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"It turns out the technology farmers use is really outdated in many respects," he says.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."
JERSEY INFO
Red Jersey
General Classification: worn daily, starting from Stage 2, by the leader of the General Classification by time.
Green Jersey
Points Classification: worn daily, starting from Stage 2, by the fastest sprinter, who has obtained the best positions in each stage and intermediate sprints.
White Jersey
Young Rider Classification: worn daily, starting from Stage 2, by the best young rider born after January 1, 1995 in the overall classification by time (U25).
Black Jersey
Intermediate Sprint Classification: worn daily, starting from Stage 2, by the rider who has gained the most Intermediate Sprint Points.
The finalists
Player of the Century, 2001-2020: Cristiano Ronaldo (Juventus), Lionel Messi (Barcelona), Mohamed Salah (Liverpool), Ronaldinho
Coach of the Century, 2001-2020: Pep Guardiola (Manchester City), Jose Mourinho (Tottenham Hotspur), Zinedine Zidane (Real Madrid), Sir Alex Ferguson
Club of the Century, 2001-2020: Al Ahly (Egypt), Bayern Munich (Germany), Barcelona (Spain), Real Madrid (Spain)
Player of the Year: Cristiano Ronaldo, Lionel Messi, Robert Lewandowski (Bayern Munich)
Club of the Year: Bayern Munich, Liverpool, Real Madrid
Coach of the Year: Gian Piero Gasperini (Atalanta), Hans-Dieter Flick (Bayern Munich), Jurgen Klopp (Liverpool)
Agent of the Century, 2001-2020: Giovanni Branchini, Jorge Mendes, Mino Raiola
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
The specs
Price: From Dh180,000 (estimate)
Engine: 2.0-litre turbocharged and supercharged in-line four-cylinder
Transmission: Eight-speed automatic
Power: 320hp @ 5,700rpm
Torque: 400Nm @ 2,200rpm
Fuel economy, combined: 9.7L / 100km
2025 Fifa Club World Cup groups
Group A: Palmeiras, Porto, Al Ahly, Inter Miami.
Group B: Paris Saint-Germain, Atletico Madrid, Botafogo, Seattle.
Group C: Bayern Munich, Auckland City, Boca Juniors, Benfica.
Group D: Flamengo, ES Tunis, Chelsea, Leon.
Group E: River Plate, Urawa, Monterrey, Inter Milan.
Group F: Fluminense, Borussia Dortmund, Ulsan, Mamelodi Sundowns.
Group G: Manchester City, Wydad, Al Ain, Juventus.
Group H: Real Madrid, Al Hilal, Pachuca, Salzburg.
World record transfers
1. Kylian Mbappe - to Real Madrid in 2017/18 - €180 million (Dh770.4m - if a deal goes through)
2. Paul Pogba - to Manchester United in 2016/17 - €105m
3. Gareth Bale - to Real Madrid in 2013/14 - €101m
4. Cristiano Ronaldo - to Real Madrid in 2009/10 - €94m
5. Gonzalo Higuain - to Juventus in 2016/17 - €90m
6. Neymar - to Barcelona in 2013/14 - €88.2m
7. Romelu Lukaku - to Manchester United in 2017/18 - €84.7m
8. Luis Suarez - to Barcelona in 2014/15 - €81.72m
9. Angel di Maria - to Manchester United in 2014/15 - €75m
10. James Rodriguez - to Real Madrid in 2014/15 - €75m
WHAT%20IS%20THE%20LICENSING%20PROCESS%20FOR%20VARA%3F
%3Cp%3EVara%20will%20cater%20to%20three%20categories%20of%20companies%20in%20Dubai%20(except%20the%20DIFC)%3A%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ECategory%20A%3A%3C%2Fstrong%3E%20Minimum%20viable%20product%20(MVP)%20applicants%20that%20are%20currently%20in%20the%20process%20of%20securing%20an%20MVP%20licence%3A%20This%20is%20a%20three-stage%20process%20starting%20with%20%5B1%5D%20a%20provisional%20permit%2C%20graduating%20to%20%5B2%5D%20preparatory%20licence%20and%20concluding%20with%20%5B3%5D%20operational%20licence.%20Applicants%20that%20are%20already%20in%20the%20MVP%20process%20will%20be%20advised%20by%20Vara%20to%20either%20continue%20within%20the%20MVP%20framework%20or%20be%20transitioned%20to%20the%20full%20market%20product%20licensing%20process.%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ECategory%20B%3A%3C%2Fstrong%3E%20Existing%20legacy%20virtual%20asset%20service%20providers%20prior%20to%20February%207%2C%202023%2C%20which%20are%20required%20to%20come%20under%20Vara%20supervision.%20All%20operating%20service%20proviers%20in%20Dubai%20(excluding%20the%20DIFC)%20fall%20under%20Vara%E2%80%99s%20supervision.%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ECategory%20C%3A%3C%2Fstrong%3E%20New%20applicants%20seeking%20a%20Vara%20licence%20or%20existing%20applicants%20adding%20new%20activities.%20All%20applicants%20that%20do%20not%20fall%20under%20Category%20A%20or%20B%20can%20begin%20the%20application%20process%20through%20their%20current%20or%20prospective%20commercial%20licensor%20%E2%80%94%20the%20DET%20or%20Free%20Zone%20Authority%20%E2%80%94%20or%20directly%20through%20Vara%20in%20the%20instance%20that%20they%20have%20yet%20to%20determine%20the%20commercial%20operating%20zone%20in%20Dubai.%C2%A0%3C%2Fp%3E%0A
How%20to%20avoid%20getting%20scammed
%3Cul%3E%0A%3Cli%3ENever%20click%20on%20links%20provided%20via%20app%20or%20SMS%2C%20even%20if%20they%20seem%20to%20come%20from%20authorised%20senders%20at%20first%20glance%3C%2Fli%3E%0A%3Cli%3EAlways%20double-check%20the%20authenticity%20of%20websites%3C%2Fli%3E%0A%3Cli%3EEnable%20Two-Factor%20Authentication%20(2FA)%20for%20all%20your%20working%20and%20personal%20services%3C%2Fli%3E%0A%3Cli%3EOnly%20use%20official%20links%20published%20by%20the%20respective%20entity%3C%2Fli%3E%0A%3Cli%3EDouble-check%20the%20web%20addresses%20to%20reduce%20exposure%20to%20fake%20sites%20created%20with%20domain%20names%20containing%20spelling%20errors%3C%2Fli%3E%0A%3C%2Ful%3E%0A
Zayed Sustainability Prize
SPECS
Toyota land Cruiser 2020 5.7L VXR
Engine: 5.7-litre V8
Transmission: eight-speed automatic
Power: 362hp
Torque: 530Nm
Price: Dh329,000 (base model 4.0L EXR Dh215,900)
Company%20profile
%3Cp%3EDate%20started%3A%20January%202022%3Cbr%3EFounders%3A%20Omar%20Abu%20Innab%2C%20Silvia%20Eldawi%2C%20Walid%20Shihabi%3Cbr%3EBased%3A%20Dubai%3Cbr%3ESector%3A%20PropTech%20%2F%20investment%3Cbr%3EEmployees%3A%2040%3Cbr%3EStage%3A%20Seed%3Cbr%3EInvestors%3A%20Multiple%3C%2Fp%3E%0A
It Was Just an Accident
Director: Jafar Panahi
Stars: Vahid Mobasseri, Mariam Afshari, Ebrahim Azizi, Hadis Pakbaten, Majid Panahi, Mohamad Ali Elyasmehr
Rating: 4/5
Killing of Qassem Suleimani
COMPANY PROFILE
Name: Mamo
Year it started: 2019 Founders: Imad Gharazeddine, Asim Janjua
Based: Dubai, UAE
Number of employees: 28
Sector: Financial services
Investment: $9.5m
Funding stage: Pre-Series A Investors: Global Ventures, GFC, 4DX Ventures, AlRajhi Partners, Olive Tree Capital, and prominent Silicon Valley investors.
THE SPECS
Engine: 6.75-litre twin-turbocharged V12 petrol engine
Power: 420kW
Torque: 780Nm
Transmission: 8-speed automatic
Price: From Dh1,350,000
On sale: Available for preorder now
In numbers: China in Dubai
The number of Chinese people living in Dubai: An estimated 200,000
Number of Chinese people in International City: Almost 50,000
Daily visitors to Dragon Mart in 2018/19: 120,000
Daily visitors to Dragon Mart in 2010: 20,000
Percentage increase in visitors in eight years: 500 per cent
Match info
Liverpool 4
Salah (19'), Mane (45 2', 53'), Sturridge (87')
West Ham United 0
The biog
Birthday: February 22, 1956
Born: Madahha near Chittagong, Bangladesh
Arrived in UAE: 1978
Exercise: At least one hour a day on the Corniche, from 5.30-6am and 7pm to 8pm.
Favourite place in Abu Dhabi? “Everywhere. Wherever you go, you can relax.”
UAE's role in anti-extremism recognised
General John Allen, President of the Brookings Institution research group, commended the role the UAE has played in the fight against terrorism and violent extremism.
He told a Globsec debate of the UAE’s "hugely outsized" role in the fight against Isis.
"It’s trite these days to say that any country punches above its weight, but in every possible way the Emirates did, both militarily, and very importantly, the UAE was extraordinarily helpful on getting to the issue of violent extremism," he said.
He also noted the impact that Hedayah, among others in the UAE, has played in addressing violent extremism.
Mina Cup winners
Under 12 – Minerva Academy
Under 14 – Unam Pumas
Under 16 – Fursan Hispania
Under 18 – Madenat
TOURNAMENT INFO
Fixtures
Sunday January 5 - Oman v UAE
Monday January 6 - UAE v Namibia
Wednesday January 8 - Oman v Namibia
Thursday January 9 - Oman v UAE
Saturday January 11 - UAE v Namibia
Sunday January 12 – Oman v Namibia
UAE squad
Ahmed Raza (captain), Rohan Mustafa, Mohammed Usman, CP Rizwan, Waheed Ahmed, Zawar Farid, Darius D’Silva, Karthik Meiyappan, Jonathan Figy, Vriitya Aravind, Zahoor Khan, Junaid Siddique, Basil Hameed, Chirag Suri
Profile Periscope Media
Founder: Smeetha Ghosh, one co-founder (anonymous)
Launch year: 2020
Employees: four – plans to add another 10 by July 2021
Financing stage: $250,000 bootstrap funding, approaching VC firms this year
Investors: Co-founders
New Zealand 15 British & Irish Lions 15
New Zealand 15
Tries: Laumape, J Barrett
Conversions: B Barrett
Penalties: B Barrett
British & Irish Lions 15
Penalties: Farrell (4), Daly
Who is Tim-Berners Lee?
Sir Tim Berners-Lee was born in London in a household of mathematicians and computer scientists. Both his mother, Mary Lee, and father, Conway, were early computer scientists who worked on the Ferranti 1 - the world's first commercially-available, general purpose digital computer. Sir Tim studied Physics at the University of Oxford and held a series of roles developing code and building software before moving to Switzerland to work for Cern, the European Particle Physics laboratory. He developed the worldwide web code as a side project in 1989 as a global information-sharing system. After releasing the first web code in 1991, Cern made it open and free for all to use. Sir Tim now campaigns for initiatives to make sure the web remains open and accessible to all.
Countries recognising Palestine
France, UK, Canada, Australia, Portugal, Belgium, Malta, Luxembourg, San Marino and Andorra