian military spokesman Sagir Musa confirmed the attack, but has disputed the death toll.

Teaching a locked-down world (Worldcrunch) How will today’s children look back on this moment? Beyond the fears about contagion and rumors circulating on social media, many will no doubt remember the coronavirus outbreak with two words: School’s out. With UNESCO estimating at least 130 countries facing nationwide closures, educators are forced to improvise.

In some parts of the world, schools have set up online classes on platforms like Zoom and Skype that have offered the possibility for the learning to continue in ways that wouldn’t have been possible even just a few years ago. Still, as Le Monde reports, even in France’s robust national education system technical glitches have slowed down classes since the country was put on lockdown last week. And of course many students without digital access simply remain shut out from learning for months at a time.

Beyond such digital divides, television and radio (which more families have access to) has come in handy: Argentina’s public television and radio are broadcasting special educational programming, with a website with e-books, interactive tools and other learning materials was set up to complement the broadcast programs. The Czech Republic’s Ministry of Education also instated educational public television programs--in a mere 5 days. TV editors were originally sceptical as many teachers had no experience in front of a camera, yet the first episodes proved successful with high viewership among 4-12 year olds. In Norway, the prime minister herself lent a hand, holding a national press conference for children, explaining the measures put in place to fight the virus and answering questions ranging from “Can I have a birthday party?” to “What can I do to help?”

Meanwhile, China gave us a reminder that no matter how much young people still need to learn, they’re bound to outsmart us. Students in Wuhan flooded their homework app with 1-star reviews in a collective effort to try to get it kicked off the App Store. School’s out!

[thepayonercard20-blog]

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