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"It turns out the technology farmers use is really outdated in many respects," he says.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."
Company%20Profile
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Brown/Black belt finals
3pm: 49kg female: Mayssa Bastos (BRA) v Thamires Aquino (BRA)
3.07pm: 56kg male: Hiago George (BRA) v Carlos Alberto da Silva (BRA)
3.14pm: 55kg female: Amal Amjahid (BEL) v Bianca Basilio (BRA)
3.21pm: 62kg male: Gabriel de Sousa (BRA) v Joao Miyao (BRA)
3.28pm: 62kg female: Beatriz Mesquita (BRA) v Ffion Davies (GBR)
3.35pm: 69kg male: Isaac Doederlein (BRA) v Paulo Miyao (BRA)
3.42pm: 70kg female: Thamara Silva (BRA) v Alessandra Moss (AUS)
3.49pm: 77kg male: Oliver Lovell (GBR) v Tommy Langarkar (NOR)
3.56pm: 85kg male: Faisal Al Ketbi (UAE) v Rudson Mateus Teles (BRA)
4.03pm: 90kg female: Claire-France Thevenon (FRA) v Gabreili Passanha (BRA)
4.10pm: 94kg male: Adam Wardzinski (POL) v Kaynan Duarte (BRA)
4.17pm: 110kg male: Yahia Mansoor Al Hammadi (UAE) v Joao Rocha (BRA
HAEMOGLOBIN DISORDERS EXPLAINED
Thalassaemia is part of a family of genetic conditions affecting the blood known as haemoglobin disorders.
Haemoglobin is a substance in the red blood cells that carries oxygen and a lack of it triggers anemia, leaving patients very weak, short of breath and pale.
The most severe type of the condition is typically inherited when both parents are carriers. Those patients often require regular blood transfusions - about 450 of the UAE's 2,000 thalassaemia patients - though frequent transfusions can lead to too much iron in the body and heart and liver problems.
The condition mainly affects people of Mediterranean, South Asian, South-East Asian and Middle Eastern origin. Saudi Arabia recorded 45,892 cases of carriers between 2004 and 2014.
A World Health Organisation study estimated that globally there are at least 950,000 'new carrier couples' every year and annually there are 1.33 million at-risk pregnancies.
Countries recognising Palestine
France, UK, Canada, Australia, Portugal, Belgium, Malta, Luxembourg, San Marino and Andorra
Results:
CSIL 2-star 145cm One Round with Jump-Off
1. Alice Debany Clero (USA) on Amareusa S 38.83 seconds
2. Anikka Sande (NOR) For Cash 2 39.09
3. Georgia Tame (GBR) Cash Up 39.42
4. Nadia Taryam (UAE) Askaria 3 39.63
5. Miriam Schneider (GER) Fidelius G 47.74
Background: Chemical Weapons
Babumoshai Bandookbaaz
Director: Kushan Nandy
Starring: Nawazuddin Siddiqui, Bidita Bag, Jatin Goswami
Three stars
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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
IF YOU GO
The flights: FlyDubai offers direct flights to Catania Airport from Dubai International Terminal 2 daily with return fares starting from Dh1,895.
The details: Access to the 2,900-metre elevation point at Mount Etna by cable car and 4x4 transport vehicle cost around €57.50 (Dh248) per adult. Entry into Teatro Greco costs €10 (Dh43). For more go to www.visitsicily.info
Where to stay: Hilton Giardini Naxos offers beachfront access and accessible to Taormina and Mount Etna. Rooms start from around €130 (Dh561) per night, including taxes.
Scorecard
Scotland 220
K Coetzer 95, J Siddique 3-49, R Mustafa 3-35
UAE 224-3 in 43,5 overs
C Suri 67, B Hameed 63 not out