The US used artificial intelligence to identify targets hit by air strikes in the Middle East this month, a defence official told Bloomberg News, revealing a growing military use of the developing technology for combat.
Machine-learning algorithms that can teach themselves to identify objects helped to narrow down targets for more than 85 US air strikes on February 2, said Schuyler Moore, chief technology officer for US Central Command (Centcom), which runs military operations in the Middle East.
The Pentagon said those strikes were conducted by bombers and fighter aircraft on seven facilities in Iraq and Syria in retaliation for a deadly strike on US personnel at a Jordan base.
“We’ve been using computer vision to identify where there might be threats,” Ms Moore told Bloomberg News.
“We’ve certainly had more opportunities to target in the last 60 to 90 days.”
She said the US was currently looking for “an awful lot” of rocket launchers from hostile forces in the region.
The military has previously acknowledged using computer-vision algorithms for intelligence purposes – but Ms Moore’s comments mark the strongest known confirmation of the US military using the technology to identify enemy targets that were subsequently hit.
The US strikes, which the Pentagon said destroyed or damaged rockets, missiles, drone storage and militia operations centres, among other targets, were part of President Joe Biden's response to the killing of three service members in an attack on January 28 at a military base in Jordan.
The US attributed the attack to Iranian-backed militias.
Ms Moore said AI systems have also helped identify rocket launchers in Yemen and surface vessels in the Red Sea, several of which Centcom said it has destroyed in a number of weapons strikes this month.
Iran-supported Houthi militias in Yemen have repeatedly attacked commercial ships in the Red Sea with rockets.
The targeting algorithms were developed under Project Maven, a Pentagon initiative started in 2017 to accelerate the adoption of AI and machine learning throughout the Defence Department and to support defence intelligence, with emphasis in prototypes at the time on the US fight against ISIS militants.
Ms Moore said US forces in the Middle East have experimented with computer-vision algorithms that can locate and identify targets from imagery captured by satellite and other data sources, trying them out in exercises over the past year.
“October 7 everything changed,” Ms Moore said, referring to the Hamas attack on Israel that preceded the war in Gaza.
“We immediately shifted into high gear and a much higher operational tempo than we had previously.”
US forces were able to make “a pretty seamless shift” into using Maven after a year of digital exercises, she added.
Ms Moore emphasised Maven’s AI capabilities were being used to help find potential targets but not to verify them or deploy weapons.
She said exercises late last year, in which Centcom experimented with an AI recommendation engine, showed such systems “frequently fell short” of humans in proposing the order of attack or the best weapon to use.
Humans constantly check the AI targeting recommendations, she said. US operators take seriously their responsibilities and the risk that AI could make mistakes, she said, and “it tends to be pretty obvious when something is off”.
“There is never an algorithm that’s just running, coming to a conclusion and then pushing on to the next step,” she said.
“Every step that involves AI has a human checking in at the end.”
Ferrari 12Cilindri specs
Engine: naturally aspirated 6.5-liter V12
Power: 819hp
Torque: 678Nm at 7,250rpm
Price: From Dh1,700,000
Available: Now
RESULT
Valencia 3
Kevin Gameiro 21', 51'
Ferran Torres 67'
Atlanta 4
Josip Llicic 3' (P), 43' (P), 71', 82'
Sholto Byrnes on Myanmar politics
COMPANY PROFILE
Initial investment: Undisclosed
Investment stage: Series A
Investors: Core42
Current number of staff: 47
ARM%20IPO%20DETAILS
%3Cp%3E%3Cstrong%3EShare%20price%3A%3C%2Fstrong%3E%20Undisclosed%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ETarget%20raise%3A%3C%2Fstrong%3E%20%248%20billion%20to%20%2410%20billion%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EProjected%20valuation%3A%3C%2Fstrong%3E%20%2460%20billion%20to%20%2470%20billion%20(Source%3A%20Bloomberg)%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ELead%20underwriters%3A%3C%2Fstrong%3E%20Barclays%2C%20Goldman%20Sachs%20Group%2C%20JPMorgan%20Chase%20and%20Mizuho%20Financial%20Group%3C%2Fp%3E%0A
BMW%20M4%20Competition
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Company%20profile
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Benefits of first-time home buyers' scheme
- Priority access to new homes from participating developers
- Discounts on sales price of off-plan units
- Flexible payment plans from developers
- Mortgages with better interest rates, faster approval times and reduced fees
- DLD registration fee can be paid through banks or credit cards at zero interest rates
World%20Food%20Day%20
%3Cp%3ECelebrated%20on%20October%2016%2C%20to%20coincide%20with%20the%20founding%20date%20of%20the%20United%20Nations%20Food%20and%20Agriculture%20Organisation%2C%20World%20Food%20Day%20aims%20to%20tackle%20issues%20such%20as%20hunger%2C%20food%20security%2C%20food%20waste%20and%20the%20environmental%20impact%20of%20food%20production.%20%0D%3C%2Fp%3E%0A
Specs
Engine: Duel electric motors
Power: 659hp
Torque: 1075Nm
On sale: Available for pre-order now
Price: On request
Company%C2%A0profile
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UAE currency: the story behind the money in your pockets
ALRAWABI%20SCHOOL%20FOR%20GIRLS
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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
Honeymoonish
%3Cp%3E%3Cstrong%3EDirector%3A%3C%2Fstrong%3E%20Elie%20El%20Samaan%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%20%3C%2Fstrong%3ENour%20Al%20Ghandour%2C%20Mahmoud%20Boushahri%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%203%2F5%3C%2Fp%3E%0A
Global state-owned investor ranking by size
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United States
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China
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UAE
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Japan
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5
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Norway
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Canada
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Singapore
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Hydrogen: Market potential
Hydrogen has an estimated $11 trillion market potential, according to Bank of America Securities and is expected to generate $2.5tn in direct revenues and $11tn of indirect infrastructure by 2050 as its production increases six-fold.
"We believe we are reaching the point of harnessing the element that comprises 90 per cent of the universe, effectively and economically,” the bank said in a recent report.
Falling costs of renewable energy and electrolysers used in green hydrogen production is one of the main catalysts for the increasingly bullish sentiment over the element.
The cost of electrolysers used in green hydrogen production has halved over the last five years and will fall to 60 to 90 per cent by the end of the decade, acceding to Haim Israel, equity strategist at Merrill Lynch. A global focus on decarbonisation and sustainability is also a big driver in its development.
CONFIRMED%20LINE-UP
%3Cp%3E%0DElena%20Rybakina%20(Kazakhstan)%20%20%0D%3Cbr%3EOns%20Jabeur%20(Tunisia)%20%20%0D%3Cbr%3EMaria%20Sakkari%20(Greece)%20%20%0D%3Cbr%3EBarbora%20Krej%C4%8D%C3%ADkov%C3%A1%20(Czech%20Republic)%20%20%0D%3Cbr%3EBeatriz%20Haddad%20Maia%20(Brazil)%20%20%0D%3Cbr%3EJe%C4%BCena%20Ostapenko%20(Latvia)%20%20%0D%3Cbr%3ELiudmila%20Samsonova%20%20%0D%3Cbr%3EDaria%20Kasatkina%E2%80%AF%20%0D%3Cbr%3EVeronika%20Kudermetova%E2%80%AF%20%0D%3Cbr%3ECaroline%20Garcia%20(France)%E2%80%AF%20%0D%3Cbr%3EMagda%20Linette%20(Poland)%E2%80%AF%20%0D%3Cbr%3ESorana%20C%C3%AErstea%20(Romania)%E2%80%AF%20%0D%3Cbr%3EAnastasia%20Potapova%E2%80%AF%20%0D%3Cbr%3EAnhelina%20Kalinina%20(Ukraine)%E2%80%AF%E2%80%AF%20%0D%3Cbr%3EJasmine%20Paolini%20(Italy)%E2%80%AF%20%0D%3Cbr%3EEmma%20Navarro%20(USA)%E2%80%AF%20%0D%3Cbr%3ELesia%20Tsurenko%20(Ukraine)%3Cbr%3ENaomi%20Osaka%20(Japan)%20-%20wildcard%3Cbr%3EEmma%20Raducanu%20(Great%20Britain)%20-%20wildcard%3C%2Fp%3E%0A
Turning%20waste%20into%20fuel
%3Cp%3EAverage%20amount%20of%20biofuel%20produced%20at%20DIC%20factory%20every%20month%3A%20%3Cstrong%3EApproximately%20106%2C000%20litres%3C%2Fstrong%3E%3C%2Fp%3E%0A%3Cp%3EAmount%20of%20biofuel%20produced%20from%201%20litre%20of%20used%20cooking%20oil%3A%20%3Cstrong%3E920ml%20(92%25)%3C%2Fstrong%3E%3C%2Fp%3E%0A%3Cp%3ETime%20required%20for%20one%20full%20cycle%20of%20production%20from%20used%20cooking%20oil%20to%20biofuel%3A%20%3Cstrong%3EOne%20day%3C%2Fstrong%3E%3C%2Fp%3E%0A%3Cp%3EEnergy%20requirements%20for%20one%20cycle%20of%20production%20from%201%2C000%20litres%20of%20used%20cooking%20oil%3A%3Cbr%3E%3Cstrong%3E%E2%96%AA%20Electricity%20-%201.1904%20units%3Cbr%3E%E2%96%AA%20Water-%2031%20litres%3Cbr%3E%E2%96%AA%20Diesel%20%E2%80%93%2026.275%20litres%3C%2Fstrong%3E%3C%2Fp%3E%0A
Prop idols
Girls full-contact rugby may be in its infancy in the Middle East, but there are already a number of role models for players to look up to.
Sophie Shams (Dubai Exiles mini, England sevens international)
An Emirati student who is blazing a trail in rugby. She first learnt the game at Dubai Exiles and captained her JESS Primary school team. After going to study geophysics at university in the UK, she scored a sensational try in a cup final at Twickenham. She has played for England sevens, and is now contracted to top Premiership club Saracens.
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Seren Gough-Walters (Sharjah Wanderers mini, Wales rugby league international)
Few players anywhere will have taken a more circuitous route to playing rugby on Sky Sports. Gough-Walters was born in Al Wasl Hospital in Dubai, raised in Sharjah, did not take up rugby seriously till she was 15, has a master’s in global governance and ethics, and once worked as an immigration officer at the British Embassy in Abu Dhabi. In the summer of 2021 she played for Wales against England in rugby league, in a match that was broadcast live on TV.
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Erin King (Dubai Hurricanes mini, Ireland sevens international)
Aged five, Australia-born King went to Dubai Hurricanes training at The Sevens with her brothers. She immediately struck up a deep affection for rugby. She returned to the city at the end of last year to play at the Dubai Rugby Sevens in the colours of Ireland in the Women’s World Series tournament on Pitch 1.
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
What is dialysis?
Dialysis is a way of cleaning your blood when your kidneys fail and can no longer do the job.
It gets rid of your body's wastes, extra salt and water, and helps to control your blood pressure. The main cause of kidney failure is diabetes and hypertension.
There are two kinds of dialysis — haemodialysis and peritoneal.
In haemodialysis, blood is pumped out of your body to an artificial kidney machine that filter your blood and returns it to your body by tubes.
In peritoneal dialysis, the inside lining of your own belly acts as a natural filter. Wastes are taken out by means of a cleansing fluid which is washed in and out of your belly in cycles.
It isn’t an option for everyone but if eligible, can be done at home by the patient or caregiver. This, as opposed to home haemodialysis, is covered by insurance in the UAE.
UAE currency: the story behind the money in your pockets
COMPANY%20PROFILE
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What can you do?
Document everything immediately; including dates, times, locations and witnesses
Seek professional advice from a legal expert
You can report an incident to HR or an immediate supervisor
You can use the Ministry of Human Resources and Emiratisation’s dedicated hotline
In criminal cases, you can contact the police for additional support
ESSENTIALS
The flights
Emirates flies from Dubai to Phnom Penh via Yangon from Dh2,700 return including taxes. Cambodia Bayon Airlines and Cambodia Angkor Air offer return flights from Phnom Penh to Siem Reap from Dh250 return including taxes. The flight takes about 45 minutes.
The hotels
Rooms at the Raffles Le Royal in Phnom Penh cost from $225 (Dh826) per night including taxes. Rooms at the Grand Hotel d'Angkor cost from $261 (Dh960) per night including taxes.
The tours
A cyclo architecture tour of Phnom Penh costs from $20 (Dh75) per person for about three hours, with Khmer Architecture Tours. Tailor-made tours of all of Cambodia, or sites like Angkor alone, can be arranged by About Asia Travel. Emirates Holidays also offers packages.
Manikarnika: The Queen of Jhansi
Director: Kangana Ranaut, Krish Jagarlamudi
Producer: Zee Studios, Kamal Jain
Cast: Kangana Ranaut, Ankita Lokhande, Danny Denzongpa, Atul Kulkarni
Rating: 2.5/5
Emergency
Director: Kangana Ranaut
Stars: Kangana Ranaut, Anupam Kher, Shreyas Talpade, Milind Soman, Mahima Chaudhry
Rating: 2/5
Tree of Hell
Starring: Raed Zeno, Hadi Awada, Dr Mohammad Abdalla
Director: Raed Zeno
Rating: 4/5
