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"It turns out the technology farmers use is really outdated in many respects," he says.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."
UAE currency: the story behind the money in your pockets
Specs
Engine: 51.5kW electric motor
Range: 400km
Power: 134bhp
Torque: 175Nm
Price: From Dh98,800
Available: Now
Scoreline
Bournemouth 2
Wilson 70', Ibe 74'
Arsenal 1
Bellerin 52'
KILLING OF QASSEM SULEIMANI
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The five pillars of Islam
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Mohammed bin Zayed Majlis
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 one: how cars came to the UAE
UAE currency: the story behind the money in your pockets
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Test
Director: S Sashikanth
Cast: Nayanthara, Siddharth, Meera Jasmine, R Madhavan
Star rating: 2/5
UAE currency: the story behind the money in your pockets
MATCH INFO
Liverpool 2 (Van Dijk 18', 24')
Brighton 1 (Dunk 79')
Red card: Alisson (Liverpool)
The five pillars of Islam
The major Hashd factions linked to Iran:
Badr Organisation: Seen as the most militarily capable faction in the Hashd. Iraqi Shiite exiles opposed to Saddam Hussein set up the group in Tehran in the early 1980s as the Badr Corps under the supervision of the Iran Revolutionary Guards Corps (IRGC). The militia exalts Iran’s Supreme Leader Ali Khamenei but intermittently cooperated with the US military.
Saraya Al Salam (Peace Brigade): Comprised of former members of the officially defunct Mahdi Army, a militia that was commanded by Iraqi cleric Moqtada Al Sadr and fought US and Iraqi government and other forces between 2004 and 2008. As part of a political overhaul aimed as casting Mr Al Sadr as a more nationalist and less sectarian figure, the cleric formed Saraya Al Salam in 2014. The group’s relations with Iran has been volatile.
Kataeb Hezbollah: The group, which is fighting on behalf of the Bashar Al Assad government in Syria, traces its origins to attacks on US forces in Iraq in 2004 and adopts a tough stance against Washington, calling the United States “the enemy of humanity”.
Asaeb Ahl Al Haq: An offshoot of the Mahdi Army active in Syria. Asaeb Ahl Al Haq’s leader Qais al Khazali was a student of Mr Al Moqtada’s late father Mohammed Sadeq Al Sadr, a prominent Shiite cleric who was killed during Saddam Hussein’s rule.
Harakat Hezbollah Al Nujaba: Formed in 2013 to fight alongside Mr Al Assad’s loyalists in Syria before joining the Hashd. The group is seen as among the most ideological and sectarian-driven Hashd militias in Syria and is the major recruiter of foreign fighters to Syria.
Saraya Al Khorasani: The ICRG formed Saraya Al Khorasani in the mid-1990s and the group is seen as the most ideologically attached to Iran among Tehran’s satellites in Iraq.
(Source: The Wilson Centre, the International Centre for the Study of Radicalisation)
Read more about the coronavirus
Pharaoh's curse
British aristocrat Lord Carnarvon, who funded the expedition to find the Tutankhamun tomb, died in a Cairo hotel four months after the crypt was opened.
He had been in poor health for many years after a car crash, and a mosquito bite made worse by a shaving cut led to blood poisoning and pneumonia.
Reports at the time said Lord Carnarvon suffered from “pain as the inflammation affected the nasal passages and eyes”.
Decades later, scientists contended he had died of aspergillosis after inhaling spores of the fungus aspergillus in the tomb, which can lie dormant for months. The fact several others who entered were also found dead withiin a short time led to the myth of the curse.
Mohammed bin Zayed Majlis
Countries offering golden visas
UK
Innovator Founder Visa is aimed at those who can demonstrate relevant experience in business and sufficient investment funds to set up and scale up a new business in the UK. It offers permanent residence after three years.
Germany
Investing or establishing a business in Germany offers you a residence permit, which eventually leads to citizenship. The investment must meet an economic need and you have to have lived in Germany for five years to become a citizen.
Italy
The scheme is designed for foreign investors committed to making a significant contribution to the economy. Requires a minimum investment of €250,000 which can rise to €2 million.
Switzerland
Residence Programme offers residence to applicants and their families through economic contributions. The applicant must agree to pay an annual lump sum in tax.
Canada
Start-Up Visa Programme allows foreign entrepreneurs the opportunity to create a business in Canada and apply for permanent residence.
The years Ramadan fell in May
Mohammed bin Zayed Majlis
Killing of Qassem Suleimani
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Killing of Qassem Suleimani
A list of the animal rescue organisations in the UAE
KILLING OF QASSEM SULEIMANI
The studios taking part (so far)
- Punch
- Vogue Fitness
- Sweat
- Bodytree Studio
- The Hot House
- The Room
- Inspire Sports (Ladies Only)
- Cryo
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MATCH INFO
Cricket World Cup League Two
Oman, UAE, Namibia
Al Amerat, Muscat
Results
Oman beat UAE by five wickets
UAE beat Namibia by eight runs
Namibia beat Oman by 52 runs
UAE beat Namibia by eight wickets
UAE v Oman - abandoned
Oman v Namibia - abandoned
The years Ramadan fell in May
UAE currency: the story behind the money in your pockets
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Zayed Sustainability Prize
Mohammed bin Zayed Majlis
Ziina users can donate to relief efforts in Beirut
Ziina users will be able to use the app to help relief efforts in Beirut, which has been left reeling after an August blast caused an estimated $15 billion in damage and left thousands homeless. Ziina has partnered with the United Nations High Commissioner for Refugees to raise money for the Lebanese capital, co-founder Faisal Toukan says. “As of October 1, the UNHCR has the first certified badge on Ziina and is automatically part of user's top friends' list during this campaign. Users can now donate any amount to the Beirut relief with two clicks. The money raised will go towards rebuilding houses for the families that were impacted by the explosion.”
Zayed Sustainability Prize