people showed up to watch — Driverless racing is real, terrible, and strangely exciting The Abu Dhabi Autonomous Racing League proves its possible, just very hard.
Hazel Southwell – May 31, 2024 11:00 am UTC Enlarge / No one’s entirely sure if driverless racing will be any good to watch, but before we find that out, people have to actually develop driverless race cars. A2RL in Abu Dhabi is the latest step down that path.A2RL reader comments 0 A2RL provided flights from London to Abu Dhabi and accommodation so Ars could attend the autonomous race event. Ars does not accept paid editorial content.
ABU DHABIWe live in a weird time for autonomous vehicles. Ambitions come and go, but genuinely autonomous cars are further off than solid-state vehicle batteries. Part of the problem with developing autonomous cars is that teaching road cars to take risks is unacceptable.
A race track, though, is a decent place to potentially crash a car. You can take risks there, with every brutal crunch becoming a learning exercise. (Youd be hard-pressed to find a top racing driver without a few wrecks smoldering in their junior career records.)
That’s why 10,000 people descended on the Yas Marina race track in Abu Dhabi to watch the first four-car driverless race. Test lab
The organizers of the Abu Dhabi Autonomous Racing League (A2RL) event didnt brief me on what to expect, so I wasn’t sure if we would see much car movement. Not because the project was likely to failit certainly had a lot of hardware and software engineering behind it, not to mention plenty of money. But creating a high-speed, high-maneuverability vehicle that makes its own choices is an immense challenge.
Just running a Super Formula carthe chassis modified for the seriesis a big task for any race team, even with an expert driver in the cockpit. I was ready to be impressed if teams got out of the pit lane without the engine stalling.
But the cars did run. Lap times weren’t close to those of a human driver or competitive across the field, but the cars did repeatedly negotiate the track. Not every car was able to do quick laps, but the ones that did looked like actual race cars being driven on a race track. Even the size of the crashes showed that the teams were finding the confidence to begin pushing limits. Enlarge / Each of these Dallara Super Formula cars has been modified by its team to operate without a human driver onboard or in control. A2RL
Is it the future of motorsport? Probably not. But it was an interesting test lab. After a year of development, six weeks of code-jam crunch, 14 days of practice, and one event, teams are going home with suitcases full of data and lessons they can use next year. Advertisement The track and the cars
A2RL is one of three competitions being run by Aspire, the “technology transition pillar” of Abu Dhabi’s Advanced Technology Research Council.
Yas is an artificial island built as a leisure attraction, housing theme parks and hotels alongside the circuit, with an influencer photo opportunity around every corner. The island was the focus of the Emirate restyling itself for tourism, and its facilities now play secondary host to another image makeover as a technology hub. An F1 track is now finding a second use as a testing lab, and it’s probably the only track in the region that could afford the kind of excess that two weeks of round-the-clock, floodlit, robotic testing represents.
Although the early ambition was to use Formula 1 cars to reflect Yas Marina’s purpose as a circuit, the cost compared to a Super Formula car was absurd. Plus, it would have required eight identical F1 chassis. Even in the days of unrestricted F1 budgets, few teams could afford that many chassis in a season.
So Aspires Technology Innovation Institute (TII) went to the manufacturer Dallara, which supplies almost every high-level single-seater chassis, including parts of some F1 cars, but also every IndyCar, Super Formula, Formula E, Formula 2, and Formula 3 car, plus a whole array of endurance prototypes. Dallara was also involved in the 2021 Indy Autonomous Challenge via the IndyNXT chassis.
TII in Abu Dhabi was also involved in the Indy Autonomous Challenge as part of a universitys team, so it got to see how the cars had been rapidly adapted to accommodate a robotic driver. The computer that controls the driving and interprets the sensor stack, situated in the cockpitalmost like a human driver. Hazel Southwell The Meccanica42 actuators that operate throttle, brake, and steering onboard the adjusted SF23 chassis. Hazel Southwell L-R: The robotic array that sits lower in the car’s cockpit for the actuators to operate the car, and the computer that sits above it for maximum ventilation. Hazel Southwell A look at one of the car’s sensor pods. A2RL Page: 1 2 3 4 Next → reader comments 0 Advertisement Channel Ars Technica ← Previous story Related Stories Today on Ars
Sad female worker carrying her belongings while leaving the office after being fired
Isbjorn | Istock | Getty Images
Layoffs have been a defining feature of the job market in 2025, with several major companies announcing thousands of job cuts driven by artificial intelligence.
In fact, AI was responsible for almost 55,000 layoffs in the U.S. this year, according to consulting firm Challenger, Gray & Christmas.
There were in total 1.17 million job cuts through 2025, the highest level since the Covid-19 pandemic in 2020 when there were 2.2 million layoffs announced by the end of the year.
In October, U.S. employers announced 153,000 job cuts, and there were over 71,000 job cuts in November, with AI being cited for over 6,000 for the month, per Challenger.
At a time when inflation bites, tariffs are adding to expenses, and firms are looking to carry out cost-cutting measures, AI has presented an attractive, short-term solution to the problem.
The Massachusetts Institute of Technology released a study in November showing that AI can already do the job of 11.7% of the U.S. labor market and save as much as $1.2 trillion in wages across finance, healthcare, and other professional services.
Not everyone is convinced that AI is the real reason behind the dramatic job cuts, as Fabian Stephany, assistant professor of AI and work at the Oxford Internet Institute, previously told CNBC, that it might be an excuse.
Stephany said many companies that performed well during the pandemic “significantly overhired” and the recent layoffs might just be a “market clearance.”
“It’s to some extent firing people that for whom there had not been a sustainable long term perspective and instead of saying ‘we miscalculated this two, three years ago, they can now come to the scapegoating, and that is saying ‘it’s because of AI though,'” he added.
Here are the top firms that cited AI as part of their layoff and restructuring strategy in 2025.
Amazon
Amazon CEO Andy Jassy speaks during a keynote address at AWS re:Invent 2024, a conference hosted by Amazon Web Services, at The Venetian Las Vegas on December 3, 2024 in Las Vegas, Nevada.
Noah Berger | Getty Images
In October, Amazon announced the largest ever round of layoffs in its history, slashing 14,000 corporate roles, as it looks to invest in its “biggest bets” which includes AI.
“This generation of AI is the most transformative technology we’ve seen since the Internet, and it’s enabling companies to innovate much faster than ever before… we’re convinced that we need to be organized more leanly, with fewer layers and more ownership, to move as quickly as possible for our customers and business,” Beth Galetti, senior vice president of people experience and technology at Amazon, wrote in a blog post.
Amazon CEO Andy Jassy warned of the cuts earlier this year, telling employees that AI will shrink the company’s workforce and that the tech giant will need “fewer people doing some of the jobs that are being done today, and more people doing other types of jobs.”
Microsoft
Microsoft CEO Satya Nadella appears at the CES event in Las Vegas on Jan. 9, 2024. The event typically doubles as a preview of how tech giants and startups will market their wares in the coming year and if early announcements are any indication, AI-branded products will become the new “smart” gadgets of 2024.
David Paul Morris | Bloomberg | Getty Images
Microsoft has cut a total of around 15,000 jobs through 2025, and its most recent announcement in July saw 9,000 roles on the chopping block.
CEO Satya Nadella wrote in a memo to employees that the company needed to “reimagine” its “mission for a new era,” and went on to tout the significance of AI to the company.
“What does empowerment look like in the era of AI? It’s not just about building tools for specific roles or tasks. It’s about building tools that empower everyone to create their own tools. That’s the shift we are driving — from a software factory to an intelligence engine empowering every person and organization to build whatever they need to achieve,” Nadella said.
Salesforce
Marc Benioff, chief executive officer of Salesforce Inc., during the US-Saudi Investment Forum at the Kennedy Center in Washington, DC, US, on Wednesday, Nov. 19, 2025.
Stefani Reynolds | Bloomberg | Getty Images
IBM
CEO of IBM Arvind Krishna looks on during a roundtable discussion hosted by U.S. President Donald Trump in the Roosevelt Room at the White House on Dec. 10, 2025 in Washington, DC.
However, unlike other companies that had cited AI in job cuts, Krishna admitted that the firm had increased hiring in other areas that required more critical thinking, such as software engineering, sales, and marketing.
In November, the company announced a 1% global cut, which could impact nearly 3,000 employees.
Crowdstrike
Founder and CEO of CrowdStrike George Kurtz speaks during the Live Keynote Pregame during the Nvidia GTC (GPU Technology Conference) in Washington, DC, on Oct. 28, 2025.
Jim Watson | AFP | Getty Images
Cybersecurity software maker CrowdStrike said in May that it’s laying off 5% of its workforce or 500 employees, and directly attributed the cuts to AI.
“AI has always been foundational to how we operate,” co-founder and CEO George Kurtz wrote in a memo included in a securities filing. “AI flattens our hiring curve, and helps us innovate from idea to product faster. It streamlines go-to-market, improves customer outcomes, and drives efficiencies across both the front and back office. AI is a force multiplier throughout the business.”
Workday
Carl Eschenbach, CEO of Workday speaks on CNBC’s Squawk Box outside the World Economic Forum in Davos, Switzerland on Jan. 23, 2025.
Gerry Miller | CNBC
In February, HR platform Workday was one of the first companies this year to say its cutting 8.5% of its workforce, amounting to around 1,750 jobs, as the company invests more in AI.
Workday CEO Carl Eschenbach said the layoffs were needed to prioritize AI investment and to free up resources.
US lawmakers have introduced a discussion draft that would ease the tax burden on everyday crypto users by exempting small stablecoin transactions from capital gains taxes and offering a new deferral option for staking and mining rewards.
The proposal, introduced by Representatives Max Miller of Ohio and Steven Horsford of Nevada, seeks to amend the Internal Revenue Code to reflect the growing use of digital assets in payments. The draft is set “to eliminate low-value gain recognition arising from routine consumer payment use of regulated payment stablecoins,” per the draft.
Under the draft, users would not be required to recognize gains or losses on stablecoin transactions of up to $200, provided the asset is issued by a permitted issuer under the GENIUS Act, pegged to the US dollar and maintains a tight trading range around $1.
The bill includes safeguards to prevent abuse. The exemption would not apply if a stablecoin trades outside a narrow price band, and brokers or dealers would be excluded from the benefit. Treasury would also retain authority to issue anti-abuse rules and reporting requirements.
Draft bill explains the reasoning behind tax breaks. Source: House
Beyond payments, the proposal addresses long-standing concerns around “phantom income” from staking and mining. Taxpayers would be allowed to elect to defer income recognition on staking or mining rewards for up to five years, rather than being taxed immediately upon receipt.
“This provision is intended to reflect a necessary compromise between immediate taxation upon dominion & control and full deferral until disposition,” the draft said.
The draft also extends existing securities lending tax treatment to certain digital asset lending arrangements, applies wash sale rules to actively traded crypto assets, and allows traders and dealers to elect mark-to-market accounting for digital assets.
Crypto groups urge Senate to rethink stablecoin rewards ban
Last week, the Blockchain Association sent a letter to the US Senate Banking Committee, signed by more than 125 crypto companies and industry groups, opposing efforts to extend restrictions on stablecoin rewards to third-party platforms.
The group argued that expanding the GENIUS Act’s limits beyond stablecoin issuers would curb innovation and increase market concentration in favor of large incumbents. The letter compared crypto rewards to incentives commonly offered by banks and credit card companies, warning that banning similar features for stablecoins would undermine fair competition.
Several victims of Jeffrey Epstein have told Sky News that the incomplete release of the files relating to the dead paedophile financier have left them feeling shocked, outraged and disappointed.
Thousands of files relating to Epstein, who died in prison in 2019 while awaiting trial on sex trafficking charges, were made public late on Friday – but only a fraction of them have been released so far, with many heavily redacted.
‘Nothing transparent about release’
Marina Lacerda, a Brazilian-born survivor who suffered sexual abuse by Epstein as a teenager, expressed her disappointment over the incomplete release, calling it “a slap in our faces”.
“We were all excited yesterday before the files came out,” she told Sky News presenter Anna Botting.
“And when they did come out, we were just in shock, and we see that there is nothing there that is transparent. So it’s very sad, it’s very disappointing.”
Ms Lacera said she had just turned 14 when she met Epstein before “our relationship, our friendship I should say” ended when she was 17.
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There is nothing transparent about Epstein files release, Marina Lacerda says
“At that point, he had made it very clear to me that I was old, that I was no longer fun for him. So, he booted me out, and I was no longer needed for him,” she said.
The Department of Justice (DoJ) suggests that 1,200 victims and their families have effectively been shielded from view in the released documents.
Ms Lacera said: “From what I know, [the number of Epstein victims] is over a thousand, but that’s just what the DoJ can collect or the FBI can collect, but I presume there may be more than that.”
Image: Marina Lacerda spoke outside the US Capitol in favour of the Epstein Files Transparency Act. Pic: AP
‘No way it’s not a cover-up’
Ashley Rubright met the late sex offender when she was just 15 in Palm Beach and was subject to abuse over several years.
Asked about her dissatisfaction with yesterday’s government release and if there was a sense of a cover-up operation, she noted that there had been knowledge of Epstein’s crimes “for so, so long”.
“There’s no way that there’s not a cover-up – what it is, I don’t know,” she told Sky News’ US correspondent James Matthews.
“I just hope that nobody’s allowed to fly under the radar with their involvement.”
Ashley Rubright says ‘there’s no way there’s not a cover-up’
Regarding the extent of the redactions, she said: “I’m so not shocked, but let down. Disappointed.
“Seeing […] completely redacted pages, there’s no way that that’s just to protect the victims’ identities, and there better be a good reason. I just don’t know if we’ll ever know what that is.
“We’ve been left behind since day one. That’s why I think we’re all fighting so loud now, because we’re tired of it.”
Image: Ashley Rubright speaks at a rally in support of Epstein victims. Pic: Reuters
‘He wanted to man-handle me’
Another survivor, Alicia Arden, told Sky News that she met Epstein in a California hotel room in 1997 for an audition, when she was a 25-year-old model and actress.
“He let me in and he started looking over my portfolio, which is customary to do in a talent audition, and then he insinuated, ‘oh, you should come closer to me and let me see your body’,” she said.
Epstein then started “taking off my top and my pants and touching my rear end and my breasts”.
“He goes, ‘let me come over here and spin for me and let me man-handle you. Let me man-handle you.’ And I got very nervous and started to cry. I said, ‘I have to go, Jeffrey. I don’t really think this is gonna work out’,” Ms Arden said.
“He got a phone call and I was crying in front of him. And he said, ‘I have this beautiful girl in front of me and she’s very upset’. I said ‘I’m gonna leave’ and he offered me $100 and I said ‘I’m not a prostitute’.”
Image: Alicia Arden
She said she went to the Santa Monica Police Department to file a report.
“That was as difficult, and I’m like shaking telling you, but as difficult as being in the hotel room with him because they weren’t supportive at all about it,” she said. Her redacted report was included in previous files.
‘Epstein was a monster’
Asked what she thought about Epstein now, she said: “He’s a monster […] and just horrible. I mean, I’m trembling thinking about him and talking about him.
“If I could do anything, I’m happy I got the police report filed. If they would have pursued him and maybe gone over the hotel [where he was] essentially living, then I could have maybe saved the girls. I’ve always thought that.”
Image: Ms Arden’s redacted police report. Pic: AP
Ms Arden does not believe she has seen justice as one of Epstein’s victims.
“I want to see all of the files come out. I want all of the men in there or women that were trafficking these girls, and they shouldn’t be able to walk around free and not pay for if they did something,” she said.
“They should be actually arrested if they’re in the files and it’s proven that they did horrible things to these girls, and they should lose their jobs, their lives, their homes, their money, and pay for what they did, and it was all supposed to come out, and it hasn’t.”
Image: Jeffrey Epstein died in prison in 2019 while awaiting trial on federal sex trafficking charges
‘I feel redeemed’ by file release
Maria Farmer, who made a complaint to the Miami FBI in 1996 in which she alleged that Epstein stole and sold photos she had taken of her 12- and 16-year-old sisters, expressed gratitude for the release of the files.
“This is amazing. Thank you for believing me. I feel redeemed. This is one of the best days of my life,” she said in a statement through her lawyers.
“I’m crying for two reasons. I want everyone to know that I am shedding tears of joy for myself, but also tears of sorrow for all the other victims that the FBI failed.”
Image: Annie Farmer holds a photo of herself and her sister, Maria Farmer, when they were victims of Epstein. Pic: AP
A positive-leaning reaction also came from Dani Bensky, who said she was sexually abused by Epstein when she was 17 years old.
She told Sky News’ US partner network NBC News: “There is part of me that feels a bit validated at this moment, because I think so many of us have been saying, ‘No, this is real, like, we’re not a hoax’.
“There’s so much information, and yet not as much as we may have wanted to see.”
‘It is not over’
Lawyer Gloria Allred, who has represented several Epstein victims, told Sky News about the partial release on Friday: “It’s very disappointing that all of the files were not released yesterday as required and, in fact, mandated by law.
“The law didn’t say they could do this over a period of time, it didn’t say that weeks could go by.”
Image: Lawyer Gloria Allred
Deputy attorney general Mr Blanche said additional file disclosures can be expected by the end of the year.
“But that’s not what the law says. So clearly, the law has been violated. And it’s the Department of Justice letting down the survivors once again,” Ms Allred said.
The lawyer labelled the incomplete release of the files a “distraction”, adding: “This is not over, and it won’t be over until we get the truth and transparency for the survivors.”
The tranche of material was released just hours before a legal deadline in the US following the passing of the Epstein Files Transparency Act – and at the same time as a US strike targeting Islamic State fighters in Syria.
The US deputy attorney general, Todd Blanche, said the justice department was continuing to review the remaining files and was withholding some documents under exemptions meant to protect the victims.
Epstein files release has become ‘a political football’
Meanwhile, the justice department has defended the redactions made in the released files.
“The only redactions being applied to the documents are those required by law – full stop. Consistent with the statute and applicable laws, we are not redacting the names of individuals or politicians unless they are a victim,” it quoted deputy attorney general Mr Blanche in a post on X.
The Trump administration has claimed to be the most transparent in history.
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In a statement, the White House claimed the release also demonstrated its commitment to justice for Epstein’s victims, criticising previous Democratic administrations for not doing the same.
But that statement ignored that the disclosures only happened because Congress forced the administration’s hand with a bill demanding the release, after Trump officials declared earlier this year that no more Epstein files would be made public.