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Unfinished Beethoven Symphony Reimagined In a Click

The final score was only generated and printed out hours before the performance. Fabrice COFFRINI AFP
The final score was only generated and printed out hours before the performance. Fabrice COFFRINI AFP
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Unfinished Beethoven Symphony Reimagined In a Click

The final score was only generated and printed out hours before the performance. Fabrice COFFRINI AFP
The final score was only generated and printed out hours before the performance. Fabrice COFFRINI AFP

As conductor Guillaume Berney marks the opening downbeat, the first chords ring out in a Lausanne concert hall of what could conceivably be an extract of Beethoven's Tenth Symphony -- if the great German composer had ever managed to complete the piece.

The classical music world has often speculated what Ludwig van Beethoven (1770-1827) would have gone on to write after his monumental Ninth Symphony, said Agence France-Presse.

And a number of musicologists and composers have already ventured to orchestrate and complete some of the scraps of notation they believe were his first sketches for his next symphonic masterpiece.

But to mark their 10th anniversary season this year, Berney and the Nexus orchestra have decided to use artificial intelligence to create a four-minute extract which they have dubbed BeethovANN Symphony 10.1.

"That is not a typo," Berney told the audience at the first night, with a second performance scheduled in Geneva on Friday.

Berney explains that the ANN refers to the artificial neural network that created it, basically without human intervention.

"We don't know what it will sound like," Berney acknowledged to AFP ahead of the Lausanne concert.

The final score was only generated and printed out hours before the performance, after computer program designer Florian Colombo oversaw the final step in what for him has been a years-long process.

- 'Like watching a birth' -
Seated in his small apartment with a view over the old city of Lausanne and the Alps in the distance, Colombo made a couple small changes before clicking a button to generate the score.

"It's like watching a birth," Berney said as he picked up the first pages emerging from the printer.

The excitement was palpable as the freshly created sheet music was presented to the orchestra.

The musicians eagerly began rehearsing for the evening concert, many smiling with surprise as the harmonies unfolded.

"This is an emotional experience for me," said Colombo, himself a cellist, as the sound filled the hall.

"There is a touch of Beethoven there, but really, it is BeethovANN. Something new to discover."

Berney agreed.

"It works," he said. "There are some very good parts, and a few that are a bit out of character, but it's nice," the conductor said, acknowledging though that "maybe it lacks that spark of genius."

Colombo, a computer scientist at the EPFL technical university, developed his algorithm using so-called deep-learning, a subset of artificial intelligence aimed at teaching computers to "think" via structures modelled on the human brain or ANNs.

To generate something that might possibly pass as an extract from Beethoven's Tenth, Colombo first fed the computer all of the master's 16 string quartets, explaining that the chamber works provided a very clear sense of his harmonic and melodic structures.

He then asked it to create a piece around one of the theme fragments found in Beethoven's sparse notes that musicologists believe could have been for a new symphony.

"The idea is to just push a button to produce a complete musical score for an entire symphonic orchestra completely without intervention," Colombo said.

"That is, except for all the work I put in ahead of time," added the computer programmer who has been working for nearly a decade towards deep-learning-generated music.

- 'Not blasphemous' -
Colombo said that using a computer to try to recreate something begun by one of the world's greatest musical geniuses was not encroaching on the human creative process.

Instead, he said, he saw his algorithm as a new tool for making musical composition more accessible and for broadening human creation.

While the program "can digest what has already been done and propose something similar," he said the aim was for "humans to use the tools to create something new."

"It is not blasphemous at all," Berney agreed, stressing that "no one is trying to replace Beethoven."

In fact, he said, the German composer would likely have been a fan of the algorithm.

"Composers at that time were all avantgarde," he said, pointing out that the best were "always eager to adopt new methods."

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Varieties

Times Square to Feature Patriotic Crystal Ball for New Year's Eve, Kicking Off US's 250th Birthday

FILE - The 7-foot tall "2026" numerals are displayed at an illumination ceremony in Times Square, Thursday, Dec. 18, 2025, in New York. (AP Photo/Adam Gray, File)
FILE - The 7-foot tall "2026" numerals are displayed at an illumination ceremony in Times Square, Thursday, Dec. 18, 2025, in New York. (AP Photo/Adam Gray, File)
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Times Square to Feature Patriotic Crystal Ball for New Year's Eve, Kicking Off US's 250th Birthday

FILE - The 7-foot tall "2026" numerals are displayed at an illumination ceremony in Times Square, Thursday, Dec. 18, 2025, in New York. (AP Photo/Adam Gray, File)
FILE - The 7-foot tall "2026" numerals are displayed at an illumination ceremony in Times Square, Thursday, Dec. 18, 2025, in New York. (AP Photo/Adam Gray, File)

After the crystal ball drops on New Year’s Eve in New York City, it will rise again, sparkling in red, white and blue to usher in 2026 and kick off months of celebrations for the nation’s upcoming 250th birthday.

The patriotic touches at this year's Times Square gathering, including a second confetti drop, will offer an early glimpse of what’s ahead: hundreds of events and programs, big and small, planned nationwide to mark the signing of the Declaration of Independence in 1776.

“I’m telling you right now, whatever you’re imagining, it’s going to be much more than that,” said America250 Chair Rosie Rios, who oversees the bipartisan commission created by Congress in 2016 to organize the semiquincentennial anniversary. “It’s going to be one for the ages, the most inspirational celebration this country and maybe the world has ever seen.”

According to The Associated Press, Rios and her group worked with the Times Square Alliance business district and One Times Square, the building from where the ball is dropped, to make the changes to this year's ceremonies.

They're also planning a second ball drop event on July 3, the eve of the nation's birthday, “in the same beautiful style that Times Square knows how to do it," Rios said.

It will mark the first time in 120 years there will be ball drop in Times Square that doesn't occur on New Year's Eve, she said.

A New Year’s Eve ball was first dropped in Times Square in 1907. Built by a young immigrant metalworker named Jacob Starr, the 700-pound (318-kilogram), 5-foot- (1.5-meter-) diameter ball was made of iron and wood and featured 100 25-watt light bulbs. Last year, the Constellation Ball, the ninth and largest version, was unveiled. It measured about 12 feet (3.7 meters) in diameter and weighs nearly 12,000 pounds (5,400 kilograms).

The only years when no ball drop occurred were 1942 and 1943, when the city instituted a nightly “dimout” during World War II to protect itself from attacks. Crowds instead celebrated the new year with a moment of silence followed by chimes rung from the base of One Times Square.

This year, the stroke of midnight will also mark the official launch of America Gives, a national service initiative created by America250. Organizers hope to make 2026 the largest year of volunteer hours ever aggregated in the country.

On the following day, America250 will participate in the New Years Day Rose Parade in Pasadena, California, with a float themed “Soaring Onward Together for 250 Years." It will feature three larger-than-life bald eagles representing the country’s past, present and future.

“We want to ring in this new year from sea to shining sea. What better way to think about it than going from New York to California,” Rios said. “This has to be community-driven, this has be grassroots. We’re going from Guam to Alaska, from Fairbanks to Philadelphia, and everything in between.”

President Donald Trump has also announced the “Freedom 250” initiative to coordinate additional events for the 250th anniversary.

Rios said she sees the wide range of celebrations and programs planned for the coming months, from large fireworks displays and statewide potluck suppers to student contests and citizen oral histories, as an opportunity to unite a politically divided nation.

“If we can find something for everyone ... having those menus of options that people can pick and choose how they want to participate," she said. “That’s how we’re going to get to engaging 350 million Americans.”

Varieties

Elusive Wild Cat Feared Extinct Rediscovered in Thailand

This handout picture taken with a camera trap and released on December 26, 2025, by Thailand's Department of National Parks, Wildlife and Plant Conservation (DNP) and Panthera Thailand shows a recently rediscovered flat-headed cat in southern Thailand's Princess Sirindhorn Wildlife Sanctuary. (AFP / Thailand's Department of National Parks, Wildlife and Plant Conservation (DNP) / Panthera Thailand)
This handout picture taken with a camera trap and released on December 26, 2025, by Thailand's Department of National Parks, Wildlife and Plant Conservation (DNP) and Panthera Thailand shows a recently rediscovered flat-headed cat in southern Thailand's Princess Sirindhorn Wildlife Sanctuary. (AFP / Thailand's Department of National Parks, Wildlife and Plant Conservation (DNP) / Panthera Thailand)
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Elusive Wild Cat Feared Extinct Rediscovered in Thailand

This handout picture taken with a camera trap and released on December 26, 2025, by Thailand's Department of National Parks, Wildlife and Plant Conservation (DNP) and Panthera Thailand shows a recently rediscovered flat-headed cat in southern Thailand's Princess Sirindhorn Wildlife Sanctuary. (AFP / Thailand's Department of National Parks, Wildlife and Plant Conservation (DNP) / Panthera Thailand)
This handout picture taken with a camera trap and released on December 26, 2025, by Thailand's Department of National Parks, Wildlife and Plant Conservation (DNP) and Panthera Thailand shows a recently rediscovered flat-headed cat in southern Thailand's Princess Sirindhorn Wildlife Sanctuary. (AFP / Thailand's Department of National Parks, Wildlife and Plant Conservation (DNP) / Panthera Thailand)

An elusive wild cat long feared extinct in Thailand has been rediscovered three decades after the last recorded sighting, conservation authorities and an NGO said Friday.

Flat-headed cats are among the world's rarest and most threatened wild felines. Their range is limited to Southeast Asia and they are endangered because of dwindling habitat.

The domestic cat-sized feline with its distinctive round and close-set eyes was last spotted in a documented sighting in Thailand in 1995.

But an ecological survey that began last year, using camera traps in southern Thailand's Princess Sirindhorn Wildlife Sanctuary, recorded 29 detections, according to the country's Department of National Parks, Wildlife and Plant Conservation and wild cat conservation organization Panthera.

"The rediscovery is exciting, yet concerning at the same time," veterinarian and researcher Kaset Sutasha of Kasetsart University told AFP, noting that habitat fragmentation has left the species increasingly "isolated".

It was not immediately clear how many individuals the detections represent, as the species lacks distinctive markings so counting is tricky.

But the findings suggest a relatively high concentration of the species, Panthera conservation program manager Rattapan Pattanarangsan told AFP.

The footage included a female flat-headed cat with her cub -- a rare and encouraging sign for a species that typically produces only one offspring at a time.

Nocturnal and elusive, the flat-headed cat typically lives in dense wetland ecosystems such as peat swamps and freshwater mangroves, environments that are extremely difficult for researchers to access, Rattapan said.

Globally, the International Union for Conservation of Nature estimates that around 2,500 adult flat-headed cats remain in the wild, classifying the species as endangered.

In Thailand, it has long been listed as "possibly extinct".

Thailand's peat swamp forests have been heavily fragmented, largely due to land conversion and agricultural expansion, said Kaset, who was not involved in the ecological survey but has researched wild cats for years.

The animals also face mounting threats from disease spread by domestic animals, and they struggle to reproduce across isolated areas.

While the rediscovery offers hope, it is only a "starting point" for future conservation efforts, he said.

"What comes after this is more important -- how to enable them to live alongside us sustainably, without being threatened."

Varieties

Hooked on the Claw: How Crane Games Conquered Japan’s Arcades

This picture taken on June 6, 2024 shows a claw crane game shop in Akihabara district of Tokyo. (AFP)
This picture taken on June 6, 2024 shows a claw crane game shop in Akihabara district of Tokyo. (AFP)
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Hooked on the Claw: How Crane Games Conquered Japan’s Arcades

This picture taken on June 6, 2024 shows a claw crane game shop in Akihabara district of Tokyo. (AFP)
This picture taken on June 6, 2024 shows a claw crane game shop in Akihabara district of Tokyo. (AFP)

As school and work wrap up, crowds fill Tokyo's many bustling arcade halls -- not to battle it out in fighting games, but to snag plush toys from claw machines.

In one of these gaming hubs in the Japanese capital's Ikebukuro district, aisles of crane games stretch as far as the eye can see.

The crown jewels of the arcade industry, they occupy the building's first two floors, relegating video games to the basement and upper levels.

"Crane games are keeping the sector afloat," said Morihiro Shigihara, an industry expert and former arcade manager.

"Arcade operators, machine manufacturers, and even prize suppliers depend on this business," he told AFP.

Some 80 percent of the 22,000 arcades Japan had in 1989 have shut down, but revenues have held up thanks to claw machines, according to the Japan Amusement Industry Association.

Their share of revenue has climbed since 1993 from 20 percent to more than 60 percent, the association said.

Suzuna Nogi, a 20-year-old student, visits these arcades at least twice a week in search of "big plushies" on which she can spend up to 3,000 yen ($19) at 100 yen per try.

"What I like best is the sense of accomplishment," she said, even though there is no guarantee of success.

Nogi added that she enjoys "the thrill of not knowing whether you'll manage to grab something or not".

The sensitivity of the claw arms is adjusted by operators "based on the cost of the prizes and revenue targets", Shigihara said.

"You can also make the game easier to compete with a nearby arcade."

- From cigarettes to candy -

This year, the industry is officially celebrating the 60th anniversary of these construction crane-inspired machines in Japan.

But they have actually been around since before World War II, said Benoit Bottos, who wrote his doctoral dissertation on the subject at Japan's Chuo University.

Older models, installed in cafes or bowling alleys, sometimes offered lighters and cigarettes, but those prizes quickly gave way to children's candy.

In the late 1980s, the machines began to gain traction, notably with game company Sega's 1985 invention of the "UFO Catcher", which switched up the older version that forced players to lean in and look down.

"The old ones were a bit dark. So we opted for a brighter, showcase-like style where you can see the prizes right in front of you," said Takashi Sasaya, a Sega executive.

But the real stroke of genius "was putting plush toys in the claw games", said Bottos.

Manufacturing giants like Sega or Bandai, involved in both video games and toys, then began negotiating licenses for anime and manga characters, with Sega notably securing Disney rights.

"That largely explains the success of these machines," said Bottos, who describes them as "somewhere between a vending machine, a game of chance and a game of skill".

- 'Transformation' -

The success of claw games also feeds on Japan's booming fan culture of "oshikatsu", with many people devoting more and more time and money to supporting their favorite idol.

Part of asserting their fan identity involves collecting character merchandise.

"I love Pokemon, so I often come looking for plush toys and merch from the franchise," said professional Pokemon card player Akira Kurasaki, showing off nails decorated with his most beloved characters.

Arcade operators have taken this enthusiasm to heart, tailoring their prize selections to the demographics of their neighborhood and organizing events around certain characters.

"New prizes are introduced almost every day," said Sasaya, the Sega executive.

The hegemony of claw machines has also gone hand in hand with a gradual transformation of urban hangouts.

Arcades -- seen in the 1970s and 1980s as dark, male-dominated places linked to crime -- "tried to attract a new audience" of women and families, Bottos said.

"The crane game is emblematic of that transformation."