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.
_______________
Read more:
Generation Start-up: A restaurant’s excess food is now a UAE resident’s bargain dinner with BonApp
Development of 'chocolate forests' could put Brazil at top of cocoa tree
_______________
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"It turns out the technology farmers use is really outdated in many respects," he says.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."
ENGLAND WORLD CUP SQUAD
Eoin Morgan (captain), Moeen Ali, Jonny Bairstow, Jos Buttler (wicketkeeper), Tom Curran, Joe Denly, Alex Hales, Liam Plunkett, Adil Rashid, Joe Root, Jason Roy, Ben Stokes, David Willey, Chris Woakes, Mark Wood
The Vile
Starring: Bdoor Mohammad, Jasem Alkharraz, Iman Tarik, Sarah Taibah
Director: Majid Al Ansari
Rating: 4/5
Where to buy
Limited-edition art prints of The Sofa Series: Sultani can be acquired from Reem El Mutwalli at www.reemelmutwalli.com
GIANT REVIEW
Starring: Amir El-Masry, Pierce Brosnan
Director: Athale
Rating: 4/5
NYBL PROFILE
Company name: Nybl
Date started: November 2018
Founder: Noor Alnahhas, Michael LeTan, Hafsa Yazdni, Sufyaan Abdul Haseeb, Waleed Rifaat, Mohammed Shono
Based: Dubai, UAE
Sector: Software Technology / Artificial Intelligence
Initial investment: $500,000
Funding round: Series B (raising $5m)
Partners/Incubators: Dubai Future Accelerators Cohort 4, Dubai Future Accelerators Cohort 6, AI Venture Labs Cohort 1, Microsoft Scale-up
MATCH INFO
Manchester City 0
Wolves 2 (Traore 80', 90 4')
CHATGPT%20ENTERPRISE%20FEATURES
%3Cp%3E%E2%80%A2%20Enterprise-grade%20security%20and%20privacy%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Unlimited%20higher-speed%20GPT-4%20access%20with%20no%20caps%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Longer%20context%20windows%20for%20processing%20longer%20inputs%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Advanced%20data%20analysis%20capabilities%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Customisation%20options%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Shareable%20chat%20templates%20that%20companies%20can%20use%20to%20collaborate%20and%20build%20common%20workflows%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Analytics%20dashboard%20for%20usage%20insights%3C%2Fp%3E%0A%3Cp%3E%E2%80%A2%20Free%20credits%20to%20use%20OpenAI%20APIs%20to%20extend%20OpenAI%20into%20a%20fully-custom%20solution%20for%20enterprises%3C%2Fp%3E%0A
Polarised public
31% in UK say BBC is biased to left-wing views
19% in UK say BBC is biased to right-wing views
19% in UK say BBC is not biased at all
Source: YouGov
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.
SHAITTAN
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3EVikas%20Bahl%3Cbr%3E%3Cstrong%3EStarring%3A%20%3C%2Fstrong%3EAjay%20Devgn%2C%20R.%20Madhavan%2C%20Jyothika%2C%20Janaki%20Bodiwala%3Cbr%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E3%2F5%3C%2Fp%3E%0A
Company%C2%A0profile
%3Cp%3E%3Cstrong%3ECompany%20name%3A%20%3C%2Fstrong%3ETuhoon%0D%3Cbr%3E%3Cstrong%3EYear%20started%3A%20%3C%2Fstrong%3EJune%202021%0D%3Cbr%3E%3Cstrong%3ECo-founders%3A%20%3C%2Fstrong%3EFares%20Ghandour%2C%20Dr%20Naif%20Almutawa%2C%20Aymane%20Sennoussi%0D%3Cbr%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3ERiyadh%0D%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3Ehealth%20care%0D%3Cbr%3E%3Cstrong%3ESize%3A%20%3C%2Fstrong%3E15%20employees%2C%20%24250%2C000%20in%20revenue%0D%3Cbr%3EI%3Cstrong%3Envestment%20stage%3A%20s%3C%2Fstrong%3Eeed%0D%3Cbr%3E%3Cstrong%3EInvestors%3A%20%3C%2Fstrong%3EWamda%20Capital%2C%20Nuwa%20Capital%2C%20angel%20investors%3C%2Fp%3E%0A
COMPANY PROFILE
Company name: BorrowMe (BorrowMe.com)
Date started: August 2021
Founder: Nour Sabri
Based: Dubai, UAE
Sector: E-commerce / Marketplace
Size: Two employees
Funding stage: Seed investment
Initial investment: $200,000
Investors: Amr Manaa (director, PwC Middle East)
More coverage from the Future Forum
Results
5pm: Wathba Stallions Cup Maiden (PA) Dh 70,000 (Dirt) 1,000m, Winner: Hazeem Al Raed, Antonio Fresu (jockey), Ahmed Al Shemaili (trainer)
5.30pm: Handicap (PA) Dh 85,000 (D) 1,000m, Winner: Ghazwan Al Khalediah, Hugo Lebouc, Helal Al Alawi
6pm: Maiden (PA) Dh 70,000 (D) 1,400m, Winner: Dinar Al Khalediah, Patrick Cosgrave, Helal Al Alawi.
6.30pm: Handicap (TB) Dh 70,000 (D) 1,600m, Winner: Faith And Fortune, Sandro Paiva, Ali Rashid Al Raihe.
7pm: Maiden (PA) Dh 70,000 (D) 1,600m, Winner: Only Smoke, Bernardo Pinheiro, Abdallah Al Hammadi.
7.30pm: Handicap (PA) Dh 70,000 (D) 1,600m, Winner: AF Ramz, Saif Al Balushi, Khalifa Al Neyadi.
8pm: Maiden (PA) Dh 70,000 (D) 2,000m, Winner: AF Mass, Tadhg O’Shea, Ernst Oertel.
TYPES%20OF%20ONLINE%20GIG%20WORK
%3Cp%3E%3Cstrong%3EDesign%2C%20multimedia%20and%20creative%20work%3A%20%3C%2Fstrong%3ELogo%20design%2C%20website%20design%2C%20visualisations%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EBusiness%20and%20professional%20management%3A%20%3C%2Fstrong%3ELegal%20or%20management%20consulting%2C%20architecture%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EBusiness%20and%20professional%20support%3A%20%3C%2Fstrong%3EResearch%20support%2C%20proofreading%2C%20bookkeeping%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ESales%20and%20marketing%20support%3A%20%3C%2Fstrong%3ESearch%20engine%20optimisation%2C%20social%20media%20marketing%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EData%20entry%2C%20administrative%2C%20and%20clerical%3A%20%3C%2Fstrong%3EData%20entry%20tasks%2C%20virtual%20assistants%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EIT%2C%20software%20development%20and%20tech%3A%20%3C%2Fstrong%3EData%20analyst%2C%20back-end%20or%20front-end%20developers%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EWriting%20and%20translation%3A%20%3C%2Fstrong%3EContent%20writing%2C%20ghost%20writing%2C%20translation%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EOnline%20microtasks%3A%20%3C%2Fstrong%3EImage%20tagging%2C%20surveys%3C%2Fp%3E%0A%3Cp%3E%3Cem%3ESource%3A%20World%20Bank%3C%2Fem%3E%3C%2Fp%3E%0A
COMPANY PROFILE
Name: Xpanceo
Started: 2018
Founders: Roman Axelrod, Valentyn Volkov
Based: Dubai, UAE
Industry: Smart contact lenses, augmented/virtual reality
Funding: $40 million
Investor: Opportunity Venture (Asia)
Teaching your child to save
Pre-school (three - five years)
You can’t yet talk about investing or borrowing, but introduce a “classic” money bank and start putting gifts and allowances away. When the child wants a specific toy, have them save for it and help them track their progress.
Early childhood (six - eight years)
Replace the money bank with three jars labelled ‘saving’, ‘spending’ and ‘sharing’. Have the child divide their allowance into the three jars each week and explain their choices in splitting their pocket money. A guide could be 25 per cent saving, 50 per cent spending, 25 per cent for charity and gift-giving.
Middle childhood (nine - 11 years)
Open a bank savings account and help your child establish a budget and set a savings goal. Introduce the notion of ‘paying yourself first’ by putting away savings as soon as your allowance is paid.
Young teens (12 - 14 years)
Change your child’s allowance from weekly to monthly and help them pinpoint long-range goals such as a trip, so they can start longer-term saving and find new ways to increase their saving.
Teenage (15 - 18 years)
Discuss mutual expectations about university costs and identify what they can help fund and set goals. Don’t pay for everything, so they can experience the pride of contributing.
Young adulthood (19 - 22 years)
Discuss post-graduation plans and future life goals, quantify expenses such as first apartment, work wardrobe, holidays and help them continue to save towards these goals.
* JP Morgan Private Bank
Auron Mein Kahan Dum Tha
Starring: Ajay Devgn, Tabu, Shantanu Maheshwari, Jimmy Shergill, Saiee Manjrekar
Director: Neeraj Pandey
Rating: 2.5/5
if you go
Brief scores:
Toss: Kerala Knights, opted to fielf
Pakhtoons 109-5 (10 ov)
Fletcher 32; Lamichhane 3-17
Kerala Knights 110-2 (7.5 ov)
Morgan 46 not out, Stirling 40
COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3EName%3A%20%3C%2Fstrong%3ETelr%3Cbr%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3EDubai%2C%20UAE%3Cbr%3E%3Cstrong%3ELaunch%20year%3A%3C%2Fstrong%3E%202014%3Cbr%3E%3Cstrong%3ENumber%20of%20employees%3A%20%3C%2Fstrong%3E65%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3EFinTech%20and%20payments%3Cbr%3E%3Cstrong%3EFunding%3A%20%3C%2Fstrong%3Enearly%20%2430%20million%20so%20far%3C%2Fp%3E%0A
COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3EName%3A%20%3C%2Fstrong%3ESmartCrowd%0D%3Cbr%3E%3Cstrong%3EStarted%3A%20%3C%2Fstrong%3E2018%0D%3Cbr%3E%3Cstrong%3EFounder%3A%20%3C%2Fstrong%3ESiddiq%20Farid%20and%20Musfique%20Ahmed%0D%3Cbr%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3EDubai%0D%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3EFinTech%20%2F%20PropTech%0D%3Cbr%3E%3Cstrong%3EInitial%20investment%3A%20%3C%2Fstrong%3E%24650%2C000%0D%3Cbr%3E%3Cstrong%3ECurrent%20number%20of%20staff%3A%3C%2Fstrong%3E%2035%0D%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%20%3C%2Fstrong%3ESeries%20A%0D%3Cbr%3E%3Cstrong%3EInvestors%3A%20%3C%2Fstrong%3EVarious%20institutional%20investors%20and%20notable%20angel%20investors%20(500%20MENA%2C%20Shurooq%2C%20Mada%2C%20Seedstar%2C%20Tricap)%3C%2Fp%3E%0A
Six large-scale objects on show
- Concrete wall and windows from the now demolished Robin Hood Gardens housing estate in Poplar
- The 17th Century Agra Colonnade, from the bathhouse of the fort of Agra in India
- A stagecloth for The Ballet Russes that is 10m high – the largest Picasso in the world
- Frank Lloyd Wright’s 1930s Kaufmann Office
- A full-scale Frankfurt Kitchen designed by Margarete Schütte-Lihotzky, which transformed kitchen design in the 20th century
- Torrijos Palace dome
UAE currency: the story behind the money in your pockets
How the bonus system works
The two riders are among several riders in the UAE to receive the top payment of £10,000 under the Thank You Fund of £16 million (Dh80m), which was announced in conjunction with Deliveroo's £8 billion (Dh40bn) stock market listing earlier this year.
The £10,000 (Dh50,000) payment is made to those riders who have completed the highest number of orders in each market.
There are also riders who will receive payments of £1,000 (Dh5,000) and £500 (Dh2,500).
All riders who have worked with Deliveroo for at least one year and completed 2,000 orders will receive £200 (Dh1,000), the company said when it announced the scheme.
RESULTS
4pm: Al Bastakiya Listed US$250,000 (Dirt) 1,900m
Winner: Yulong Warrior, Richard Mullen (jockey), Satish Seemar (trainer)
4.35pm: Mahab Al Shimaal Group 3 $200,000 (D) 1,200m
Winner: Jordan Sport, Adrie de Vries, Fawzi Nass
5.10pm: Nad Al Sheba Conditions $200,000 (Turf) 1,200m
Winner: Jungle Cat, William Buick, Charlie Appleby
5.45pm: Burj Nahaar Group 3 $200,000 (D) 1,600m
Winner: Kimbear, Patrick Dobbs, Doug Watson
6.20pm: Jebel Hatta Group 1 $300,000 (T) 1,800m
Winner: Blair House, James Doyle, Charlie Appleby
6.55pm: Al Maktoum Challenge Round-3 Group 1 $400,000 (D) 2,000m
Winner: North America, Richard Mullen, Satish Seemar
7.30pm: Dubai City of Gold Group 2 $250,000 (T) 2,410m
Winner: Hawkbill, William Buick, Charlie Appleby.
Major honours
ARSENAL
BARCELONA
- La Liga - 2013
- Copa del Rey - 2012
- Fifa Club World Cup - 2011
CHELSEA
- Premier League - 2015, 2017
- FA Cup - 2018
- League Cup - 2015
SPAIN
- World Cup - 2010
- European Championship - 2008, 2012
More from Aya Iskandarani
The specs
- Engine: 3.9-litre twin-turbo V8
- Power: 640hp
- Torque: 760nm
- On sale: 2026
- Price: Not announced yet
Specs
Engine: Dual-motor all-wheel-drive electric
Range: Up to 610km
Power: 905hp
Torque: 985Nm
Price: From Dh439,000
Available: Now
Types of policy
Term life insurance: this is the cheapest and most-popular form of life cover. You pay a regular monthly premium for a pre-agreed period, typically anything between five and 25 years, or possibly longer. If you die within that time, the policy will pay a cash lump sum, which is typically tax-free even outside the UAE. If you die after the policy ends, you do not get anything in return. There is no cash-in value at any time. Once you stop paying premiums, cover stops.
Whole-of-life insurance: as its name suggests, this type of life cover is designed to run for the rest of your life. You pay regular monthly premiums and in return, get a guaranteed cash lump sum whenever you die. As a result, premiums are typically much higher than one term life insurance, although they do not usually increase with age. In some cases, you have to keep up premiums for as long as you live, although there may be a cut-off period, say, at age 80 but it can go as high as 95. There are penalties if you don’t last the course and you may get a lot less than you paid in.
Critical illness cover: this pays a cash lump sum if you suffer from a serious illness such as cancer, heart disease or stroke. Some policies cover as many as 50 different illnesses, although cancer triggers by far the most claims. The payout is designed to cover major financial responsibilities such as a mortgage or children’s education fees if you fall ill and are unable to work. It is cost effective to combine it with life insurance, with the policy paying out once if you either die or suffer a serious illness.
Income protection: this pays a replacement income if you fall ill and are unable to continue working. On the best policies, this will continue either until you recover, or reach retirement age. Unlike critical illness cover, policies will typically pay out for stress and musculoskeletal problems such as back trouble.
The specs
Engine: 3.6 V6
Transmission: 8-speed auto
Power: 295bhp
Torque: 353Nm
Price: Dh155,000
On sale: now
Skewed figures
In the village of Mevagissey in southwest England the housing stock has doubled in the last century while the number of residents is half the historic high. The village's Neighbourhood Development Plan states that 26% of homes are holiday retreats. Prices are high, averaging around £300,000, £50,000 more than the Cornish average of £250,000. The local average wage is £15,458.
PROFILE BOX
Company name: Overwrite.ai
Founder: Ayman Alashkar
Started: Established in 2020
Based: Dubai International Financial Centre, Dubai
Sector: PropTech
Initial investment: Self-funded by founder
Funding stage: Seed funding, in talks with angel investors
About%20My%20Father
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3ELaura%20Terruso%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStars%3A%20%3C%2Fstrong%3ERobert%20De%20Niro%2C%20Sebastian%20Maniscalco%2C%20Kim%20Cattrall%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%202%2F5%26nbsp%3B%3C%2Fp%3E%0A
Jetour T1 specs
Engine: 2-litre turbocharged
Power: 254hp
Torque: 390Nm
Price: From Dh126,000
Available: Now