Machine-learning algorithms that can teach themselves to identify objects helped to narrow down targets for more than 85 US air strikes. AFP / US Navy
Machine-learning algorithms that can teach themselves to identify objects helped to narrow down targets for more than 85 US air strikes. AFP / US Navy
Machine-learning algorithms that can teach themselves to identify objects helped to narrow down targets for more than 85 US air strikes. AFP / US Navy
Machine-learning algorithms that can teach themselves to identify objects helped to narrow down targets for more than 85 US air strikes. AFP / US Navy

US used AI to find targets for strikes on Syria and Yemen


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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.”

What is the FNC?

The Federal National Council is one of five federal authorities established by the UAE constitution. It held its first session on December 2, 1972, a year to the day after Federation.
It has 40 members, eight of whom are women. The members represent the UAE population through each of the emirates. Abu Dhabi and Dubai have eight members each, Sharjah and Ras al Khaimah six, and Ajman, Fujairah and Umm Al Quwain have four.
They bring Emirati issues to the council for debate and put those concerns to ministers summoned for questioning. 
The FNC’s main functions include passing, amending or rejecting federal draft laws, discussing international treaties and agreements, and offering recommendations on general subjects raised during sessions.
Federal draft laws must first pass through the FNC for recommendations when members can amend the laws to suit the needs of citizens. The draft laws are then forwarded to the Cabinet for consideration and approval. 
Since 2006, half of the members have been elected by UAE citizens to serve four-year terms and the other half are appointed by the Ruler’s Courts of the seven emirates.
In the 2015 elections, 78 of the 252 candidates were women. Women also represented 48 per cent of all voters and 67 per cent of the voters were under the age of 40.
 

The specs

Engine: 3.0-litre 6-cyl turbo

Power: 435hp at 5,900rpm

Torque: 520Nm at 1,800-5,500rpm

Transmission: 9-speed auto

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Engine: 2.0-litre 4-cylinder turbo hybrid

Transmission: eight-speed automatic

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Price: Dh340,000 ($92,579

Traits of Chinese zodiac animals

Tiger:independent, successful, volatile
Rat:witty, creative, charming
Ox:diligent, perseverent, conservative
Rabbit:gracious, considerate, sensitive
Dragon:prosperous, brave, rash
Snake:calm, thoughtful, stubborn
Horse:faithful, energetic, carefree
Sheep:easy-going, peacemaker, curious
Monkey:family-orientated, clever, playful
Rooster:honest, confident, pompous
Dog:loyal, kind, perfectionist
Boar:loving, tolerant, indulgent   

Who's who in Yemen conflict

Houthis: Iran-backed rebels who occupy Sanaa and run unrecognised government

Yemeni government: Exiled government in Aden led by eight-member Presidential Leadership Council

Southern Transitional Council: Faction in Yemeni government that seeks autonomy for the south

Habrish 'rebels': Tribal-backed forces feuding with STC over control of oil in government territory

Company Profile

Company name: Yeepeey

Started: Soft launch in November, 2020

Founders: Sagar Chandiramani, Jatin Sharma and Monish Chandiramani

Based: Dubai

Industry: E-grocery

Initial investment: $150,000

Future plan: Raise $1.5m and enter Saudi Arabia next year

hall of shame

SUNDERLAND 2002-03

No one has ended a Premier League season quite like Sunderland. They lost each of their final 15 games, taking no points after January. They ended up with 19 in total, sacking managers Peter Reid and Howard Wilkinson and losing 3-1 to Charlton when they scored three own goals in eight minutes.

SUNDERLAND 2005-06

Until Derby came along, Sunderland’s total of 15 points was the Premier League’s record low. They made it until May and their final home game before winning at the Stadium of Light while they lost a joint record 29 of their 38 league games.

HUDDERSFIELD 2018-19

Joined Derby as the only team to be relegated in March. No striker scored until January, while only two players got more assists than goalkeeper Jonas Lossl. The mid-season appointment Jan Siewert was to end his time as Huddersfield manager with a 5.3 per cent win rate.

ASTON VILLA 2015-16

Perhaps the most inexplicably bad season, considering they signed Idrissa Gueye and Adama Traore and still only got 17 points. Villa won their first league game, but none of the next 19. They ended an abominable campaign by taking one point from the last 39 available.

FULHAM 2018-19

Terrible in different ways. Fulham’s total of 26 points is not among the lowest ever but they contrived to get relegated after spending over £100 million (Dh457m) in the transfer market. Much of it went on defenders but they only kept two clean sheets in their first 33 games.

LA LIGA: Sporting Gijon, 13 points in 1997-98.

BUNDESLIGA: Tasmania Berlin, 10 points in 1965-66

How to come clean about financial infidelity
  • Be honest and transparent: It is always better to own up than be found out. Tell your partner everything they want to know. Show remorse. Inform them of the extent of the situation so they know what they are dealing with.
  • Work on yourself: Be honest with yourself and your partner and figure out why you did it. Don’t be ashamed to ask for professional help. 
  • Give it time: Like any breach of trust, it requires time to rebuild. So be consistent, communicate often and be patient with your partner and yourself.
  • Discuss your financial situation regularly: Ensure your spouse is involved in financial matters and decisions. Your ability to consistently follow through with what you say you are going to do when it comes to money can make all the difference in your partner’s willingness to trust you again.
  • Work on a plan to resolve the problem together: If there is a lot of debt, for example, create a budget and financial plan together and ensure your partner is fully informed, involved and supported. 

Carol Glynn, founder of Conscious Finance Coaching

While you're here
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Profile of Tarabut Gateway

Founder: Abdulla Almoayed

Based: UAE

Founded: 2017

Number of employees: 35

Sector: FinTech

Raised: $13 million

Backers: Berlin-based venture capital company Target Global, Kingsway, CE Ventures, Entrée Capital, Zamil Investment Group, Global Ventures, Almoayed Technologies and Mad’a Investment.

ENGLAND SQUAD

Team: 15 Mike Brown, 14 Anthony Watson, 13 Ben Te'o, 12 Owen Farrell, 11 Jonny May, 10 George Ford, 9 Ben Youngs, 1 Mako Vunipola, 2 Dylan Hartley, 3 Dan Cole, 4 Joe Launchbury, 5 Maro Itoje, 6 Courtney Lawes, 7 Chris Robshaw, 8 Sam Simmonds

Replacements 16 Jamie George, 17 Alec Hepburn, 18 Harry Williams, 19 George Kruis, 20 Sam Underhill, 21 Danny Care, 22 Jonathan Joseph, 23 Jack Nowell

The%20specs
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The Voice of Hind Rajab

Starring: Saja Kilani, Clara Khoury, Motaz Malhees

Director: Kaouther Ben Hania

Rating: 4/5

Avatar: Fire and Ash

Director: James Cameron

Starring: Sam Worthington, Sigourney Weaver, Zoe Saldana

Rating: 4.5/5

WTL%20SCHEDULE
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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.
 

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Engine: 2-litre TSI petrol

Power: 190hp

Torque: 320Nm

Price: From Dh147,000

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The specs

Engine: 5.2-litre V10

Power: 640hp at 8,000rpm

Torque: 565Nm at 6,500rpm

Transmission: 7-speed dual-clutch auto

Price: From Dh1 million

On sale: Q3 or Q4 2022 

How to help

Call the hotline on 0502955999 or send "thenational" to the following numbers:

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Updated: February 26, 2024, 6:46 PM