The pandemic has accelerated automation in the workplace, changing the stakes for millions of American workers ahead of Election Day in the US on Tuesday. While both President Donald Trump and his Democratic challenger, the former Vice President Joe Biden, acknowledge the growing importance of artificial intelligence to the economy, their paths diverge in terms of levels of investment in automation and approaches to up-skilling workers.
"Seriously, this election will be a referendum on the future course of the country, including its employment profile, both insofar as the presidency and the Senate [results] turn out," Jonathan Grudin, a human-computer interaction researcher and author who works at Microsoft, told The National.
Over the next few decades, a quarter of US employment is at risk of being automated - especially administrative jobs and those in food services and transportation, according to a massive 2018 study by the Brookings Institution, a Washington, DC think tank. The biggest challenge of such a disruption won't necessarily be mass unemployment, but shifting displaced workers to new, more durable jobs.
The pandemic, too, has put the American workforce in a state of flux, with society’s most vulnerable feeling the shifts most acutely.
“The mix of jobs that emerge from this crisis is likely different than those that were lost,” according to a September report from McKinsey. “People with the lowest incomes and educational attainment have been disproportionately affected.”
In 2016, President Trump swung to victory in part on votes from American workers whose livelihoods were being threatened by rising automation.
Oxford University researchers concluded that three battleground states - Michigan, Wisconsin and Pennsylvania - would have gone “in favour of Hillary Clinton if robot adoption had been 2 per cent lower over the investigated period, leaving the Democrats with a majority in the Electoral College”.
And indeed, under the Republican Trump administration, US companies installed fewer robots in 2019 than they did the year before - the first decline since 2015. But it was a curtailment of manufacturing - fueled by trade wars and weaker demand - rather than workers’ protections, that dampened appetite for the machines, Reuters reported at the time.
In line with his push to localise manufacturing and bring jobs home, President Trump has engaged directly with the private sector to develop its own training or apprenticeship programmes that will help displaced workers amid automation.
Dubbed “Pledge to America’s Workers”, companies commit to training a given number of employees, but the effort has faced a backlash - particularly from Democratic lawmakers like Ohio senator Sherrod Brown - for a lack of funding.
While President Trump has rarely, if ever, tweeted about automation, the administration’s 2019 Economic Report of the President, an annual review of an administration’s economic progress, addressed automation and AI directly.
The president’s council of economic advisors summarised its concerns: "While advancements in AI could create more opportunities for workers with advanced education or specialised skills, workers without these skills could see shrinking opportunities.”
Vice President Biden’s own plans to address a skills gap and a changing employment landscape involve pouring money into community colleges and working with trade unions to “bring forward a new generation of registered apprenticeships”, according to the campaign’s website.
Under a Biden administration, community college would be free for families earning less than $125,000 a year and it would be easier for workers to unionise.
Mr Biden has also called for a $300 billion investment in research and development into “breakthrough technologies” like electric vehicles, 5G and AI “to unleash high-quality job creation in high-value manufacturing and technology”.
The R&D fund would connect research universities — including historically black colleges and other minority-serving institutions — and employers, unions and governments.
"These historic investments will connect workers and manufacturers of all sizes to the know-how and technologies needed to compete and win," according to the campaign.
SPEC%20SHEET%3A%20SAMSUNG%20GALAXY%20S24%20ULTRA
%3Cp%3E%3Cstrong%3EDisplay%3A%3C%2Fstrong%3E%206.8%22%20quad-HD%2B%20dynamic%20Amoled%202X%2C%203120%20x%201440%2C%20505ppi%2C%20HDR10%2B%2C%20120Hz%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EProcessor%3A%3C%2Fstrong%3E%204nm%20Qualcomm%20Snapdragon%208%20Gen%203%2C%2064-bit%20octa-core%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EMemory%3A%3C%2Fstrong%3E%2012GB%20RAM%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStorage%3A%3C%2Fstrong%3E%20256%2F512GB%20%2F%201TB%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EPlatform%3A%3C%2Fstrong%3E%20Android%2014%2C%20One%20UI%206.1%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EMain%20camera%3A%3C%2Fstrong%3E%20quad%20200MP%20wide%20f%2F1.7%20%2B%2050MP%20periscope%20telephoto%20f%2F3.4%20with%205x%20optical%2F10x%20optical%20quality%20zoom%20%2B%2010MP%20telephoto%202.4%20with%203x%20optical%20zoom%20%2B%2012MP%20ultra-wide%20f%2F2.2%3B%20100x%20Space%20Zoom%3B%20auto%20HDR%2C%20expert%20RAW%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EVideo%3A%3C%2Fstrong%3E%208K%4024%2F30fps%2C%204K%4030%2F60%2F120fps%2C%20full-HD%4030%2F60%2F240fps%2C%20full-HD%20super%20slo-mo%40960fps%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EFront%20camera%3A%3C%2Fstrong%3E%2012MP%20f%2F2.2%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EBattery%3A%3C%2Fstrong%3E%205000mAh%2C%20fast%20wireless%20charging%202.0%2C%20Wireless%20PowerShare%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EConnectivity%3A%3C%2Fstrong%3E%205G%2C%20Wi-Fi%2C%20Bluetooth%205.3%2C%20NFC%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EI%2FO%3A%3C%2Fstrong%3E%20USB-C%3B%20built-in%20Galaxy%20S%20Pen%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EDurability%3A%3C%2Fstrong%3E%20IP68%2C%20up%20to%201.5m%20of%20freshwater%20up%20to%2030%20minutes%3B%20dust-resistant%26nbsp%3B%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ESIM%3A%3C%2Fstrong%3E%20Nano%20%2B%20nano%20%2F%20nano%20%2B%20eSIM%20%2F%20dual%20eSIM%20(varies%20in%20different%20markets)%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EColours%3A%3C%2Fstrong%3E%20Titanium%20black%2C%20titanium%20grey%2C%20titanium%20violet%2C%20titanium%20yellow%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EIn%20the%20box%3A%20%3C%2Fstrong%3EGalaxy%20S24%20Ultra%2C%20USB-C-to-C%20cable%26nbsp%3B%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EPrice%3A%3C%2Fstrong%3E%20Dh5%2C099%20for%20256GB%2C%20Dh5%2C599%20for%20512GB%2C%20Dh6%2C599%20for%201TB%3C%2Fp%3E%0A
THE BIO
Ms Davison came to Dubai from Kerala after her marriage in 1996 when she was 21-years-old
Since 2001, Ms Davison has worked at many affordable schools such as Our Own English High School in Sharjah, and The Apple International School and Amled School in Dubai
Favourite Book: The Alchemist
Favourite quote: Failing to prepare is preparing to fail
Favourite place to Travel to: Vienna
Favourite cuisine: Italian food
Favourite Movie : Scent of a Woman
Sam Smith
Where: du Arena, Abu Dhabi
When: Saturday November 24
Rating: 4/5
Company%20profile
%3Cp%3E%3Cstrong%3ECompany%20name%3A%3C%2Fstrong%3E%20FinFlx%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarted%3A%3C%2Fstrong%3E%20January%202021%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EFounders%3A%3C%2Fstrong%3E%20Amr%20Yussif%20(co-founder%20and%20CEO)%2C%20Mattieu%20Capelle%20(co-founder%20and%20CTO)%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EBased%20in%3A%3C%2Fstrong%3E%20Dubai%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EIndustry%3A%3C%2Fstrong%3E%20FinTech%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EFunding%20size%3A%3C%2Fstrong%3E%20%241.5m%20pre-seed%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EInvestors%3A%3C%2Fstrong%3E%20Venture%20capital%20-%20Y%20Combinator%2C%20500%20Global%2C%20Dubai%20Future%20District%20Fund%2C%20Fox%20Ventures%2C%20Vector%20Fintech.%20Also%20a%20number%20of%20angel%20investors%3C%2Fp%3E%0A
Libya's Gold
UN Panel of Experts found regime secretly sold a fifth of the country's gold reserves.
The panel’s 2017 report followed a trail to West Africa where large sums of cash and gold were hidden by Abdullah Al Senussi, Qaddafi’s former intelligence chief, in 2011.
Cases filled with cash that was said to amount to $560m in 100 dollar notes, that was kept by a group of Libyans in Ouagadougou, Burkina Faso.
A second stash was said to have been held in Accra, Ghana, inside boxes at the local offices of an international human rights organisation based in France.
Turkish Ladies
Various artists, Sony Music Turkey
GIANT REVIEW
Starring: Amir El-Masry, Pierce Brosnan
Director: Athale
Rating: 4/5
Ten tax points to be aware of in 2026
1. Domestic VAT refund amendments: request your refund within five years
If a business does not apply for the refund on time, they lose their credit.
2. E-invoicing in the UAE
Businesses should continue preparing for the implementation of e-invoicing in the UAE, with 2026 a preparation and transition period ahead of phased mandatory adoption.
3. More tax audits
Tax authorities are increasingly using data already available across multiple filings to identify audit risks.
4. More beneficial VAT and excise tax penalty regime
Tax disputes are expected to become more frequent and more structured, with clearer administrative objection and appeal processes. The UAE has adopted a new penalty regime for VAT and excise disputes, which now mirrors the penalty regime for corporate tax.
5. Greater emphasis on statutory audit
There is a greater need for the accuracy of financial statements. The International Financial Reporting Standards standards need to be strictly adhered to and, as a result, the quality of the audits will need to increase.
6. Further transfer pricing enforcement
Transfer pricing enforcement, which refers to the practice of establishing prices for internal transactions between related entities, is expected to broaden in scope. The UAE will shortly open the possibility to negotiate advance pricing agreements, or essentially rulings for transfer pricing purposes.
7. Limited time periods for audits
Recent amendments also introduce a default five-year limitation period for tax audits and assessments, subject to specific statutory exceptions. While the standard audit and assessment period is five years, this may be extended to up to 15 years in cases involving fraud or tax evasion.
8. Pillar 2 implementation
Many multinational groups will begin to feel the practical effect of the Domestic Minimum Top-Up Tax (DMTT), the UAE's implementation of the OECD’s global minimum tax under Pillar 2. While the rules apply for financial years starting on or after January 1, 2025, it is 2026 that marks the transition to an operational phase.
9. Reduced compliance obligations for imported goods and services
Businesses that apply the reverse-charge mechanism for VAT purposes in the UAE may benefit from reduced compliance obligations.
10. Substance and CbC reporting focus
Tax authorities are expected to continue strengthening the enforcement of economic substance and Country-by-Country (CbC) reporting frameworks. In the UAE, these regimes are increasingly being used as risk-assessment tools, providing tax authorities with a comprehensive view of multinational groups’ global footprints and enabling them to assess whether profits are aligned with real economic activity.
Contributed by Thomas Vanhee and Hend Rashwan, Aurifer
The specs
Engine: 2.0-litre 4-cyl, 48V hybrid
Transmission: eight-speed automatic
Power: 325bhp
Torque: 450Nm
Price: Dh289,000
DC%20League%20of%20Super-Pets
%3Cp%3EDirector%3A%20Jared%20Stern%3C%2Fp%3E%0A%3Cp%3EStarring%3A%20Dwayne%20Johnson%2C%20Kevin%20Hart%2C%20John%20Krasinski%2C%20Keanu%20Reeves%2C%20Olivia%20Wilde%2C%20Kate%20McKinnon%2C%20Jameela%20Jamil%3C%2Fp%3E%0A%3Cp%3ERating%3A%203%2F5%3C%2Fp%3E%0A
Gothia Cup 2025
4,872 matches
1,942 teams
116 pitches
76 nations
26 UAE teams
15 Lebanese teams
2 Kuwaiti teams
The stats
Ship name: MSC Bellissima
Ship class: Meraviglia Class
Delivery date: February 27, 2019
Gross tonnage: 171,598 GT
Passenger capacity: 5,686
Crew members: 1,536
Number of cabins: 2,217
Length: 315.3 metres
Maximum speed: 22.7 knots (42kph)
UAE currency: the story behind the money in your pockets
GAC GS8 Specs
Engine: 2.0-litre 4cyl turbo
Power: 248hp at 5,200rpm
Torque: 400Nm at 1,750-4,000rpm
Transmission: 8-speed auto
Fuel consumption: 9.1L/100km
On sale: Now
Price: From Dh149,900
PAST 10 BRITISH GRAND PRIX WINNERS
2016 - Lewis Hamilton (Mercedes-GP)
2015 - Lewis Hamilton (Mercedes-GP)
2014 - Lewis Hamilton (Mercedes-GP)
2013 - Nico Rosberg (Mercedes-GP)
2012 - Mark Webber (Red Bull Racing)
2011 - Fernando Alonso (Ferrari)
2010 - Mark Webber (Red Bull Racing)
2009 - Sebastian Vettel (Red Bull Racing)
2008 - Lewis Hamilton (McLaren)
2007 - Kimi Raikkonen (Ferrari)
Classification of skills
A worker is categorised as skilled by the MOHRE based on nine levels given in the International Standard Classification of Occupations (ISCO) issued by the International Labour Organisation.
A skilled worker would be someone at a professional level (levels 1 – 5) which includes managers, professionals, technicians and associate professionals, clerical support workers, and service and sales workers.
The worker must also have an attested educational certificate higher than secondary or an equivalent certification, and earn a monthly salary of at least Dh4,000.
How to apply for a drone permit
- Individuals must register on UAE Drone app or website using their UAE Pass
- Add all their personal details, including name, nationality, passport number, Emiratis ID, email and phone number
- Upload the training certificate from a centre accredited by the GCAA
- Submit their request
What are the regulations?
- Fly it within visual line of sight
- Never over populated areas
- Ensure maximum flying height of 400 feet (122 metres) above ground level is not crossed
- Users must avoid flying over restricted areas listed on the UAE Drone app
- Only fly the drone during the day, and never at night
- Should have a live feed of the drone flight
- Drones must weigh 5 kg or less
MATCH INFO
Liverpool 2 (Van Dijk 18', 24')
Brighton 1 (Dunk 79')
Red card: Alisson (Liverpool)
The schedule
December 5 - 23: Shooting competition, Al Dhafra Shooting Club
December 9 - 24: Handicrafts competition, from 4pm until 10pm, Heritage Souq
December 11 - 20: Dates competition, from 4pm
December 12 - 20: Sour milk competition
December 13: Falcon beauty competition
December 14 and 20: Saluki races
December 15: Arabian horse races, from 4pm
December 16 - 19: Falconry competition
December 18: Camel milk competition, from 7.30 - 9.30 am
December 20 and 21: Sheep beauty competition, from 10am
December 22: The best herd of 30 camels
QUALIFYING RESULTS
1. Max Verstappen, Netherlands, Red Bull Racing Honda, 1 minute, 35.246 seconds.
2. Valtteri Bottas, Finland, Mercedes, 1:35.271.
3. Lewis Hamilton, Great Britain, Mercedes, 1:35.332.
4. Lando Norris, Great Britain, McLaren Renault, 1:35.497.
5. Alexander Albon, Thailand, Red Bull Racing Honda, 1:35.571.
6. Carlos Sainz Jr, Spain, McLaren Renault, 1:35.815.
7. Daniil Kvyat, Russia, Scuderia Toro Rosso Honda, 1:35.963.
8. Lance Stroll, Canada, Racing Point BWT Mercedes, 1:36.046.
9. Charles Leclerc, Monaco, Ferrari, 1:36.065.
10. Pierre Gasly, France, Scuderia Toro Rosso Honda, 1:36.242.
Eliminated after second session
11. Esteban Ocon, France, Renault, 1:36.359.
12. Daniel Ricciardo, Australia, Renault, 1:36.406.
13. Sebastian Vettel, Germany, Ferrari, 1:36.631.
14. Antonio Giovinazzi, Italy, Alfa Romeo Racing Ferrari, 1:38.248.
Eliminated after first session
15. Antonio Giovinazzi, Italy, Alfa Romeo Racing Ferrari, 1:37.075.
16. Kimi Raikkonen, Finland, Alfa Romeo Racing Ferrari, 1:37.555.
17. Kevin Magnussen, Denmark, Haas Ferrari, 1:37.863.
18. George Russell, Great Britain, Williams Mercedes, 1:38.045.
19. Pietro Fittipaldi, Brazil, Haas Ferrari, 1:38.173.
20. Nicholas Latifi, Canada, Williams Mercedes, 1:38.443.
World Test Championship table
1 India 71 per cent
2 New Zealand 70 per cent
3 Australia 69.2 per cent
4 England 64.1 per cent
5 Pakistan 43.3 per cent
6 West Indies 33.3 per cent
7 South Africa 30 per cent
8 Sri Lanka 16.7 per cent
9 Bangladesh 0
More on animal trafficking
Company profile
Company name: Dharma
Date started: 2018
Founders: Charaf El Mansouri, Nisma Benani, Leah Howe
Based: Abu Dhabi
Sector: TravelTech
Funding stage: Pre-series A
Investors: Convivialite Ventures, BY Partners, Shorooq Partners, L& Ventures, Flat6Labs
The Voice of Hind Rajab
Starring: Saja Kilani, Clara Khoury, Motaz Malhees
Director: Kaouther Ben Hania
Rating: 4/5
BRIEF SCORES
England 353 and 313-8 dec
(B Stokes 112, A Cook 88; M Morkel 3-70, K Rabada 3-85)
(J Bairstow 63, T Westley 59, J Root 50; K Maharaj 3-50)
South Africa 175 and 252
(T Bavuma 52; T Roland-Jones 5-57, J Anderson 3-25)
(D Elgar 136; M Ali 4-45, T Roland-Jones 3-72)
Result: England won by 239 runs
England lead four-match series 2-1
Global state-owned investor ranking by size
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Other workplace saving schemes
- The UAE government announced a retirement savings plan for private and free zone sector employees in 2023.
- Dubai’s savings retirement scheme for foreign employees working in the emirate’s government and public sector came into effect in 2022.
- National Bonds unveiled a Golden Pension Scheme in 2022 to help private-sector foreign employees with their financial planning.
- In April 2021, Hayah Insurance unveiled a workplace savings plan to help UAE employees save for their retirement.
- Lunate, an Abu Dhabi-based investment manager, has launched a fund that will allow UAE private companies to offer employees investment returns on end-of-service benefits.