Google’s decision to part ways with a prominent researcher laid bare divisions within the company’s artificial intelligence unit and subjected its leader, the lauded software engineer Jeff Dean, to widespread scorn.
Timnit Gebru, a renowned scientist and one of the few black women in AI, said last Wednesday she was fired over an email she wrote expressing dismay with management and the way it handled a review of her research.
Ms Gebru had been co-head of the team examining the ethical ramifications of AI.
What followed was a torrent of criticism aimed at Google’s AI division.
“The termination is an act of retaliation against Dr Gebru and it heralds danger for people working for ethical and just AI – especially black people and people of colour – across Google,” a group of hundreds of academics and researchers, many of them Google employees, wrote in an open letter.
Among their demands were that Mr Dean and his colleagues explain their decisions concerning Ms Gebru’s research.
The fallout threatens to tarnish the reputation of one of the industry’s leading research shops, a division of Alphabet's Google that aids development of lucrative products and contributes significantly to the world’s understanding of AI.
In a company brimming with computer scientists, few have been as revered as Mr Dean.
He oversees a sprawling research empire and has publicly championed more diverse hiring in AI and computer science.
His programming prowess became the subject of corporate lore and glowing press coverage, including one article that called him the “Chuck Norris of the internet”.
“Ousting Timnit for having the audacity to demand research integrity severely undermines Google’s credibility for supporting rigorous research on AI ethics,” said Joy Buolamwini, the founder of the Algorithmic Justice League, who wrote a ground-breaking paper with Ms Gebru on racism in facial recognition software.
The widely quoted 2018 study showed facial recognition software misidentified dark-skinned women as much as 35 per cent of the time – compared with near precision in white men.
Mr Dean and Google representatives did not respond to requests for comment. In an email to colleagues on Thursday, Mr Dean defended his handling of the matter.
He wrote in part that Ms Gebru had not followed company policy in submitting the paper for peer review, that it ignored “too much relevant research”, and that she and colleagues made unrealistic demands when informed “that it didn’t meet our bar for publication”.
Under Mr Dean, Google has assembled a diverse group of AI ethics scientists with backgrounds in tech and social science, but some of those employees are now wondering if they are free to do their jobs.
Inside Google’s research unit, several people openly questioned their future at the company, while others felt compelled to apologise to recently hired researchers, a source said.
The controversy came to a head last Wednesday, when Ms Gebru, the co-lead of Google’s Ethical Artificial Intelligence unit, posted on Twitter about her dismissal.
She said the company had demanded she retract a research paper she co-wrote that criticised computer language models, including methods Google uses for its search engine and voice assistant.
In an email to colleagues earlier in the week, Ms Gebru accused Mr Dean’s division of not hiring enough women and silencing employees from marginalised groups.
She told her colleagues to stop working “because it doesn’t make a difference”. In a subsequent message to Ms Gebru, Google quoted that email as “inconsistent with the expectations of a Google manager”.
In his email to staff, Mr Dean said he accepted Ms Gebru’s resignation after declining to meet her demands about the unpublished research paper.
He also mentioned her comments in support of a stopwork. “Please don’t,” the executive pleaded.
Mr Dean’s email did not go over well. On Twitter, Alex Hanna, a researcher on Google’ s Ethical AI team, accused Mr Dean of “spreading misinformation and misconstruals” in the email.
“I’m extremely disappointed in JeffDean today,” Kelly Ellis, a former Google engineer who now works at MailChimp, wrote on Twitter.
“Shame on you, Jeff Dean. I naively expected more from you,” said Eddie Kay, another former Google engineer.
Mr Dean joined Google in 1999 and climbed its ranks – he is now one of select senior vice presidents – largely on his software engineering ability.
In 2018, he was named the head of Google’s AI unit, widely considered the global leader in cutting-edge efforts such as speech detection and image recognition.
[Gebru] is an incredibly respected leader in this field. By pushing her out, Google is losing a major asset
Soon, though, that job entailed dealing with controversies.
That year, Google staff rebelled against the company’s work on an AI project for the Pentagon.
Researchers at the company also spoke out about how bias in AI unfairly targeted people of colour in several instances, from Google’s Photo app to the algorithms used in bank loans and police work.
Since then, Google released a set of ethical guidelines for its AI, including barring facial recognition for surveillance.
The tech giant set up advisory councils, which struggled to function. It hired a handful of experts like Ms Gebru, who had worked at Microsoft, and paid them to research topics around AI and ethics.
Ms Gebru was one of five Google staff listed on the research paper at the heart of her dismissal, along with two outside researchers.
Emily Bender, a linguist from the University of Washington who co-wrote the research, said she did not know about the issues Google had with it.
“[Ms Gebru] is an incredibly respected leader in this field,” Ms Bender said. “By pushing her out, Google is losing a major asset.”
In the past two years, several internal critics of Google’s approach to AI and ethics have left the company.]
Last Thursday, staff on Mr Dean’s unit referred to these departures as a sign of the low morale on the team.
“The chilling effects of the decisions behind-the-scenes continue to haunt me,” Margaret Mitchell, co-head of the ethical AI team, wrote in an email.
Mr Dean took a more calibrated tone about the most recent exit.
“I know we all genuinely share Timnit’s passion to make AI more equitable and inclusive,” he wrote in the email to his staff.
“No doubt, wherever she goes after Google, she’ll do great work and I look forward to reading her papers and seeing what she accomplishes.”
Key facilities
- Olympic-size swimming pool with a split bulkhead for multi-use configurations, including water polo and 50m/25m training lanes
- Premier League-standard football pitch
- 400m Olympic running track
- NBA-spec basketball court with auditorium
- 600-seat auditorium
- Spaces for historical and cultural exploration
- An elevated football field that doubles as a helipad
- Specialist robotics and science laboratories
- AR and VR-enabled learning centres
- Disruption Lab and Research Centre for developing entrepreneurial skills
World Cricket League Division 2
In Windhoek, Namibia - Top two teams qualify for the World Cup Qualifier in Zimbabwe, which starts on March 4.
UAE fixtures
Thursday February 8, v Kenya; Friday February 9, v Canada; Sunday February 11, v Nepal; Monday February 12, v Oman; Wednesday February 14, v Namibia; Thursday February 15, final
MATCH INFO
Burnley 0
Man City 3
Raheem Sterling 35', 49'
Ferran Torres 65'
How to get there
Emirates (www.emirates.com) flies directly to Hanoi, Vietnam, with fares starting from around Dh2,725 return, while Etihad (www.etihad.com) fares cost about Dh2,213 return with a stop. Chuong is 25 kilometres south of Hanoi.
Napoleon
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WHAT IS A BLACK HOLE?
1. Black holes are objects whose gravity is so strong not even light can escape their pull
2. They can be created when massive stars collapse under their own weight
3. Large black holes can also be formed when smaller ones collide and merge
4. The biggest black holes lurk at the centre of many galaxies, including our own
5. Astronomers believe that when the universe was very young, black holes affected how galaxies formed
Silent Hill f
Publisher: Konami
Platforms: PlayStation 5, Xbox Series X/S, PC
Rating: 4.5/5
The%20specs
%3Cp%3E%3Cstrong%3EEngine%3A%20%3C%2Fstrong%3E2.3-litre%204cyl%20turbo%0D%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E299hp%20at%205%2C500rpm%0D%3Cbr%3E%3Cstrong%3ETorque%3A%20%3C%2Fstrong%3E420Nm%20at%202%2C750rpm%0D%3Cbr%3E%3Cstrong%3ETransmission%3A%20%3C%2Fstrong%3E10-speed%20auto%0D%3Cbr%3E%3Cstrong%3EFuel%20consumption%3A%20%3C%2Fstrong%3E12.4L%2F100km%0D%3Cbr%3E%3Cstrong%3EOn%20sale%3A%20%3C%2Fstrong%3ENow%0D%3Cbr%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3EFrom%20Dh157%2C395%20(XLS)%3B%20Dh199%2C395%20(Limited)%3C%2Fp%3E%0A
EXPATS
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THE%20HOLDOVERS
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%20Ramez%20Gab%20Min%20El%20Akher
%3Cp%3E%3Cstrong%3ECreator%3A%3C%2Fstrong%3E%20Ramez%20Galal%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%3C%2Fstrong%3E%20Ramez%20Galal%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStreaming%20on%3A%20%3C%2Fstrong%3EMBC%20Shahid%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E2.5%2F5%3C%2Fp%3E%0A
Wicked: For Good
Director: Jon M Chu
Starring: Ariana Grande, Cynthia Erivo, Jonathan Bailey, Jeff Goldblum, Michelle Yeoh, Ethan Slater
Rating: 4/5
KLOPP%20AT%20LIVERPOOL
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All%20We%20Imagine%20as%20Light
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3EPayal%20Kapadia%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%3C%2Fstrong%3E%20Kani%20Kusruti%2C%20Divya%20Prabha%2C%20Chhaya%20Kadam%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%204%2F5%3C%2Fp%3E%0A
BEETLEJUICE BEETLEJUICE
Starring: Winona Ryder, Michael Keaton, Jenny Ortega
Director: Tim Burton
Rating: 3/5
The specs
Engine: 3.0-litre six-cylinder turbo
Power: 398hp from 5,250rpm
Torque: 580Nm at 1,900-4,800rpm
Transmission: Eight-speed auto
Fuel economy, combined: 6.5L/100km
On sale: December
Price: From Dh330,000 (estimate)
COMPANY%20PROFILE
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Emergency
Director: Kangana Ranaut
Stars: Kangana Ranaut, Anupam Kher, Shreyas Talpade, Milind Soman, Mahima Chaudhry
Rating: 2/5
Guide to intelligent investing
Investing success often hinges on discipline and perspective. As markets fluctuate, remember these guiding principles:
- Stay invested: Time in the market, not timing the market, is critical to long-term gains.
- Rational thinking: Breathe and avoid emotional decision-making; let logic and planning guide your actions.
- Strategic patience: Understand why you’re investing and allow time for your strategies to unfold.
Which honey takes your fancy?
Al Ghaf Honey
The Al Ghaf tree is a local desert tree which bears the harsh summers with drought and high temperatures. From the rich flowers, bees that pollinate this tree can produce delicious red colour honey in June and July each year
Sidr Honey
The Sidr tree is an evergreen tree with long and strong forked branches. The blossom from this tree is called Yabyab, which provides rich food for bees to produce honey in October and November. This honey is the most expensive, but tastiest
Samar Honey
The Samar tree trunk, leaves and blossom contains Barm which is the secret of healing. You can enjoy the best types of honey from this tree every year in May and June. It is an historical witness to the life of the Emirati nation which represents the harsh desert and mountain environments
WOMAN AND CHILD
Director: Saeed Roustaee
Starring: Parinaz Izadyar, Payman Maadi
Rating: 4/5
Match info:
Leicester City 1
Ghezzal (63')
Liverpool 2
Mane (10'), Firmino (45')
Expo details
Expo 2020 Dubai will be the first World Expo to be held in the Middle East, Africa and South Asia
The world fair will run for six months from October 20, 2020 to April 10, 2021.
It is expected to attract 25 million visits
Some 70 per cent visitors are projected to come from outside the UAE, the largest proportion of international visitors in the 167-year history of World Expos.
More than 30,000 volunteers are required for Expo 2020
The site covers a total of 4.38 sqkm, including a 2 sqkm gated area
It is located adjacent to Al Maktoum International Airport in Dubai South
The British in India: Three Centuries of Ambition and Experience
by David Gilmour
Allen Lane
Series information
Pakistan v Dubai
First Test, Dubai International Stadium
Sun Oct 6 to Thu Oct 11
Second Test, Zayed Stadium, Abu Dhabi
Tue Oct 16 to Sat Oct 20
Play starts at 10am each day
Teams
Pakistan
1 Mohammed Hafeez, 2 Imam-ul-Haq, 3 Azhar Ali, 4 Asad Shafiq, 5 Haris Sohail, 6 Babar Azam, 7 Sarfraz Ahmed, 8 Bilal Asif, 9 Yasir Shah, 10, Mohammed Abbas, 11 Wahab Riaz or Mir Hamza
Australia
1 Usman Khawaja, 2 Aaron Finch, 3 Shaun Marsh, 4 Mitchell Marsh, 5 Travis Head, 6 Marnus Labuschagne, 7 Tim Paine, 8 Mitchell Starc, 9 Peter Siddle, 10 Nathan Lyon, 11 Jon Holland
Squad for first two ODIs
Kohli (c), Rohit, Dhawan, Rayudu, Pandey, Dhoni (wk), Pant, Jadeja, Chahal, Kuldeep, Khaleel, Shami, Thakur, Rahul.
The 10 Questions
- Is there a God?
- How did it all begin?
- What is inside a black hole?
- Can we predict the future?
- Is time travel possible?
- Will we survive on Earth?
- Is there other intelligent life in the universe?
- Should we colonise space?
- Will artificial intelligence outsmart us?
- How do we shape the future?
T20 SQUADS
Australia: Aaron Finch (c), Mitchell Marsh, Alex Carey, Ashton Agar, Nathan Coulter-Nile, Chris Lynn, Nathan Lyon, Glenn Maxwell, Ben McDermott, D’Arcy Short, Billy Stanlake, Mitchell Starc, Andrew Tye, Adam Zampa.
Pakistan: Sarfraz Ahmed (c), Fakhar Zaman, Mohammad Hafeez, Sahibzada Farhan, Babar Azam, Shoaib Malik, Asif Ali, Hussain Talat, Shadab Khan, Shaheen Shah Afridi, Usman Khan Shinwari, Hassan Ali, Imad Wasim, Waqas Maqsood, Faheem Ashraf.
THREE POSSIBLE REPLACEMENTS
Khalfan Mubarak
The Al Jazira playmaker has for some time been tipped for stardom within UAE football, with Quique Sanchez Flores, his former manager at Al Ahli, once labelling him a “genius”. He was only 17. Now 23, Mubarak has developed into a crafty supplier of chances, evidenced by his seven assists in six league matches this season. Still to display his class at international level, though.
Rayan Yaslam
The Al Ain attacking midfielder has become a regular starter for his club in the past 15 months. Yaslam, 23, is a tidy and intelligent player, technically proficient with an eye for opening up defences. Developed while alongside Abdulrahman in the Al Ain first-team and has progressed well since manager Zoran Mamic’s arrival. However, made his UAE debut only last December.
Ismail Matar
The Al Wahda forward is revered by teammates and a key contributor to the squad. At 35, his best days are behind him, but Matar is incredibly experienced and an example to his colleagues. His ability to cope with tournament football is a concern, though, despite Matar beginning the season well. Not a like-for-like replacement, although the system could be adjusted to suit.
Scores
Scotland 54-17 Fiji
England 15-16 New Zealand
Start-up hopes to end Japan's love affair with cash
Across most of Asia, people pay for taxi rides, restaurant meals and merchandise with smartphone-readable barcodes — except in Japan, where cash still rules. Now, as the country’s biggest web companies race to dominate the payments market, one Tokyo-based startup says it has a fighting chance to win with its QR app.
Origami had a head start when it introduced a QR-code payment service in late 2015 and has since signed up fast-food chain KFC, Tokyo’s largest cab company Nihon Kotsu and convenience store operator Lawson. The company raised $66 million in September to expand nationwide and plans to more than double its staff of about 100 employees, says founder Yoshiki Yasui.
Origami is betting that stores, which until now relied on direct mail and email newsletters, will pay for the ability to reach customers on their smartphones. For example, a hair salon using Origami’s payment app would be able to send a message to past customers with a coupon for their next haircut.
Quick Response codes, the dotted squares that can be read by smartphone cameras, were invented in the 1990s by a unit of Toyota Motor to track automotive parts. But when the Japanese pioneered digital payments almost two decades ago with contactless cards for train fares, they chose the so-called near-field communications technology. The high cost of rolling out NFC payments, convenient ATMs and a culture where lost wallets are often returned have all been cited as reasons why cash remains king in the archipelago. In China, however, QR codes dominate.
Cashless payments, which includes credit cards, accounted for just 20 per cent of total consumer spending in Japan during 2016, compared with 60 per cent in China and 89 per cent in South Korea, according to a report by the Bank of Japan.
Scores
Wales 74-24 Tonga
England 35-15 Japan
Italy 7-26 Australia
In-demand jobs and monthly salaries
- Technology expert in robotics and automation: Dh20,000 to Dh40,000
- Energy engineer: Dh25,000 to Dh30,000
- Production engineer: Dh30,000 to Dh40,000
- Data-driven supply chain management professional: Dh30,000 to Dh50,000
- HR leader: Dh40,000 to Dh60,000
- Engineering leader: Dh30,000 to Dh55,000
- Project manager: Dh55,000 to Dh65,000
- Senior reservoir engineer: Dh40,000 to Dh55,000
- Senior drilling engineer: Dh38,000 to Dh46,000
- Senior process engineer: Dh28,000 to Dh38,000
- Senior maintenance engineer: Dh22,000 to Dh34,000
- Field engineer: Dh6,500 to Dh7,500
- Field supervisor: Dh9,000 to Dh12,000
- Field operator: Dh5,000 to Dh7,000
Results:
6.30pm: Maiden Dh165,000 2,000m - Winner: Powderhouse, Sam Hitchcott (jockey), Doug Watson (trainer)
7.05pm: Handicap Dh165,000 2,200m - Winner: Heraldic, Richard Mullen, Satish Seemar
7.40pm: Conditions Dh240,000 1,600m - Winner: Walking Thunder, Connor Beasley, Ahmed bin Harmash
8.15pm: Handicap Dh190,000 2,000m - Winner: Key Bid, Fernando Jara, Ali Rashid Al Raihe
8.50pm: The Garhoud Sprint Listed Dh265,000 1,200m - Winner: Drafted, Sam Hitchcott, Doug Watson
9.25pm: Handicap Dh170,000 1,600m - Winner: Cachao, Tadhg O’Shea, Satish Seemar
10pm: Handicap Dh190,000 1,400m - Winner: Rodaini, Connor Beasley, Ahmed bin Harmash
The biog
Favourite hobby: I love to sing but I don’t get to sing as much nowadays sadly.
Favourite book: Anything by Sidney Sheldon.
Favourite movie: The Exorcist 2. It is a big thing in our family to sit around together and watch horror movies, I love watching them.
Favourite holiday destination: The favourite place I have been to is Florence, it is a beautiful city. My dream though has always been to visit Cyprus, I really want to go there.
New UK refugee system
- A new “core protection” for refugees moving from permanent to a more basic, temporary protection
- Shortened leave to remain - refugees will receive 30 months instead of five years
- A longer path to settlement with no indefinite settled status until a refugee has spent 20 years in Britain
- To encourage refugees to integrate the government will encourage them to out of the core protection route wherever possible.
- Under core protection there will be no automatic right to family reunion
- Refugees will have a reduced right to public funds
Brief scores:
Toss: Australia, chose to bat
Australia: 272-9 (50 ov)
Khawaja 100, Handscomb 52; Bhuvneshwar 3-48
India: 237 (50 ov)
Rohit 56, Bhuvneshwar 46; Zampa 3-46
Player of the Match: Usman Khawaja (Australia)
Player of the Series: Usman Khawaja (Australia)
The specs
Price, base / as tested Dh1,470,000 (est)
Engine 6.9-litre twin-turbo W12
Gearbox eight-speed automatic
Power 626bhp @ 6,000rpm
Torque: 900Nm @ 1,350rpm
Fuel economy, combined 14.0L / 100km
Dubai World Cup draw
1. Gunnevera
2. Capezzano
3. North America
4. Audible
5. Seeking The Soul
6. Pavel
7. Gronkowski
8. Axelrod
9. New Trails
10. Yoshida
11. K T Brave
12. Thunder Snow
13. Dolkong
HOW%20TO%20ACTIVATE%20THE%20GEMINI%20SHORTCUT%20ON%20CHROME%20CANARY
%3Cp%3E1.%20Go%20to%20%3Cstrong%3Echrome%3A%2F%2Fflags%3C%2Fstrong%3E%3C%2Fp%3E%0A%3Cp%3E2.%20Find%20and%20enable%20%3Cstrong%3EExpansion%20pack%20for%20the%20Site%20Search%20starter%20pack%3C%2Fstrong%3E%3C%2Fp%3E%0A%3Cp%3E3.%20Restart%20Chrome%20Canary%3C%2Fp%3E%0A%3Cp%3E4.%20Go%20to%20%3Cstrong%3Echrome%3A%2F%2Fsettings%2FsearchEngines%3C%2Fstrong%3E%20in%20the%20address%20bar%20and%20find%20the%20%3Cstrong%3EChat%20with%20Gemini%3C%2Fstrong%3E%20shortcut%20under%20%3Cstrong%3ESite%20Search%3C%2Fstrong%3E%3C%2Fp%3E%0A%3Cp%3E5.%20Open%20a%20new%20tab%20and%20type%20%40%20to%20see%20the%20Chat%20with%20Gemini%20shortcut%20along%20with%20other%20Omnibox%20shortcuts%20to%20search%20tabs%2C%20history%20and%20bookmarks%3C%2Fp%3E%0A
The years Ramadan fell in May
ARGENTINA SQUAD
Goalkeepers: Franco Armani, Agustin Marchesin, Esteban Andrada
Defenders: Juan Foyth, Nicolas Otamendi, German Pezzella, Nicolas Tagliafico, Ramiro Funes Mori, Renzo Saravia, Marcos Acuna, Milton Casco
Midfielders: Leandro Paredes, Guido Rodriguez, Giovani Lo Celso, Exequiel Palacios, Roberto Pereyra, Rodrigo De Paul, Angel Di Maria
Forwards: Lionel Messi, Sergio Aguero, Lautaro Martinez, Paulo Dybala, Matias Suarez
How to wear a kandura
Dos
- Wear the right fabric for the right season and occasion
- Always ask for the dress code if you don’t know
- Wear a white kandura, white ghutra / shemagh (headwear) and black shoes for work
- Wear 100 per cent cotton under the kandura as most fabrics are polyester
Don’ts
- Wear hamdania for work, always wear a ghutra and agal
- Buy a kandura only based on how it feels; ask questions about the fabric and understand what you are buying
PROFILE OF HALAN
Started: November 2017
Founders: Mounir Nakhla, Ahmed Mohsen and Mohamed Aboulnaga
Based: Cairo, Egypt
Sector: transport and logistics
Size: 150 employees
Investment: approximately $8 million
Investors include: Singapore’s Battery Road Digital Holdings, Egypt’s Algebra Ventures, Uber co-founder and former CTO Oscar Salazar
Why the Tourist Club?
Originally, The Club (which many people chose to call the “British Club”) was the only place where one could use the beach with changing rooms and a shower, and get refreshments.
In the early 1970s, the Government of Abu Dhabi wanted to give more people a place to get together on the beach, with some facilities for children. The place chosen was where the annual boat race was held, which Sheikh Zayed always attended and which brought crowds of locals and expatriates to the stretch of beach to the left of Le Méridien and the Marina.
It started with a round two-storey building, erected in about two weeks by Orient Contracting for Sheikh Zayed to use at one these races. Soon many facilities were planned and built, and members were invited to join.
Why it was called “Nadi Al Siyahi” is beyond me. But it is likely that one wanted to convey the idea that this was open to all comers. Because there was no danger of encountering alcohol on the premises, unlike at The Club, it was a place in particular for the many Arab expatriate civil servants to join. Initially the fees were very low and membership was offered free to many people, too.
Eventually there was a skating rink, bowling and many other amusements.
Frauke Heard-Bey is a historian and has lived in Abu Dhabi since 1968.
Brief scoreline:
Liverpool 2
Keita 5', Firmino 26'
Porto 0
MATCH INFO
Manchester United 1 (Rashford 36')
Liverpool 1 (Lallana 84')
Man of the match: Marcus Rashford (Manchester United)
RACE CARD
6.30pm Mazrat Al Ruwayah – Group 2 (PA) $36,000 (Dirt) 1,600m
7.05pm Handicap (TB) $68,000 (Turf) 2,410m
7.40pm Meydan Trophy – Conditions (TB) $50,000 (T) 1,900m
8.15pm Al Maktoum Challenge Round 2 - Group 2 (TB) $293,000 (D) 1,900m
8.50pm Al Rashidiya – Group 2 (TB) $163,000 (T) 1,800m
9.25pm Handicap (TB) $65,000 (T) 1,000m
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