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.
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"It turns out the technology farmers use is really outdated in many respects," he says.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."
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.
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."
PROFILE
Name: Enhance Fitness
Year started: 2018
Based: UAE
Employees: 200
Amount raised: $3m
Investors: Global Ventures and angel investors
Who is Allegra Stratton?
- Previously worked at The Guardian, BBC’s Newsnight programme and ITV News
- Took up a public relations role for Chancellor Rishi Sunak in April 2020
- In October 2020 she was hired to lead No 10’s planned daily televised press briefings
- The idea was later scrapped and she was appointed spokeswoman for Cop26
- Ms Stratton, 41, is married to James Forsyth, the political editor of The Spectator
- She has strong connections to the Conservative establishment
- Mr Sunak served as best man at her 2011 wedding to Mr Forsyth
ICC Women's T20 World Cup Asia Qualifier 2025, Thailand
UAE fixtures
May 9, v Malaysia
May 10, v Qatar
May 13, v Malaysia
May 15, v Qatar
May 18 and 19, semi-finals
May 20, final
The years Ramadan fell in May
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.
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Specs
Engine: Duel electric motors
Power: 659hp
Torque: 1075Nm
On sale: Available for pre-order now
Price: On request
Tearful appearance
Chancellor Rachel Reeves set markets on edge as she appeared visibly distraught in parliament on Wednesday.
Legislative setbacks for the government have blown a new hole in the budgetary calculations at a time when the deficit is stubbornly large and the economy is struggling to grow.
She appeared with Keir Starmer on Thursday and the pair embraced, but he had failed to give her his backing as she cried a day earlier.
A spokesman said her upset demeanour was due to a personal matter.
Global Fungi Facts
• Scientists estimate there could be as many as 3 million fungal species globally
• Only about 160,000 have been officially described leaving around 90% undiscovered
• Fungi account for roughly 90% of Earth's unknown biodiversity
• Forest fungi help tackle climate change, absorbing up to 36% of global fossil fuel emissions annually and storing around 5 billion tonnes of carbon in the planet's topsoil
Young women have more “financial grit”, but fall behind on investing
In an October survey of young adults aged 16 to 25, Charles Schwab found young women are more driven to reach financial independence than young men (67 per cent versus. 58 per cent). They are more likely to take on extra work to make ends meet and see more value than men in creating a plan to achieve their financial goals. Yet, despite all these good ‘first’ measures, they are investing and saving less than young men – falling early into the financial gender gap.
While the women surveyed report spending 36 per cent less than men, they have far less savings than men ($1,267 versus $2,000) – a nearly 60 per cent difference.
In addition, twice as many young men as women say they would invest spare cash, and almost twice as many young men as women report having investment accounts (though most young adults do not invest at all).
“Despite their good intentions, young women start to fall behind their male counterparts in savings and investing early on in life,” said Carrie Schwab-Pomerantz, senior vice president, Charles Schwab. “They start off showing a strong financial planning mindset, but there is still room for further education when it comes to managing their day-to-day finances.”
Ms Schwab-Pomerantz says parents should be conveying the same messages to boys and girls about money, but should tailor those conversations based on the individual and gender.
"Our study shows that while boys are spending more than girls, they also are saving more. Have open and honest conversations with your daughters about the wage and savings gap," she said. "Teach kids about the importance of investing – especially girls, who as we see in this study, aren’t investing as much. Part of being financially prepared is learning to make the most of your money, and that means investing early and consistently."
Killing of Qassem Suleimani
The specs
Engine: 2.0-litre 4-cyl turbo
Power: 247hp at 6,500rpm
Torque: 370Nm from 1,500-3,500rpm
Transmission: 10-speed auto
Fuel consumption: 7.8L/100km
Price: from Dh94,900
On sale: now
Duminy's Test career in numbers
Tests 46; Runs 2,103; Best 166; Average 32.85; 100s 6; 50s 8; Wickets 42; Best 4-47
SUNDAY'S ABU DHABI T10 MATCHES
Northern Warriors v Team Abu Dhabi, 3.30pm
Bangla Tigers v Karnataka Tuskers, 5.45pm
Qalandars v Maratha Arabians, 8pm
57%20Seconds
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UAE currency: the story behind the money in your pockets
FIGHT INFO
Men’s 60kg Round 1:
Ahmad Shuja Jamal (AFG) beat Krisada Takhiankliang (THA) - points
Hyan Aljmyah (SYR) beat Akram Alyminee (YEM) - retired Round 1
Ibrahim Bilal (UAE) beat Bhanu Pratap Pandit (IND) - TKO Round 1
Men’s 71kg Round 1:
Seyed Kaveh Soleyman (IRI) beat Abedel Rahman (JOR) - RSC round 3.
Amine Al Moatassime (UAE) walk over Ritiz Puri (NEP)
The specs
Price, base / as tested Dh135,000
Engine 1.6L turbo
Gearbox Six speed automatic with manual and sports mode
Power 165hp @ 6,000rpm
Torque 240Nm @ 1,400rpm 0-100kph: 9.2 seconds
Top speed 420 kph (governed)
Fuel economy, combined 35.2L / 100km (est)
Killing of Qassem Suleimani
Killing of Qassem Suleimani
The Energy Research Centre
Founded 50 years ago as a nuclear research institute, scientists at the centre believed nuclear would be the “solution for everything”.
Although they still do, they discovered in 1955 that the Netherlands had a lot of natural gas. “We still had the idea that, by 2000, it would all be nuclear,” said Harm Jeeninga, director of business and programme development at the centre.
"In the 1990s, we found out about global warming so we focused on energy savings and tackling the greenhouse gas effect.”
The energy centre’s research focuses on biomass, energy efficiency, the environment, wind and solar, as well as energy engineering and socio-economic research.
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