A farmer adjusts a cow's IDA, or “The Intelligent Dairy Farmer’s Assistant”, which device uses a motion-sensing device attached to the cow’s neck to transmit its movements to a program driven by artificial intelligence. Ben Sellon/AP
A farmer adjusts a cow's IDA, or “The Intelligent Dairy Farmer’s Assistant”, which device uses a motion-sensing device attached to the cow’s neck to transmit its movements to a program driven by artificial intelligence. Ben Sellon/AP
A farmer adjusts a cow's IDA, or “The Intelligent Dairy Farmer’s Assistant”, which device uses a motion-sensing device attached to the cow’s neck to transmit its movements to a program driven by artificial intelligence. Ben Sellon/AP
A farmer adjusts a cow's IDA, or “The Intelligent Dairy Farmer’s Assistant”, which device uses a motion-sensing device attached to the cow’s neck to transmit its movements to a program driven by artif

AI for cows gives farmers a hoof up


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Is the world ready for cows armed with artificial intelligence?

No time to ruminate on that because the moment has arrived, thanks to a Dutch company that has married two technologies - motion sensors and AI - with the aim of bringing the barnyard into the 21st century.

The company, Connecterra, has brought its IDA system , or "The Intelligent Dairy Farmer's Assistant", to the United States after having piloted it in Europe for several years.

IDA uses a motion-sensing device attached to a cow's neck to transmit its movements to a program driven by AI. The sensor data, when aligned repeatedly with real-world behaviour, eventually allows IDA to tell from data alone when a cow is chewing cud, lying down, walking, drinking or eating.

On the cow’s neck is a device called IDA, or “The Intelligent Dairy Farmer’s Assistant,” created by Connecterra. Marina Hutchinson/AP
On the cow’s neck is a device called IDA, or “The Intelligent Dairy Farmer’s Assistant,” created by Connecterra. Marina Hutchinson/AP

Those indicators can predict whether a particular cow is ill, has become less productive, or is ready to breed - alerting the farmer to changes in behavior that might otherwise be easily missed.

"It would just be impossible for us to keep up with every animal on an individual basis," says Richard Watson, one of the first four US farmers to use IDA since it launched commercially in December.

Mr Watson, who owns the Seven Oaks Dairy in Waynesboro, Georgia, says having a computer identify which cows in his 2,000-head herd need attention could help improve farm productivity as much as 10 per cent, which would mean hundreds of thousands of dollars to his family.

"If we can prove out that these advantages exist from using this technology ... I think adoption of IDA across a broad range of farming systems, particularly large farming systems, would be a no-brainer," he says.

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Dairy farming is just one industry benefiting from AI, which is being applied in fields as diverse as journalism, manufacturing and self-driving cars. In agriculture, AI is being developed to estimate crop health using drone footage and parse out weed killer between rows of cotton.

Yasir Khokhar, the former Microsoft employee who is the founder and CEO of Connecterra, says the inspiration for the idea came after living on a dairy farm south of Amsterdam.

"It turns out the technology farmers use is really outdated in many respects," he says. "What does exist is very cumbersome to use, yet agriculture is one of those areas that desperately needs technology."

A Moocall device is seen on the tail of a pregnant dairy cow at the Mackinson Dairy Farm. The device monitors the cow's movements and will trigger a text message to announce that the cow is about to give birth. Teresa Crawford/AP
A Moocall device is seen on the tail of a pregnant dairy cow at the Mackinson Dairy Farm. The device monitors the cow's movements and will trigger a text message to announce that the cow is about to give birth. Teresa Crawford/AP

Underlying IDA is Google's open-source TensorFlow programming framework, which has helped spread AI to many disciplines. It's a language built on top of the commonly used Python code that helps connect data from text, images, audio or sensors to neural networks - the algorithms that help computers learn. The language has been downloaded millions of times and has about 1,400 people contributing code, only 400 of whom work at Google, according to product manager Sandeep Gupta.

He says TensorFlow can be used by people with only high-school level math and some programming skills.

"We're continuing this journey making it easier and easier to use," Mr Gupta says.

TensorFlow has been used to do everything from helping Nasa scientists find planets using the Kepler telescope to assisting a tribe in the Amazon detect the sounds of illegal deforestation, according to Google spokesman Justin Burr.

Google hopes users adapt the open-source code to discover new applications that the company could someday use in its own business.

A farmer uses a phone to monitor a cow's IDA. Ben Sellon AP
A farmer uses a phone to monitor a cow's IDA. Ben Sellon AP

Even without AI, sensors are helping farmers keep tabs on their herds.

Mary Mackinson Faber, a fifth-generation farmer at the Mackinson Dairy Farm near Pontiac, Illinois, says a device attached to a cow's tail developed by Irish company Moocall sends her a text when a cow is ready to give birth, so she can be there to make sure nothing goes wrong. Moocall doesn't use AI - it simply sends a text when a certain threshold of spinal contractions in the tail are exceeded.

While she calls it a "great tool", she says it takes human intuition to do what's right for their animals.

"There are certain tasks that it can help with, and it can assist us, but I don't think it will ever replace the human."

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The bio

Favourite book: Peter Rabbit. I used to read it to my three children and still read it myself. If I am feeling down it brings back good memories.

Best thing about your job: Getting to help people. My mum always told me never to pass up an opportunity to do a good deed.

Best part of life in the UAE: The weather. The constant sunshine is amazing and there is always something to do, you have so many options when it comes to how to spend your day.

Favourite holiday destination: Malaysia. I went there for my honeymoon and ended up volunteering to teach local children for a few hours each day. It is such a special place and I plan to retire there one day.

GAC GS8 Specs

Engine: 2.0-litre 4cyl turbo

Power: 248hp at 5,200rpm

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Transmission: 8-speed auto

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Director: Hasan Hadi

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Engine: 3.4-litre twin-turbo V6 plus supplementary electric motor

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Engine: naturally aspirated 6.5-liter V12

Power: 819hp

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The years Ramadan fell in May

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1921

1888

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Starring: Rose, Jisoo, Jennie, Lisa

Directors: Min Geun, Oh Yoon-Dong

Rating: 3/5

The specs: 2019 Infiniti QX50

Price, base: Dh138,000 (estimate)
Engine: 2.0L, turbocharged, in-line four-cylinder
Transmission: Continuously variable transmission
Power: 268hp @ 5,600rpm
Torque: 380Nm @ 4,400rpm
Fuel economy: 6.7L / 100km (estimate)

The Specs

Price, base Dh379,000
Engine 2.9-litre, twin-turbo V6
Gearbox eight-speed automatic
Power 503bhp
Torque 443Nm
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The specs: McLaren 600LT

Price, base: Dh914,000

Engine: 3.8-litre twin-turbo V8

Transmission: Seven-speed automatic

Power: 600hp @ 7,500rpm

Torque: 620Nm @ 5,500rpm

Fuel economy 12.2.L / 100km

The 12 Syrian entities delisted by UK 

Ministry of Interior
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General Intelligence Directorate
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Political Security Directorate
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Military Intelligence Directorate
Army Supply Bureau
General Organisation of Radio and TV
Al Watan newspaper
Cham Press TV
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The Word for Woman is Wilderness
Abi Andrews, Serpent’s Tail

In numbers: PKK’s money network in Europe

Germany: PKK collectors typically bring in $18 million in cash a year – amount has trebled since 2010

Revolutionary tax: Investigators say about $2 million a year raised from ‘tax collection’ around Marseille

Extortion: Gunman convicted in 2023 of demanding $10,000 from Kurdish businessman in Stockholm

Drug trade: PKK income claimed by Turkish anti-drugs force in 2024 to be as high as $500 million a year

Denmark: PKK one of two terrorist groups along with Iranian separatists ASMLA to raise “two-digit million amounts”

Contributions: Hundreds of euros expected from typical Kurdish families and thousands from business owners

TV channel: Kurdish Roj TV accounts frozen and went bankrupt after Denmark fined it more than $1 million over PKK links in 2013 

The%20pillars%20of%20the%20Dubai%20Metaverse%20Strategy
%3Cp%3EEncourage%20innovation%20in%20the%20metaverse%20field%20and%20boost%20economic%20contribution%3C%2Fp%3E%0A%3Cp%3EDevelop%20outstanding%20talents%20through%20education%20and%20training%3C%2Fp%3E%0A%3Cp%3EDevelop%20applications%20and%20the%20way%20they%20are%20used%20in%20Dubai's%20government%20institutions%3C%2Fp%3E%0A%3Cp%3EAdopt%2C%20expand%20and%20promote%20secure%20platforms%20globally%3C%2Fp%3E%0A%3Cp%3EDevelop%20the%20infrastructure%20and%20regulations%3C%2Fp%3E%0A

Mercer, the investment consulting arm of US services company Marsh & McLennan, expects its wealth division to at least double its assets under management (AUM) in the Middle East as wealth in the region continues to grow despite economic headwinds, a company official said.

Mercer Wealth, which globally has $160 billion in AUM, plans to boost its AUM in the region to $2-$3bn in the next 2-3 years from the present $1bn, said Yasir AbuShaban, a Dubai-based principal with Mercer Wealth.

Within the next two to three years, we are looking at reaching $2 to $3 billion as a conservative estimate and we do see an opportunity to do so,” said Mr AbuShaban.

Mercer does not directly make investments, but allocates clients’ money they have discretion to, to professional asset managers. They also provide advice to clients.

“We have buying power. We can negotiate on their (client’s) behalf with asset managers to provide them lower fees than they otherwise would have to get on their own,” he added.

Mercer Wealth’s clients include sovereign wealth funds, family offices, and insurance companies among others.

From its office in Dubai, Mercer also looks after Africa, India and Turkey, where they also see opportunity for growth.

Wealth creation in Middle East and Africa (MEA) grew 8.5 per cent to $8.1 trillion last year from $7.5tn in 2015, higher than last year’s global average of 6 per cent and the second-highest growth in a region after Asia-Pacific which grew 9.9 per cent, according to consultancy Boston Consulting Group (BCG). In the region, where wealth grew just 1.9 per cent in 2015 compared with 2014, a pickup in oil prices has helped in wealth generation.

BCG is forecasting MEA wealth will rise to $12tn by 2021, growing at an annual average of 8 per cent.

Drivers of wealth generation in the region will be split evenly between new wealth creation and growth of performance of existing assets, according to BCG.

Another general trend in the region is clients’ looking for a comprehensive approach to investing, according to Mr AbuShaban.

“Institutional investors or some of the families are seeing a slowdown in the available capital they have to invest and in that sense they are looking at optimizing the way they manage their portfolios and making sure they are not investing haphazardly and different parts of their investment are working together,” said Mr AbuShaban.

Some clients also have a higher appetite for risk, given the low interest-rate environment that does not provide enough yield for some institutional investors. These clients are keen to invest in illiquid assets, such as private equity and infrastructure.

“What we have seen is a desire for higher returns in what has been a low-return environment specifically in various fixed income or bonds,” he said.

“In this environment, we have seen a de facto increase in the risk that clients are taking in things like illiquid investments, private equity investments, infrastructure and private debt, those kind of investments were higher illiquidity results in incrementally higher returns.”

The Abu Dhabi Investment Authority, one of the largest sovereign wealth funds, said in its 2016 report that has gradually increased its exposure in direct private equity and private credit transactions, mainly in Asian markets and especially in China and India. The authority’s private equity department focused on structured equities owing to “their defensive characteristics.”

COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3EName%3A%20%3C%2Fstrong%3EShaffra%3Cbr%3E%3Cstrong%3EStarted%3A%20%3C%2Fstrong%3E2023%3Cbr%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3EDIFC%20Innovation%20Hub%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3Emetaverse-as-a-Service%20(MaaS)%3Cbr%3E%3Cstrong%3EInvestment%3A%20%3C%2Fstrong%3Ecurrently%20closing%20%241.5%20million%20seed%20round%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%20%3C%2Fstrong%3Epre-seed%3Cbr%3E%3Cstrong%3EInvestors%3A%20%3C%2Fstrong%3EFlat6Labs%20Abu%20Dhabi%20and%20different%20PCs%20and%20angel%20investors%20from%20Saudi%20Arabia%3Cbr%3E%3Cstrong%3ENumber%20of%20staff%3A%20%3C%2Fstrong%3Enine%3C%2Fp%3E%0A
Classification of skills

A worker is categorised as skilled by the MOHRE based on nine levels given in the International Standard Classification of Occupations (ISCO) issued by the International Labour Organisation. 

A skilled worker would be someone at a professional level (levels 1 – 5) which includes managers, professionals, technicians and associate professionals, clerical support workers, and service and sales workers.

The worker must also have an attested educational certificate higher than secondary or an equivalent certification, and earn a monthly salary of at least Dh4,000. 

Our family matters legal consultant

Name: Hassan Mohsen Elhais

Position: legal consultant with Al Rowaad Advocates and Legal Consultants.

Trump v Khan

2016: Feud begins after Khan criticised Trump’s proposed Muslim travel ban to US

2017: Trump criticises Khan’s ‘no reason to be alarmed’ response to London Bridge terror attacks

2019: Trump calls Khan a “stone cold loser” before first state visit

2019: Trump tweets about “Khan’s Londonistan”, calling him “a national disgrace”

2022:  Khan’s office attributes rise in Islamophobic abuse against the major to hostility stoked during Trump’s presidency

July 2025 During a golfing trip to Scotland, Trump calls Khan “a nasty person”

Sept 2025 Trump blames Khan for London’s “stabbings and the dirt and the filth”.

Dec 2025 Trump suggests migrants got Khan elected, calls him a “horrible, vicious, disgusting mayor”

GIANT REVIEW

Starring: Amir El-Masry, Pierce Brosnan

Director: Athale

Rating: 4/5

Countries recognising Palestine

France, UK, Canada, Australia, Portugal, Belgium, Malta, Luxembourg, San Marino and Andorra

 

The Porpoise

By Mark Haddon 

(Penguin Random House)
 

The%20specs
%3Cp%3E%3Cstrong%3EEngine%3A%3C%2Fstrong%3E%201.8-litre%204-cyl%20turbo%0D%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E190hp%20at%205%2C200rpm%0D%3Cbr%3E%3Cstrong%3ETorque%3A%3C%2Fstrong%3E%20320Nm%20from%201%2C800-5%2C000rpm%0D%3Cbr%3E%3Cstrong%3ETransmission%3A%20%3C%2Fstrong%3ESeven-speed%20dual-clutch%20auto%0D%3Cbr%3E%3Cstrong%3EFuel%20consumption%3A%3C%2Fstrong%3E%206.7L%2F100km%0D%3Cbr%3E%3Cstrong%3EPrice%3A%3C%2Fstrong%3E%20From%20Dh111%2C195%0D%3Cbr%3E%3Cstrong%3EOn%20sale%3A%20%3C%2Fstrong%3ENow%3C%2Fp%3E%0A
COMPANY PROFILE
Name: Kumulus Water
 
Started: 2021
 
Founders: Iheb Triki and Mohamed Ali Abid
 
Based: Tunisia 
 
Sector: Water technology 
 
Number of staff: 22 
 
Investment raised: $4 million 
The burning issue

The internal combustion engine is facing a watershed moment – major manufacturer Volvo is to stop producing petroleum-powered vehicles by 2021 and countries in Europe, including the UK, have vowed to ban their sale before 2040. The National takes a look at the story of one of the most successful technologies of the last 100 years and how it has impacted life in the UAE. 

Read part four: an affection for classic cars lives on

Read part three: the age of the electric vehicle begins

Read part two: how climate change drove the race for an alternative 

THE BIO

Age: 30

Favourite book: The Power of Habit

Favourite quote: "The world is full of good people, if you cannot find one, be one"

Favourite exercise: The snatch

Favourite colour: Blue

The story of Edge

Sheikh Mohamed bin Zayed, Crown Prince of Abu Dhabi and Deputy Supreme Commander of the Armed Forces, established Edge in 2019.

It brought together 25 state-owned and independent companies specialising in weapons systems, cyber protection and electronic warfare.

Edge has an annual revenue of $5 billion and employs more than 12,000 people.

Some of the companies include Nimr, a maker of armoured vehicles, Caracal, which manufactures guns and ammunitions company, Lahab

 

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

BMW M5 specs

Engine: 4.4-litre twin-turbo V-8 petrol enging with additional electric motor

Power: 727hp

Torque: 1,000Nm

Transmission: 8-speed auto

Fuel consumption: 10.6L/100km

On sale: Now

Price: From Dh650,000

COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3ECompany%3A%20%3C%2Fstrong%3EMascotte%20Health%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarted%3A%20%3C%2Fstrong%3E2023%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3EMiami%2C%20US%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EFounder%3A%3C%2Fstrong%3E%20Bora%20Hamamcioglu%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3EOnline%20veterinary%20service%20provider%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EInvestment%20stage%3A%3C%2Fstrong%3E%20%241.2%20million%20raised%20in%20seed%20funding%3C%2Fp%3E%0A
The studios taking part (so far)
  1. Punch
  2. Vogue Fitness 
  3. Sweat
  4. Bodytree Studio
  5. The Hot House
  6. The Room
  7. Inspire Sports (Ladies Only)
  8. Cryo
Joy%20Ride%20
%3Cp%3E%3Cstrong%3EDirector%3A%3C%2Fstrong%3E%20Adele%20Lim%3Cbr%3E%3Cstrong%3EStars%3A%20%3C%2Fstrong%3EAshley%20Park%2C%20Sherry%20Cola%2C%20Stephanie%20Hsu%2C%20Sabrina%20Wu%3Cbr%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E4%2F5%3C%2Fp%3E%0A
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
German intelligence warnings
  • 2002: "Hezbollah supporters feared becoming a target of security services because of the effects of [9/11] ... discussions on Hezbollah policy moved from mosques into smaller circles in private homes." Supporters in Germany: 800
  • 2013: "Financial and logistical support from Germany for Hezbollah in Lebanon supports the armed struggle against Israel ... Hezbollah supporters in Germany hold back from actions that would gain publicity." Supporters in Germany: 950
  • 2023: "It must be reckoned with that Hezbollah will continue to plan terrorist actions outside the Middle East against Israel or Israeli interests." Supporters in Germany: 1,250 

Source: Federal Office for the Protection of the Constitution