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    Music, Science and Healing Intersect in an A.I. Opera

    “This is what your brain was doing!” a Lincoln Center staffer said to Shanta Thake, the performing arts complex’s artistic director, while swiping through some freshly taken photos.It was the end of a recent rehearsal at Alice Tully Hall for “Song of the Ambassadors,” a work-in-progress that fuses elements of traditional opera with artificial intelligence and neuroscience, and the photos did appear to show Thake’s brain doing something remarkable: generating images of flowers. Bright, colorful, fantastical flowers of no known species or genus, morphing continuously in size, color and shape, as if botany and fluid dynamics had somehow merged.“Song of the Ambassadors,” which was presented to the public at Tully on Tuesday evening, was created by K Allado-McDowell, who leads the Artists and Machine Intelligence initiative at Google, with the A.I. program GPT-3; the composer Derrick Skye, who integrates electronics and non-Western motifs into his work; and the data artist Refik Anadol, who contributed A.I.-generated visualizations. There were three singers — “ambassadors” to the sun, space and life — as well as a percussionist, a violinist and a flute player. Thake, sitting silently to one side of the stage with a simple, inexpensive EEG monitor on her head, was the “brainist,” feeding brain waves into Anadol’s A.I. algorithm to generate the otherworldly patterns.“I’m using my brain as a prop,” she said in an interview.The “ambassadors” included, from left, Debi Wong, Laurel Semerdjian and Andrew Turner.Vincent Tullo for The New York TimesDigital art by Refik Anadol was projected above the Tully stage.Vincent Tullo for The New York TimesJust to the side of the stage, level with the musicians, sat a pair of neuroscientists, Ying Choon Wu and Alex Khalil, who had been monitoring the brain waves of two audience volunteers sitting nearby, with their heads encased in research-grade headsets from a company called Cognionics.Wu, a scientist at the University of California, San Diego, investigates the effects of works of art on the brain; in another study, she’s observing the brain waves of people viewing paintings at the San Diego Museum of Art. Khalil, a former U.C. San Diego researcher who now teaches ethnomusicology at University College Cork in Ireland, focuses on how music gets people to synchronize their behavior. Both aim to integrate art and science.Read More on Artificial IntelligencePublic Defenders: Clearview AI’s facial recognition software has been largely restricted to law enforcement. Now, the company plans to offer access to defense lawyers.Creating Art: Artwork made with artificial intelligence won a prize at the Colorado State Fair’s art competition — and set off fierce backlash about how art is generated.Generative A.I.: Apps like Stable Fusion use artificial intelligence to create images. Some say it is the key to unlock creativity, but critics abound.Are These People Real?: We created our own artificial-technology system to understand how easy it is for a computer to generate fake faces.Which makes them a good match for Allado-McDowell, who first pitched “Song of the Ambassadors” in January 2021 as a participant in the Collider, a Lincoln Center fellowship program supported by the Mellon Foundation. “My proposal was to think about the concert hall as a place where healing could happen,” said Allado-McDowell, 45, who uses the gender-neutral pronouns “they” and “them.”Healing has long preoccupied them. They suffered from severe migraines for years; then, as a student at San Francisco State University, they signed up for a yoga class that took an unexpected turn. “I was besieged by rainbows,” they recalled in a forthcoming memoir. “Orbs of light flickered in my vision. Panting shallow breaths, I broke out of the teacher’s hypnotic groove and escaped to the hall outside. As I knelt on the carpet, cool liquid uncoiled in my lower back … as a glowing purple sphere pulsed gold and green in my inner vision.”This, they were told, was a relatively mild form of kundalini awakening — kundalini being, in Hindu mythology, the serpent that is coiled at the base of the spine, a powerful energy that generally emerges from its dormant state only after extensive meditation and chanting. Others might simply have dropped yoga. “For me, it was an indication that I didn’t understand reality,” Allado-McDowell said. “It showed me that I didn’t have a functional cosmology.”Audience volunteers were outfitted with research-grade headsets from a company called Cognionics.Vincent Tullo for The New York TimesWhat followed was a yearslong quest to get one. Along the way, they picked up a master’s degree in art and went to work for a Taiwanese tech company in Seattle. At one point, while sitting in a clearing in the Amazon rainforest, they had a thought: “A.I.s are the children of humanity. They need to learn to love and to be loved. Otherwise they will become psychopaths and kill everyone.”Later, in 2014, Allado-McDowell joined a nascent A.I. research team at Google. When the leader suggested collaborations with artists, they volunteered to lead the initiative. Artists and Machine Intelligence was launched in February 2016 — 50 years after “9 Evenings: Theater and Engineering,” the pioneering union of art and technology led by Robert Rauschenberg and the AT&T Bell Labs engineer Billy Kluver. The connection was not lost on Allado-McDowell.One of the earliest partnerships they established was with Anadol: first for “Archive Dreaming,” a project inspired by the Borges story “The Library of Babel,” then for “WDCH Dreams,” Anadol’s A.I.-driven projection onto the billowing steel superstructure of the Frank Gehry-designed Walt Disney Concert Hall in Los Angeles. For “Song of the Ambassadors,” Anadol said, “we are transforming brain activities in real time into an ever-changing color space.”Anadol’s artwork also responds to Skye’s music, which alternates between periods of activity and repose. “We wanted to bring people in and out of a space of meditation,” Skye said. “I carved out these long gaps where all we’re doing is environmental sounds. Then we slowly bring them out.”All this is tied to Allado-McDowell’s goal of testing the therapeutic powers of music in a performance setting. “Might there be policy implications?” they asked. “Might there be a role that institutions could play if we know that sound and music is healing? Can that open up new possibilities for arts funding, for policy, for what is considered a therapeutic experience or an artistic experience?”The jury is still out.“We know that listening to music has an immediate impact for things like mood, attention, focus,” said Lori Gooding, an associate professor of music therapy at Florida State University and president of the American Music Therapy Association. Positive results have been found for people who have suffered a stroke, for example — but that’s after individualized therapy in a medical or professional setting. The approach in “Song of the Ambassadors,” she said, is different because of “the public aspect of it.”Derrick Skye’s score was performed by musicians including the violinist Joshua Henderson.Vincent Tullo for The New York TimesOne goal of the project is to turn a hall like Tully into a public healing space.Vincent Tullo for The New York TimesWu and Khalil, the neuroscientists involved with the production, have yet to analyze their data. But at a panel discussion preceding Tuesday’s performance — and yes, this opera did come with a panel discussion — Khalil made a prediction that left the audience cheering.“We’ve started to understand that cognition — that is, the working of the mind — exists far outside our head,” he said. “We used to imagine that the brain is a processor and that cognition happened there. But actually, we think our minds extend throughout our bodies and beyond our bodies into the world.”With music, he continued, these extended minds can lock onto rhythms, and through the rhythms onto other minds, and then onto yet more. As for the spaces where that happens, Khalil said, “You can start to think of them as healing places.” More

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    A ‘Virtual Rapper’ Was Fired. Questions About Art and Tech Remain.

    Young people are increasingly at ease consuming culture via digital avatars or made with artificial intelligence. Should the same moral guidelines and laws apply to those works?The story of FN Meka — a fictitious character billed as the first musical artist partly powered by artificial intelligence to be signed by a major record label — might seem like a bizarre one-off. In August, Capitol Records dropped FN Meka, whose look, outlaw persona and suggestive lyrics were inspired by real-life music stars like Travis Scott, 6ix9ine and Lil Pump, amid criticism that the project trafficked in stereotypes.But to seasoned observers of technology in pop music and the debate over cultural appropriation, the rise and fall of this so-called robot rapper, whose songs were actually written and voiced by humans, has raised important questions that are not going away anytime soon.Last month alone, an A.I. artwork won a prize in Colorado and a computer program improvised a classical music solo in real time in New York City. From DALL-E 2, the technology that creates visual art on command, to Hatsune Miku, a Japanese software that does something similar for music, the arts world may be on the precipice of a sea change in how its products are created.And young people feel increasingly at ease consuming culture via digital avatars like FN Meka. It has already been happening in hip-hop: A hologram of the rapper Tupac Shakur, who died in 1996, performed at a music festival in 2012; Travis Scott gave a concert through his avatar in the video game Fortnite in 2020; and Snoop Dogg and Eminem rapped as their digital selves and their Bored Ape avatars in a metaverse performance at the MTV Video Music Awards last month.In this brave new world, do fake characters based on real people amount to unseemly borrowing, even theft, or just the kind of homage that has always defined pop music? Even when artificial intelligence does help write music, should the humans behind it be accountable for the machine-created lyrics? And as far as race is concerned, how do the rules of cultural appropriation work when the person doing the appropriating is not a human being with a unique cultural background but a fictitious identity backed by an anonymous, multiracial collective?“A lot of our moral intuitions and codes as humans may have evolved for a context where we have discrete human actors,” said Ziv Epstein, a Ph.D. student at the M.I.T. Media Lab who studies the intersection of humans and technology. “These emerging technologies require new legal frameworks and research to understand how we reason about them.”From left: The Tupac Shakur hologram, Travis Scott in Fortnite and Snoop Dogg at the Video Music Awards.From left: Christopher Polk/Getty Images; via YouTube; MTVFor FN Meka’s critics, the presence of more Black people or people of color in the rooms where the character was conceived, designed and promoted may have helped prevent the negative stereotypes that they say it furthered. Industry Blackout, a nonprofit advocacy group, said FN Meka “insulted” Black culture and leeched off the sounds, looks and life experiences of real Black artists. Capitol seemed to agree when it apologized for its “insensitivity” in a statement.To the critics, FN Meka’s (exaggerated) debt to A.I. and its exclusively digital existence had the effect of absolving the people who were really calling the shots. “There are humans behind technology,” said Sinead Bovell, a futurist and the founder of WAYE, an organization that educates young people about technology. “When we disconnect the two, that’s where we could potentially risk harm for different marginalized groups.“What concerns me about the world of avatars,” she added, “is we have a situation where people can create and profit off the ethnic group an avatar represents without being a part of that ethnic group.”In pop music generally and especially in hip-hop, the culture most likely to be exploited is Black culture, said Imani Mosley, a professor of musicology at the University of Florida.“There’s so much overlap between digital culture and Gen Z culture and Black culture, to the point where a lot of people don’t necessarily recognize that a lot of things Gen Z says are pulled from African American vernacular,” she said. “To interact with that culture, to be a part of that discourse, is to use certain digital and cultural markers, and if you don’t have access to that discourse because you’re not Black, one way to do that is to hide one’s own ethnicity behind the curtain of the internet.”For some, though, vilifying FN Meka’s creators raised the specter of artistic censorship.James O. Young, a professor of philosophy at the University of Victoria who studies cultural appropriation in art, acknowledged there is a long tradition in music of placing a premium on the artist’s lived experience. Young quoted the famous line attributed to the jazz legend Charlie Parker: “If you didn’t live it, it won’t come out of your horn.”But recently the consensus has moved toward sanctioning only art that arises out of lived experience, to the detriment of both art and political solidarity, Young argued. He pointed to an episode five years ago in which a white artist was pilloried for painting the Black civil rights martyr Emmett Till’s corpse.“One of the claims is, ‘This is digital blackface,’” Young said of FN Meka. “Maybe it is.” But he advocated for balanced examination, rather than swift reaction. “You’ve got to be very careful: I don’t think you want to claim that all representations of Black people are somehow morally offensive.”The broader impoverishment highlighted by both sides of this debate is a lack of language and concepts for discussing art that is not, or not entirely, made by people.Epstein, of the M.I.T. Media Lab, cited the thinking of Aaron Hertzmann, a scientist at Adobe Research. In a paper called “Can Computers Make Art?,” Hertzmann argued that at the moment art can be made only by humans, who are the only ones capable of interacting socially with other humans. In this understanding, machine learning is a tool; the artist behind a drawing made by DALL-E or the similar program Midjourney is not the software, but the person who gave it instructions.However, Hertzmann allowed, “Someday, better A.I. could come to be viewed as true social agents.”Meanwhile, as culture is increasingly mediated through the digital realm, questions of how to account for all of the other people who directly or indirectly touched that art will multiply, undermining the conventional notion of the artist as expressing her indivisible perspective.Some art is now the result of “a complex and diffuse system of many human actors and computational processes interacting,” Epstein said. “If you generate a DALL-E 2 image, is that your artwork?” he added. “Can you be the social agent of that? Or are they scaffolded by other humans?”A final question is deceptively profound: Does it even matter who, or what, composes the song, paints the painting, writes the book? Metaverse avatars and A.I. programs are intrinsically derivative: They are all but guaranteed to be riffs on already existing artists and their works.Anthony Martini, a co-founder of Factory New, the virtual music company that created FN Meka, stands firmly on one side of that debate: “If you’re mad about the lyrical content because it supposedly was A.I.,” he said, “why not be mad about the lyrical content in general?” More

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    Laurie Anderson Has a Message for Us Humans

    When the Hirshhorn Museum told Laurie Anderson that it wanted to put on a big, lavish retrospective of her work, she said no. For one thing, she was busy. She has been busy now for roughly 50 years, hauling her keyboards and experimental violins all over the world to put on huge bonanzas of lasers and noise loops and incantatory monologues that she delivers in a voice somewhere between slam poetry, an evening newscast, a final confession and a bedtime story. Although Anderson plays multiple instruments, her signature tool has always been her voice. Words emerge from her mouth deliberate and hyperenunciated, surrounded by unpredictable pauses. She piles up phrases the way van Gogh piled up brush strokes.Over the course of her incessant career, Anderson has done just about everything a creative person can do. She has helped design an Olympics opening ceremony, served as the official artist in residence for NASA, made an opera out of “Moby-Dick” and played a concert for dogs at the Sydney Opera House. She has danced the tango with William S. Burroughs and flown to a tropical island with John Cage. And she is still going. As Anderson once put it to me, during a brief pause between trips to Paris and New Zealand, just before a Carnegie Hall performance with Iggy Pop: “Lately, I’m doing a stupid amount of things.”On top of all this, Anderson had philosophical qualms about a retrospective. She is 74, which seems like a very normal age to stop and look back, and yet she seems determined, at all times, to keep moving forward. She is a perpetually cresting wave, a little green shoot constantly emerging from its seed. The last thing she wanted was to stop and stand still and be institutionalized in a big museum. This is the paradox of Laurie Anderson: What makes her worthy of a retrospective also makes her basically retrospective-proof.Anderson’s response to the Hirshhorn was a counterproposal: How about a show of entirely new work?“In some ways, I wasn’t surprised,” Melissa Chiu, the museum’s director, told me. “She’s so interested in the here and now. We had to make peace with that. We made a decision, early on, to say: OK, Laurie’s got this.”The Hirshhorn gave Anderson the whole second floor and then followed her lead. (There were a few exceptions. When Anderson proposed filling part of a room with stinky wet mud, the museum, citing policy, said no.) The result is a show called “The Weather,” a sort of nonretrospective retrospective of one of America’s major, and majorly confounding, modern artists. Chiu says the show is less a traditional exhibition than a giant artist’s project that happens to be set in our national museum of modern art.The Hirshhorn sits right on the National Mall, midway between the Washington Monument and the Capitol. This makes it the perfect site to showcase Anderson’s work. She has always been obsessed with America; her whole career, as she describes it, has been an attempt “to tell and retell the national story.” This is, of course, a fraught, impossible project. But then Anderson is a fraught, impossible storyteller.“Americans have traditionally demanded coherent and simple national stories,” she has written. “Now many of these stories no longer make any sense. But so far nothing has replaced them. We are in story limbo, and for a storyteller this is an intensely interesting place to be.”Anderson’s stories tend to be broken and fragmented, unfinished, nonlinear, elusive, pointless — stories about the impossibility of stories. They are often gender-fluid. (She appears, sometimes, as a character called Fenway Bergamot, a male alter ego with thick eyebrows and a mustache.) In place of coherence, in place of the machine logic of propaganda, Anderson inserts dream logic, joke logic, the self-swallowing logic of Buddhism. She likes to hollow out triumphant national stories and fill them with doubt. She once summarized “The Star-Spangled Banner,” for instance, as “just a lot of questions asked during a fire.” (“Say, isn’t that a flag?” she asked, pointing into the distance. “Couldn’t say,” she answered, “it’s pretty early in the morning.”)Chiu told me, with what sounded like a mixture of awe and anxiety, that she could imagine Anderson wanting to change the Hirshhorn show even after it was installed.I asked Anderson if she could see herself doing this. Absolutely, she said. In fact, she was planning on it. She wanted to hang her new paintings in the museum and then paint over them, right there on the walls. She even fantasized, aloud, about painting over them again after the show opened.When I mentioned this to Marina Abramovic, one of Anderson’s longtime friends, she laughed admiringly.“Laurie is a total nightmare for every gallerist,” she said.At various times, the Hirshhorn show was touch and go. There were issues with paperwork, logistics. There was a whole pandemic. At one point, Chiu told me that Anderson basically disappeared.“She’s offline,” Chiu said.“She’s offline?” I asked.“Yes.”“Did she send out a declaration or something?”“No, she just told us that she was going offline.”“OK,” I said.“Until it subsides,” she said.“Until it subsides?”“Yes,” Chiu said, and paused. “She’s very mysterious.”“I learn about things by talking about them.”Philip Montgomery for The New York TimesOne winter day, Anderson invited me to her studio at the end of Canal Street, right where it meets the Hudson River. She has been working here since the 1970s — since the downtown glory days of Warhol, Basquiat, CBGB, Patti Smith, the Ramones, David Bowie, etc. etc. etc. I sat there petting her scruffy terrier, Little Will, while Anderson talked to me about basically everything in the universe. She told me about ponies (“If ponies were people they’d all be in jail”) and donkeys (“They have the best memory in the animal kingdom”) and about how the Hudson River is full of seahorses — not the elegant tropical wiggly jewels that you tend to see in aquariums, but New York City seahorses. Survivors. “Funky, brown, crusty,” she said.I had come prepared with a notebook full of nervous sweaty questions, because Anderson is an icon of the avant-garde, a titan and a pioneer, and her career is so staggeringly full and deep and weird that my brain kept breaking whenever I tried to think about it. But my questions turned out to be unnecessary. Anderson is maybe the easiest person to talk to I have ever met. A conversation with her is self-propelling and unpredictable, an instant flood of ideas and funny stories and book recommendations and factoids. Did you know that a mosquito, in really bad storms, can hang onto a raindrop and ride safely toward the ground? Anderson will pause to show you viral videos on her phone and websites on her laptop. She will ask questions — “Have you noticed that?” or “How do you handle that?” or “Do you think so?” — and then she will actually listen to the answers. Because of the circles she moves in, even the most basic stories about her life can sound like outrageous name dropping. She had just been to Yoko Ono’s 87th birthday party. She told me a funny story about Donna Karan and quoted something Brian Eno once told her. (“You don’t tell other people what’s in your bank account — it’s the last taboo.”) At one point, she was reminiscing about Alice Waters, an old friend, when suddenly her phone rang, and the caller ID actually said, right out loud, “Julian Schnabel.” That’s what it’s like to be around Anderson.“I’m a really blabby person,” she told me. “I learn about things by talking about them.”After a few minutes, however, the conversation paused. Anderson asked if I would mind helping her carry some stuff down the stairs. She had to rehearse, later, with a cellist she’d been improvising with. Of course not, I said. Anderson is small and slim and slight, a sort of national heritage site of a human being, and I told her I would be happy to haul whatever needed hauling.“How about one of these?” she said. She handed me a small electrical cord, neatly coiled. “And one of these?” She handed me a second cord.Anderson, meanwhile, walked over to a huge black box, roughly the size of a filing cabinet, the kind of mysterious case a magician might drag onstage for the final trick of the night. She heaved it off the ground, then proceeded to lug it, all by herself, down a narrow spiral staircase. I followed her with my two cords. It became clear to me that she hadn’t needed my help at all. She just had something to do, and she wanted to keep moving while we talked.One floor down, in her music studio, Anderson clunked the black box down. She knelt and opened it, revealing a whole nest of sci-fi-ish equipment: keyboards, screens, metal frames, a shipyard’s worth of cords and wires. This, broken into pieces, was her performance rig — a big block of gear that she has assembled and disassembled and hauled across the world infinite times.She is the American heartland affectionately alienated from itself.For the next 30 minutes or so, I watched Anderson unpack and construct this rig. She worked with deep absorption, with quick expert movements, clonking pieces together, kneeling and then popping upright, tightening knobs, unfolding frames, zipping zippers, testing the connections of cords. It was strangely mesmerizing. Every time I thought the case was empty, she would pull out something else: a microphone, an iPad, a synthesizer, a chunk of wood. Before long, Anderson had assembled a multilevel architecture of screens and keyboards. One entire keyboard was just for her feet. From somewhere, I didn’t even see where, she pulled out a futuristic-looking violin, and she hooked it over her shoulder, and then suddenly the whole rig started to vibrate with noise: thumping bass, organ chords, tinkling piano, wild gusts of piercing sustained notes. She seemed to be marshaling whole armies of instruments, lining them up in different formations, setting them against one another. Anderson has been perfecting her command center for decades now, streamlining it and juicing up its weird powers. Watching her bring it to life felt less like watching a musician prepare for a rehearsal than like some kind of religious ceremony: a ritual, a discipline. The equipment and the noises it made seemed to reach down into her bones and spirit.Anderson, her assistant told me, insists on setting this whole rig up herself, every single time, whether she is alone in the studio or about to play Carnegie Hall. Sometimes, when Anderson is setting up out in public, on a stage, she will avoid interruptions by wearing a disguise: a roadie T-shirt and a long black wig. It is minimalist but, apparently, extremely convincing. One time, Anderson told me, a close friend came up to her before a show, while she was absorbed in constructing her rig — and she asked Laurie Anderson, from just inches away, if Laurie Anderson was in the building yet.Laurie Anderson in her studio in 1980.Allan Tannenbaum/Getty ImagesIggy Pop, who grew up in a trailer park in Michigan, helped me understand something essential about Anderson.“Is she from Ohio?” he asked me, in a voice so deep and rough and weather-beaten I worried it was going to blow out the speakers in my phone.“Illinois,” I said.“Close enough,” he said.Then he explained. “She has this really nice, steady, clear energy,” he said. “She looks straight at you and doesn’t bring any problems with it. That’s something special about her. There’s some clear-cut, no-nonsense, Midwest stuff in there.”This is the elemental force that Iggy Pop was picking up on: Midwesternness. Although Anderson has come to be associated with New York, with Europe, with cosmopolitan intellectualism, her baseline vibe is extremely Midwestern — normal, practical, unpretentious, conspicuously kind. This is a good way to read her work — all those avant-garde stories spooling out around familiar things (weather, sweaters, pet dogs, J.F.K.). She is the American heartland affectionately alienated from itself. Anderson is the middle of our nation asking out loud, in a spirit of loving curiosity, what on Earth it thinks it is doing.Anderson was born in 1947, into a large, eccentric family outside Chicago. She was one of eight children. Growing up in that household meant marinating, constantly, in language and stories. One of her brothers was named Thor; a sister was named India. At dinner, each child was expected to tell the story of their day — a recitation that could go on indefinitely and include a baffling variety of incidents and styles. On Sundays, their grandmother took the kids to church, and Laurie became fascinated by the dreamlike surrealism of the Bible: “talking snakes, an ocean that suddenly parted to form a road, stones that turned into bread and dead people brought back to life.” These stories, Anderson would later write, “were the first clues that we live in an irrational and complicated world.” Two of Anderson’s younger brothers were twins, and as kids they invented a private language so elaborate that it drew the attention of a linguistic researcher. It was, in other words, a perfect childhood for producing Laurie Anderson: deep normalcy inflected by sharp stabs of strangeness.With so many people around, Anderson found it easy to slip away and do her own thing. She relished her freedom. She took long bike rides and went ice skating on ponds. In elementary school, she joined an all-girl gang that threatened to poke boys’ eyes out with sharp sticks. In sixth grade, Anderson founded a painting club whose members posed for each other nude. Every day, for many hours, she practiced her violin. On Saturdays, she took the train to Chicago, where she would study painting at the Art Institute and play in the Chicago Youth Symphony.Anderson’s parents were a study in contrasts. Her father was personable, funny, affectionate. Her mother was formal, distant, intimidating, hard to read. Anderson describes her mother as a kind of bottled-up genius: She went to college at 16, married young and immediately started having children. In her rare spare time, she read voraciously. She designed the family’s house herself. One of Anderson’s earliest memories is of waking up in the middle of the night, around 4 a.m., and seeing her mother still awake, alone, reading. “She was very smart, very focused,” Anderson told me. “She really should have been, like, the head of a big corporation. But she got caught in a generation of women who didn’t get to do that. ” Every morning, when Laurie left the house, her mother would offer a single word of advice: “Win!” Anderson remembers thinking: What does that mean?Later, the voice that Anderson would use in her art performances — that distinctive blend of casual and formal, fluid and halting, warm and cold — was a combination of her parents’ voices. Her father’s sly deadpan; her mother’s precise, ironic detachment.In college, Anderson studied biology for one year. But this only confirmed her desire to make art. In 1966, she moved to New York and dove headfirst into that world. She studied at Barnard and wrote reviews for Artforum. At the School of Visual Arts, she studied sculpture with Sol Lewitt and Carl Andre. The trend, back then, was to make huge, heavy steel monoliths, but Anderson decided to work mostly with newspaper. She would pulp The New York Times and shape it into bricks, or cut multiple newspapers into long, thin strips and weave them together. Already, she was manipulating stories, slicing and crushing and blending them.The art world, Anderson realized, was not set up to showcase storytelling, this art form she had learned to love as a child. Museums were designed for objects, not the human voice as it moved words through time. Early on, Anderson became obsessed with the challenge of smuggling stories into art galleries. She began experimenting with audio, video, performance. Her work became increasingly about voice: looking for the line between voice and nonvoice, speech and nonspeech, story and nonstory. She built a talking “robot” out of plywood and organized a concert for car horns. She made little clay figures, onto which she projected Super 8 films so that the statues seemed to move, to speak, to live. “Fake holograms,” she called them. Little by little, she managed to bring her Midwestern origins into New York. She found a way to invite the whole art world to sit down at her childhood dining-room table.Marina Abramovic first heard about Laurie Anderson in 1975. Abramovic was living in Europe at the time, hand-to-mouth, sleeping in her car, traveling from one country to the next to do the performance pieces that would eventually make her reputation. She and her partner, Ulay, would braid their hair together and sit back to back in a gallery for 17 hours, or they would get naked and run across the room and repeatedly slam into each other and fall over. In the midst of all this, Abramovic heard about something wild happening down in Italy: A young American woman was doing street performances in Genoa. Every day she would pick a different spot in the city and stand there playing some kind of cyborg violin — it had tape loops and speakers inside of it, so the violin would play prerecorded violin music, and the American would stand there and play the violin along with itself. A “self-playing violin,” she called it. But that wasn’t even the best part. The best part was that this young American was playing her experimental violin while standing on ice skates, and the blades of the skates were frozen into two huge blocks of ice — so as she played her cyborg violin, as crowds of baffled Italians gathered to watch, the ice blocks she was standing on would slowly melt, and eventually the skates would clunk down onto the pavement, and that would be the end of the performance. Anderson would stop playing and walk off. She called the piece “Duets on Ice.”Marina Abramovic thought that this was basically the most wonderful thing she had ever heard of. Soon the two artists met. The first thing they talked about, Abramovic says, was money. Like most young artists, they were hustlers, eking out a living from stingy gallery owners. Anderson approached it all as a kind of game. She had inserted herself into the European art circuit through a fabulous deception: She wrote to roughly 500 venues and told them, falsely, that she had booked a European tour. Would they like to be added to it? As she tells it, 498 venues said no. But the two that said yes were enough to get her going. From there, she improvised. She dragged her huge black box — the keyboards, cords, lights, amps — back and forth across the continent. To Abramovic, Anderson seemed small and vulnerable. But she quickly learned not to underestimate her new friend.Anderson performing “Duets on Ice” in Genoa, Italy, in 1975.Photograph by Paolo Rocci, via Laurie Anderson“I always have this feeling to protect her,” Abramovic told me. “I feel bigger, you know. I come from Montenegro, which is like a world of strong warriors in the mountains. But I don’t think she needs protection. Really, she’s a very stable little strong baby. Not weak at all.”Today, Abramovic looks back fondly at those old European struggles.“It was so incredibly pure,” she told me. “The art was no commodity. You were doing it because you believed in it. There was so much purity and innocence.”Anderson, despite all her success, still works in this spirit. The anti-careerism of her career is part of what has made her illegible, and often invisible, to mainstream audiences. Although she is a legend in some circles, she is totally unknown in others. She remains uncategorizable in a way that strikes me as both naïve and deliberate, pure and perverse, simple and profound. She moves in the tradition of John Cage, Fluxus, Schoenberg, Warhol. I mentioned to Julian Schnabel that I was having trouble summarizing Anderson’s career. “Well, it’s not really a career,” he said. “She’s really unemployable.”If people outside the art world have heard of Anderson, it is probably because of her song “O Superman (For Massenet),” one of the least likely pop hits in music history. Anderson recorded the song in a studio she set up in her hallway. It is eight minutes long, with a background beat that is entirely a loop of Anderson’s voice, heavily processed, saying the word “Ha.” On top of this — ha ha ha ha ha ha ha — she layers cryptic and haunting electro-poetry: “So hold me, Mom, in your long arms. In your automatic arms. … Your petrochemical arms. Your military arms.” (The song was inspired by the 1979 Iran hostage crisis, although you wouldn’t really know it, going in cold.) Anderson had 1,000 copies of “O Superman” pressed; she kept them in her apartment and sold them, personally, via mail order.Then, in 1981, the ridiculous happened. Anderson’s experimental art song caught the attention of an influential English D.J., and “O Superman” shot up the British charts all the way to No. 2. It was voted best single in The Village Voice’s influential Pazz & Jop critics poll — tied for the top spot with the Rolling Stones’ “Start Me Up,” a song that is its opposite in basically every way. The music critic Robert Christgau called it “the pop event of the year.” Iggy Pop told me the “O Superman” video was the only thing on MTV that year that he could relate to. A British distribution company ordered 80,000 copies. Warner Brothers signed Anderson to an eight-album deal. Pitchfork would later rank her ensuing album, “Big Science,” the No. 22 album of the 1980s, adding accurately: “Listening to Laurie Anderson’s first album is like sitting down with a strange form of life that has been studying us for a long time.”Anderson was suddenly a paradox: mainstream avant-garde. Her scrappy little art career morphed, almost overnight, into touring, songwriting, recording. She poured her creativity into increasingly elaborate stage shows. She got tired, for instance, of projecting films onto screens — she hated trapping all those moving images inside of flat rectangles. So she made screens that were cylinders, cubes, spheres. She started projecting things onto couches, into corners, onto huge pieces of crumpled paper. She wore a big white canvas dress and projected images onto herself. She put cameras on violin bows and microphone stands.When Iggy Pop finally saw Anderson in concert — this multimedia assault of loops and text and voice and images — he was duly impressed.“She was up there alone with her fiddle,” he said. “I don’t remember what was said, but what I took away was just that she had big balls. Those stages are huge, you know? And there she was, all by herself. Boy, I thought. That’s a heavy chick.”He laughed apologetically. “Hey, you can take the boy out of the country, you know?” Anderson met Lou Reed in 1992, in Munich, at a music festival. They were each, in different ways, underground royalty. Reed was a legendary rock-’n’-roll badass: former frontman of the Velvet Underground, critically acclaimed solo artist, author of the 1970s hit “Walk on the Wild Side.” Anderson didn’t really know who he was. Again, she was very busy. After the festival, Reed suggested that they meet up in New York. Sure, she said. How about in four months?Their first date was at an audio-equipment convention; they met in the tube microphone section and spent all afternoon discussing gear. Anderson didn’t realize it was a date until Reed invited her to coffee, then a movie, then dinner, then on a walk. “From then on,” she writes, “we were never really apart.”Well, they were and they weren’t. They met later in life, when both were established in their careers. Anderson remained, as always, busy and free. They never fully moved in together; she kept her own space and continued to disappear, for long stretches, to drag her black box around Europe. In New York, she worked at her studio on Canal Street. Reed stayed at his apartment on 11th Street. They each had a view of the Hudson River, and Reed would call her sometimes during the day to point out an interesting cloud. Then they would stay on the phone together, looking at it for a while.Reed was notorious, in music circles, for his fiery temper. But everyone was struck by how in love he was with Anderson. It was one of the great wonders of the world. Anderson mellowed Lou Reed. As Reed’s biographer Anthony DeCurtis puts it: “People who met them together and expected the fearsome Lou Reed were struck by how puppyish he could be around her.”Anderson and Reed in 2002.Richard Corkery/NY Daily News Archive, via Getty Images“She was always running all over the world performing and doing all these things,” Schnabel told me, “and he missed her quite a bit. But at the same time, he was so impressed by her. He kept saying to me: ‘You know, she’s a genius. Laurie is a genius. You know that?’ They really loved each other a lot. And they got so much from each other, in the most buoyant and loving way.”Reed wrote lyrics about Anderson: “I’ve met a woman with a thousand faces, and I want to make her my wife.” But they didn’t marry until 16 years after they met. It was a grand romantic gesture. In 2008, the two of them were talking on a cross-continental phone call — he was in New York, she in California — and Anderson said that she regretted never marrying. Reed insisted that they marry the next day. So they did. They met each other halfway, in Colorado. Immediately after the ceremony, they went off together to perform in a show.Just a few years later, Reed got sick: hepatitis C, diabetes, liver cancer. He worked, stoically, to keep up his regular life. He dressed every morning. He did tai chi. But soon he started to decline. A liver transplant seemed to be working for a while, until suddenly it wasn’t. One particularly bad day, Reed and Anderson went to visit Julian Schnabel’s studio in Montauk. Everyone was horribly depressed. Schnabel set up a huge canvas and told Anderson to paint. She didn’t want to. She had given up painting decades before. But Schnabel insisted. So Anderson picked up a brush and made some black marks. Suddenly she could not stop. She slathered the canvas in black. When she was done, Schnabel looked at her work. “You know,” he said, “red can be black. So can pink.” For some reason, in that moment, Anderson found the idea of pink being black terrifying. But eventually she took his advice. She started to experiment with colors, started to love painting again. At her Hirshhorn show, Anderson’s favorite room features only new paintings: no multimedia wizardry, no noise, just big canvases covered with splashes of color.In 2013, Lou Reed died. It was late October. The last thing he asked for was to be taken outside, into the light. Anderson, of course, was by his side.“I have never seen an expression as full of wonder as Lou’s as he died,” she wrote afterward. “His hands were doing the water-flowing 21-form of tai chi. His eyes were wide open. I was holding in my arms the person I loved the most in the world, and talking to him as he died. His heart stopped. He wasn’t afraid. I had gotten to walk with him to the end of the world. Life — so beautiful, painful and dazzling — does not get better than that. And death? I believe that the purpose of death is the release of love.”I spoke with Anderson for this article, off and on, for nearly two years. Which means that our relationship spanned multiple apocalyptic spasms. Pandemic. Public murders. Protests. Insurrection. Storms and fires. I asked her, multiple times, what it all meant. What story could we tell ourselves about this moment? But she always seemed to defer. It’s too early to tell that story, she said. We have to wait and see.The last time I saw Anderson, my family and I had just come back from Oregon, the place of my birth, a place I tend to see, still, through the idealized glow of early childhood. After two years stranded on the East Coast, I missed it terribly. But out in the real world, Oregon had changed. Downtown Portland, after months of clashes between protesters and the police, was largely boarded up. People were living in tents on the sidewalks and streets. Early on our first morning, we woke up to the sound of a woman screaming outside, over and over. We walked past human feces on the sidewalk. It was the middle of a deadly heat wave, the hottest temperatures ever recorded, and to the east wildfires were raging out of control — in every direction, the horizon was blurred by smoke. The ragged trees of my youth, up on the hills, looked like ghosts. Finally we drove south, away from the big cities, and the smoke only thickened. Some of the most beautiful places I have ever been, my favorite places on Earth, were nearly unrecognizable. You couldn’t see the scenic mountains right on the edge of town. The air was like barbecue smoke. It felt like an apocalypse, like a failed society.In her studio in New York, Anderson told me that she, too, has been thinking about the end. The collapse of civilization. The possibility of human extinction. What stories will be possible, she asked, when everything is gone? Can we tell a story if no one is listening?“She has this really nice, steady, clear energy,” says Iggy Pop.Philip Montgomery for The New York TimesAnderson said she has become obsessed, lately, with artificial intelligence. An Australian university she has collaborated with has created a text engine designed to write in three styles: Laurie Anderson, Lou Reed and a combination Anderson/Reed. You just have to feed it a little information — six words, or a photo — and it will produce, almost instantly, a whole virtual text.The program isn’t perfect yet, Anderson said. Roughly a third of what the computer spits out is total nonsense — “monkeys with typewriters” — and another third is just boring. But the final third is surprising, even authentic, some kind of new fresh magic. That final third is what keeps her coming back. Sometimes she sits there with the hunger of an addict, feeding words and pictures into the engine, seeing what comes out. For a long time, she would save the texts. They felt so precious. After a while, though, she realized that the texts were infinite. She could have one whenever she needed it. So she read them and then let them go.Anderson got out her laptop, turned it toward me and opened the A.I. text box.“Ask it a question,” she said.I thought for a second. “What is the story of America?” I asked.Anderson typed it in. After a few seconds, the A.I. answered with a long paragraph in Anderson’s voice. It was actually a good impression — it talked about America elliptically, as Anderson would, using a metaphor of a theater production. “Theaters who really know what they’re doing don’t just copy other people’s lines but rework them, amplify them, make them their own,” the fake Anderson said, and the real Anderson read it aloud. “And people tell each other their story which is called the story and there are lots of stories about betrayal and redemption and love and hate and heroism and sacrifice and the end. And then of course there are the countless movies that are made every day by some kind of action hero or action hero with a lot of running and talking and bravery and some sort of democracy.”Not bad, we agreed.Then Anderson ran that same question through the A.I. — “What is the story of America?” — but asked it to answer in the voice of Lou Reed.The computer answered with a poem:The storyOf the dirtIt hurtTo be so goodAnd then to be so badYou shouldNot have comeAll the wayFrom Europe and back againJust to seeWhat would happenTo these peopleIf they found outWhat you had doneBut what could they doWith all the evidenceThat they had gatheredBoth from youAnd from othersNamely, from your faceThe albino friendWho came disguisedAs a bird from the airTo ask for moneyBecause he or she was worthMore than you or your parentsWere worth moreBecause of whatThey did in the nameOf whom you were madeThe bondsman walks slowlyIn front of meHolding his audienceUntil I walkSlowly in front of himToward the light at theAt the end of the streetlightsAnderson read this out loud to me: this poem about America, her lost country, in the voice of her dead husband, ending with the discussion of him moving toward one final light. She did a few more Lou poems, including one in which he spoke in the most intimate terms: “my eyes are thin and dry, my heart is beating very fast.” Anderson’s whole career has been about voice, voice as presence, and here — in the room with us, coming out of a computer — was her husband’s voice. I asked her how that felt, to hear this simulacrum, this computer-Lou, referring to himself like that.“Wonderful,” she said. “Just great. He’s talking to me from somewhere else. I definitely do feel that. The line is pretty thin for me.”Finally we fed the A.I. a photo of one of Anderson’s recent paintings, a huge whirl of color that she hung in the Hirshhorn a few weeks earlier, then painted over and renamed “Autumn.” We fed it to the A.I. and waited. We waited longer. We kept waiting. The A.I. had nothing to say. More

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    Bourdain Documentary’s Use of A.I. to Mimic Voice Draws Questions

    The documentary “Roadrunner” by Morgan Neville uses 45 seconds of a voice that sounds like Bourdain, generated with artificial intelligence. Is it ethical?The new documentary about Anthony Bourdain’s life, “Roadrunner,” is one hour and 58 minutes long — much of which is filled with footage of the star throughout the decades of his career as a celebrity chef, journalist and television personality.But on the film’s opening weekend, 45 seconds of it is drawing much of the public’s attention.The focus is on a few sentences of what an unknowing audience member would believe to be recorded audio of Bourdain, who died by suicide in 2018. In reality, the voice is generated by artificial intelligence: Bourdain’s own words, turned into speech by a software company who had been given several hours of audio that could teach a machine how to mimic his tone, cadence and inflection.One of the machine-generated quotes is from an email Bourdain wrote to a friend, David Choe.“You are successful, and I am successful,” Bourdain’s voice says, “and I’m wondering: Are you happy?”The film’s director, Morgan Neville, explained the technique in an interview with The New Yorker’s Helen Rosner, who asked how the filmmakers could possibly have obtained a recording of Bourdain reading an email he sent to a friend. Neville said the technology is so convincing that audience members likely won’t recognize which of the other quotes are artificial, adding, “We can have a documentary-ethics panel about it later.”The time for such a panel appears to be now. Social media has erupted with opinions on the issue — some find it creepy and distasteful, others are unbothered.And documentary experts who frequently consider ethical questions in nonfiction films are sharply divided. Some filmmakers and academics see the use of the audio without disclosing it to the audience as a violation of trust and as a slippery slope when it comes to the use of so-called deepfake videos, which include digitally manipulated material that appears to be authentic footage.The director Morgan Neville said in a statement on Friday about the use of A.I. that “it was a modern storytelling technique that I used in a few places where I thought it was important to make Tony’s words come alive.”Bryan Bedder/Getty Images for Tribeca Festival“It wasn’t necessary,” said Thelma Vickroy, chair of the Department of Cinema and Television Arts at Columbia College Chicago. “How does the audience benefit? They’re inferring that this is something he said when he was alive.”Others don’t see it as problematic, considering that the audio pulls from Bourdain’s words, as well as an inevitable use of evolving technology to give voice to someone who is no longer around.“Of all the ethical concerns one can have about a documentary, this seems rather trivial,” said Gordon Quinn, a longtime documentarian known for executive producing titles like “Hoop Dreams” and “Minding the Gap.” “It’s 2021, and these technologies are out there.”Using archival footage and interviews with Bourdain’s closest friends and colleagues, Neville looks at how Bourdain became a worldwide figure and explores his devastating death at the age of 61. The film, “Roadrunner: A Film About Anthony Bourdain,” has received positive reviews: A film critic for The New York Times wrote, “With immense perceptiveness, Neville shows us both the empath and the narcissist” in Bourdain.In a statement about the use of A.I., Neville said on Friday that the filmmaking team received permission from Bourdain’s estate and literary agent.“There were a few sentences that Tony wrote that he never spoke aloud,” Neville said in the statement. “It was a modern storytelling technique that I used in a few places where I thought it was important to make Tony’s words come alive.”Ottavia Busia, the chef’s second wife, with whom he shared a daughter, appeared to criticize the decision in a Twitter post, writing that she would not have given the filmmakers permission to use the A.I. version of his voice.A spokeswoman for the film did not immediately respond to a request for comment on who gave the filmmakers permission.Experts point to historical re-enactments and voice-over actors reading documents as examples of documentary filmmaking techniques that are widely used to provide a more emotional experience for audience members.For example, the documentarian Ken Burns hires actors to voice long-dead historical figures. And the 1988 documentary “The Thin Blue Line,” by Errol Morris, generated controversy among film critics when it re-enacted the events surrounding the murder of a Texas police officer; the film received numerous awards but was left out of Oscar nominations.But in those cases, it was clear to the audience that what they were seeing and hearing was not authentic. Some experts said they thought Neville would be ethically in the clear if he had somehow disclosed the use of artificial intelligence in the film.“If viewers begin doubting the veracity of what they’ve heard, then they’ll question everything about the film they’re viewing,” said Mark Jonathan Harris, an Academy Award-winning documentary filmmaker.Quinn compared the technique to one that the director Steve James used in a 2014 documentary about the Chicago film critic Roger Ebert, who, when the film was made, could not speak after losing part of his jaw in cancer surgery. In some cases, the filmmakers used an actor to communicate Ebert’s own words from his memoir, or they relied on a computer that spoke for him when he typed his thoughts into it. But unlike in “Roadrunner,” it was clear in the context of the film that it was not Ebert’s real voice.To some, part of the discomfort about the use of artificial intelligence is the fear that deepfake videos may become increasingly pervasive. Right now, viewers tend to automatically believe in the veracity of audio and video, but if audiences begin to have good reason to question that, it could give people plausible deniability to disavow authentic footage, said Hilke Schellmann, a filmmaker and assistant professor of journalism at New York University who is writing a book on A.I.Three years after Bourdain’s death, the film seeks to help viewers understand both his virtues and vulnerabilities, and, as Neville puts it, “reconcile these two sides of Tony.”To Andrea Swift, chair of the filmmaking department at the New York Film Academy, the use of A.I. in these few snippets of footage has overtaken a deeper appreciation of the film and Bourdain’s life.“I wish it hadn’t been done,” she said, “because then we could focus on Bourdain.”Christina Morales contributed reporting. More

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    Robots Can Make Music, but Can They Sing?

    At an international competition called the A.I. Song Contest, tracks exploring the technology as a tool for music making revealed the potential — and the limitations.LONDON — For its first 30 seconds, the song “Listen to Your Body Choir” is a lilting pop tune, with a female voice singing over gentle piano. Then, everything starts to fracture, as twitchy beats and samples fuse with bizarre lyrics like “Do the cars come with push-ups?” and a robotic voice intertwines with the human sound.The transition is intended to evoke the song’s co-writer: artificial intelligence.“Listen to Your Body Choir,” which won this year’s A.I. Song Contest, was produced by M.O.G.I.I.7.E.D., a California-based team of musicians, scholars and A.I. experts. They instructed machines to “continue” the melody and lyrics of “Daisy Bell,” Harry Dacre’s tune from 1892 that became, in 1961, the first to be sung using computer speech synthesis. The result in “Listen to Your Body Choir” is a track that sounds both human and machine-made.The A.I. Song Contest, which started last year and uses the Eurovision Song Contest’s format for inspiration, is an international competition exploring the use of A.I. in songwriting. After an online ceremony broadcast on Tuesday from Liège in Belgium, a judging panel led by the musician Imogen Heap and including academics, scientists and songwriters praised “Listen to Your Body Choir” for its “rich and creative use of A.I. throughout the song.”In a message for viewers of the online broadcast, read out by a member of M.O.G.I.I.7.E.D., the A.I. used to produce the song said that it was “super stoked” to have been part of the winning team.The contest welcomed 38 entries from teams and individuals around the world working at the nexus of music and A.I., whether in music production, data science or both. They used deep-learning neural networks — computing systems that mimic the operations of a human brain — to analyze massive amounts of music data, identify patterns and generate drumbeats, melodies, chord sequences, lyrics and even vocals.The resulting songs included Dadabots’ unnerving 90-second sludgy punk thrash and Battery-operated’s vaporous electronic dance instrumental, made by a machine fed 13 years of trance music over 17 days. The lyrics to STHLM’s bleak Swedish folk lament for a dead dog were written using a text generator known for being able to create convincing fake news.While none of the songs are likely to break the Billboard Hot 100, the contest’s lineup offered an intriguing, wildly varied and oftentimes strange glimpse into the results of experimental human-A.I. collaboration in songwriting, and the potential for the technology to further influence the music industry.Karen van Dijk, who founded the A.I. Song Contest with the Dutch public broadcaster VPRO, said that since artificial intelligence was already integrated into many aspects of daily life, the contest could start conversations about the technology and music, in her words, “to talk about what we want, what we don’t want, and how musicians feel about it.”Many millions of dollars in research is invested in artificial intelligence in the music industry, by niche start-ups and by branches of behemoth companies such as Google, Sony and Spotify. A.I. is already heavily influencing the way we discover music by curating streaming playlists based on a listener’s behavior, for example, while record labels use algorithms studying social media to identify rising stars.Using artificial intelligence to create music, however, is yet to fully hit the mainstream, and the song contest also demonstrated the technology’s limitations.While M.O.G.I.I.7.E.D. said that they had tried to capture the “soul” of their A.I. machines in “Listen to Your Body Choir,” only some of the audible sounds, and none of the vocals, were generated directly by artificial intelligence.“Robots can’t sing,” said Justin Shave, the creative director of the Australian music and technology company Uncanny Valley, which won last year’s A.I. Song Contest with their dance-pop song “Beautiful the World.”“I mean, they can,” he added, “but at the end of the day, it just sounds like a super-Auto-Tuned robotic voice.”Only a handful of entries to the A.I. Song Contest comprised purely of raw A.I. output, which has a distinctly misshapen, garbled sound, like a glitchy remix dunked underwater. In most cases, A.I. — informed by selected musical “data sets” — merely proposed song components that were then chosen from and performed, or at least finessed, by musicians. Many of the results wouldn’t sound out of place on a playlist among wholly human-made songs, like AIMCAT’s “I Feel the Wires,” which won the contest’s public vote.A.I. comes into its own when churning out an infinite stream of ideas, some of which a human may never have considered, for better or for worse. In a document accompanying their song in the competition, M.O.G.I.I.7.E.D. described how they worked with the technology both as a tool and as a collaborator with its own creative agency.That approach is what Shave called “the happy accident theorem.”“You can feed some things into an A.I. or machine-learning system and then what comes out actually sparks your own creativity,” he said. “You go, ‘Oh my god, I would never have thought of that!’ And then you riff on that idea.”“We’re raging with the machine,” he added, “not against it.”The musician Imogen Heap, left, who led the A.I. Song Contest’s judging panel, and Max Savage, a member of M.O.G.I.I.7.E.D, the team that won this year’s competition.via AI Song ContestHendrik Vincent Koops is a co-organizer of the A.I. Song Contest and a researcher and composer based in the Netherlands. In a video interview, he also talked of using the technology as an “idea generator” in his work. Even more exciting to him was the prospect of enabling people with little or no prior experience to write songs, leading to a much greater “democratization” of music making.“For some of the teams, it was their first time writing music,” Koops said, “and they told us the only way they could have done it was with A.I.”The A.I. composition company Amper already lets users of any ability quickly create and purchase royalty-free bespoke instrumentals as a kind of 21st-century music library. Another service, Jukebox, created by a company co-founded by Elon Musk, has used the technology to create multiple songs in the style of performers such as Frank Sinatra, Katy Perry and Elvis Presley that, while messy and nonsensical, are spookily evocative of the real thing.Songwriters can feel reassured that nobody interviewed for this article said that they believed A.I. would ever be able to fully replicate, much less replace, their work. Instead, the technology’s future in music lies in human hands, they said, as a tool perhaps as revolutionary as the electric guitar, synthesizer or sampler have been previously.Whether artificial intelligence can reflect the complex human emotions central to good songwriting is another question.One standout entry for Rujing Huang, an ethnomusicologist and member of the jury panel for the A.I. Song Contest, was by the South Korean team H:Ai:N, whose track is the ballad “Han,” named after a melancholic emotion closely associated with the history of the Korean Peninsula. Trained on influences as diverse as ancient poetry and K-pop, A.I. helped H:Ai:N craft a song intended to make listeners hear and understand a feeling.“Do I hear it?” said Huang. “I think I hear it. Which is very interesting. You hear very real emotions. But that’s kind of scary, too, at the same time.” More