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."

Three trading apps to try

Sharad Nair recommends three investment apps for UAE residents:

  • For beginners or people who want to start investing with limited capital, Mr Nair suggests eToro. “The low fees and low minimum balance requirements make the platform more accessible,” he says. “The user interface is straightforward to understand and operate, while its social element may help ease beginners into the idea of investing money by looking to a virtual community.”
  • If you’re an experienced investor, and have $10,000 or more to invest, consider Saxo Bank. “Saxo Bank offers a more comprehensive trading platform with advanced features and insight for more experienced users. It offers a more personalised approach to opening and operating an account on their platform,” he says.
  • Finally, StashAway could work for those who want a hands-off approach to their investing. “It removes one of the biggest challenges for novice traders: picking the securities in their portfolio,” Mr Nair says. “A goal-based approach or view towards investing can help motivate residents who may usually shy away from investment platforms.”
Ten tax points to be aware of in 2026

1. Domestic VAT refund amendments: request your refund within five years

If a business does not apply for the refund on time, they lose their credit.

2. E-invoicing in the UAE

Businesses should continue preparing for the implementation of e-invoicing in the UAE, with 2026 a preparation and transition period ahead of phased mandatory adoption. 

3. More tax audits

Tax authorities are increasingly using data already available across multiple filings to identify audit risks. 

4. More beneficial VAT and excise tax penalty regime

Tax disputes are expected to become more frequent and more structured, with clearer administrative objection and appeal processes. The UAE has adopted a new penalty regime for VAT and excise disputes, which now mirrors the penalty regime for corporate tax.

5. Greater emphasis on statutory audit

There is a greater need for the accuracy of financial statements. The International Financial Reporting Standards standards need to be strictly adhered to and, as a result, the quality of the audits will need to increase.

6. Further transfer pricing enforcement

Transfer pricing enforcement, which refers to the practice of establishing prices for internal transactions between related entities, is expected to broaden in scope. The UAE will shortly open the possibility to negotiate advance pricing agreements, or essentially rulings for transfer pricing purposes. 

7. Limited time periods for audits

Recent amendments also introduce a default five-year limitation period for tax audits and assessments, subject to specific statutory exceptions. While the standard audit and assessment period is five years, this may be extended to up to 15 years in cases involving fraud or tax evasion. 

8. Pillar 2 implementation 

Many multinational groups will begin to feel the practical effect of the Domestic Minimum Top-Up Tax (DMTT), the UAE's implementation of the OECD’s global minimum tax under Pillar 2. While the rules apply for financial years starting on or after January 1, 2025, it is 2026 that marks the transition to an operational phase.

9. Reduced compliance obligations for imported goods and services

Businesses that apply the reverse-charge mechanism for VAT purposes in the UAE may benefit from reduced compliance obligations. 

10. Substance and CbC reporting focus

Tax authorities are expected to continue strengthening the enforcement of economic substance and Country-by-Country (CbC) reporting frameworks. In the UAE, these regimes are increasingly being used as risk-assessment tools, providing tax authorities with a comprehensive view of multinational groups’ global footprints and enabling them to assess whether profits are aligned with real economic activity. 

Contributed by Thomas Vanhee and Hend Rashwan, Aurifer

The National's picks

4.35pm: Tilal Al Khalediah
5.10pm: Continous
5.45pm: Raging Torrent
6.20pm: West Acre
7pm: Flood Zone
7.40pm: Straight No Chaser
8.15pm: Romantic Warrior
8.50pm: Calandogan
9.30pm: Forever Young

COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3ECompany%3A%20%3C%2Fstrong%3EGrowdash%0D%3Cbr%3E%3Cstrong%3EStarted%3A%20%3C%2Fstrong%3EJuly%202022%0D%3Cbr%3E%3Cstrong%3EFounders%3A%20%3C%2Fstrong%3ESean%20Trevaskis%20and%20Enver%20Sorkun%0D%3Cbr%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3EDubai%2C%20UAE%0D%3Cbr%3E%3Cstrong%3EIndustry%3A%20%3C%2Fstrong%3ERestaurant%20technology%0D%3Cbr%3E%3Cstrong%3EFunding%20so%20far%3A%3C%2Fstrong%3E%20%24750%2C000%0D%3Cbr%3E%3Cstrong%3EInvestors%3A%20%3C%2Fstrong%3EFlat6Labs%2C%20Plus%20VC%2C%20Judah%20VC%2C%20TPN%20Investments%20and%20angel%20investors%2C%20including%20former%20Talabat%20chief%20executive%20Abdulhamid%20Alomar%2C%20and%20entrepreneur%20Zeid%20Husban%3C%2Fp%3E%0A
What the law says

Micro-retirement is not a recognised concept or employment status under Federal Decree Law No. 33 of 2021 on the Regulation of Labour Relations (as amended) (UAE Labour Law). As such, it reflects a voluntary work-life balance practice, rather than a recognised legal employment category, according to Dilini Loku, senior associate for law firm Gateley Middle East.

“Some companies may offer formal sabbatical policies or career break programmes; however, beyond such arrangements, there is no automatic right or statutory entitlement to extended breaks,” she explains.

“Any leave taken beyond statutory entitlements, such as annual leave, is typically regarded as unpaid leave in accordance with Article 33 of the UAE Labour Law. While employees may legally take unpaid leave, such requests are subject to the employer’s discretion and require approval.”

If an employee resigns to pursue micro-retirement, the employment contract is terminated, and the employer is under no legal obligation to rehire the employee in the future unless specific contractual agreements are in place (such as return-to-work arrangements), which are generally uncommon, Ms Loku adds.

Living in...

This article is part of a guide on where to live in the UAE. Our reporters will profile some of the country’s most desirable districts, provide an estimate of rental prices and introduce you to some of the residents who call each area home.

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Muslim Council of Elders condemns terrorism on religious sites

The Muslim Council of Elders has strongly condemned the criminal attacks on religious sites in Britain.

It firmly rejected “acts of terrorism, which constitute a flagrant violation of the sanctity of houses of worship”.

“Attacking places of worship is a form of terrorism and extremism that threatens peace and stability within societies,” it said.

The council also warned against the rise of hate speech, racism, extremism and Islamophobia. It urged the international community to join efforts to promote tolerance and peaceful coexistence.

COMPANY%20PROFILE
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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

'The Batman'

Stars:Robert Pattinson

Director:Matt Reeves

Rating: 5/5

The specs

Engine: 3.8-litre V6

Power: 295hp at 6,000rpm

Torque: 355Nm at 5,200rpm

Transmission: 8-speed auto

Fuel consumption: 10.7L/100km

Price: Dh179,999-plus

On sale: now 

The biog:

Favourite book: The Leader Who Had No Title by Robin Sharma

Pet Peeve: Racism 

Proudest moment: Graduating from Sorbonne 

What puts her off: Dishonesty in all its forms

Happiest period in her life: The beginning of her 30s

Favourite movie: "I have two. The Pursuit of Happiness and Homeless to Harvard"

Role model: Everyone. A child can be my role model 

Slogan: The queen of peace, love and positive energy

UAE currency: the story behind the money in your pockets
The Details

Article 15
Produced by: Carnival Cinemas, Zee Studios
Directed by: Anubhav Sinha
Starring: Ayushmann Khurrana, Kumud Mishra, Manoj Pahwa, Sayani Gupta, Zeeshan Ayyub
Our rating: 4/5 

Our family matters legal consultant

Name: Hassan Mohsen Elhais

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

Other acts on the Jazz Garden bill

Sharrie Williams
The American singer is hugely respected in blues circles due to her passionate vocals and songwriting. Born and raised in Michigan, Williams began recording and touring as a teenage gospel singer. Her career took off with the blues band The Wiseguys. Such was the acclaim of their live shows that they toured throughout Europe and in Africa. As a solo artist, Williams has also collaborated with the likes of the late Dizzy Gillespie, Van Morrison and Mavis Staples.
Lin Rountree
An accomplished smooth jazz artist who blends his chilled approach with R‘n’B. Trained at the Duke Ellington School of the Arts in Washington, DC, Rountree formed his own band in 2004. He has also recorded with the likes of Kem, Dwele and Conya Doss. He comes to Dubai on the back of his new single Pass The Groove, from his forthcoming 2018 album Stronger Still, which may follow his five previous solo albums in cracking the top 10 of the US jazz charts.
Anita Williams
Dubai-based singer Anita Williams will open the night with a set of covers and swing, jazz and blues standards that made her an in-demand singer across the emirate. The Irish singer has been performing in Dubai since 2008 at venues such as MusicHall and Voda Bar. Her Jazz Garden appearance is career highlight as she will use the event to perform the original song Big Blue Eyes, the single from her debut solo album, due for release soon.

The candidates

Dr Ayham Ammora, scientist and business executive

Ali Azeem, business leader

Tony Booth, professor of education

Lord Browne, former BP chief executive

Dr Mohamed El-Erian, economist

Professor Wyn Evans, astrophysicist

Dr Mark Mann, scientist

Gina MIller, anti-Brexit campaigner

Lord Smith, former Cabinet minister

Sandi Toksvig, broadcaster

 

Joy%20Ride%20
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Diriyah%20project%20at%20a%20glance
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The%20specs
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All about the Sevens

Cape Town Sevens on Saturday and Sunday: Pools A – South Africa, Kenya, France, Russia; B – New Zealand, Australia, Spain, United States; C – England, Scotland, Argentina, Uganda; D – Fiji, Samoa, Canada, Wales

HSBC World Sevens Series standing after first leg in Dubai 1 South Africa; 2 New Zealand; 3 England; 4 Fiji; 5 Australia; 6 Samoa; 7 Kenya; 8 Scotland; 9 France; 10 Spain; 11 Argentina; 12 Canada; 13 Wales; 14 Uganda; 15 United States; 16 Russia