Without inclusive AI, sustainable development is impossible


Cathy Li
Cathy Li
  • English
  • Arabic

January 19, 2024

2023 was generative AI’s year, when the huge potential of the technology began to be realised in real-world settings. 2024 must be the year we get serious about its risks – especially the serious implications it could have for widening existing inequalities and creating new ones.

It is incumbent on international leaders and policymakers to ensure that all of humanity – not just the fortunate few – reap the benefits of AI.

The capabilities of AI systems are maturing, and many in the developed world now use large language models that understand language, generate images and engage in reasoning, in our everyday lives. In the near future, it is expected that these models will support improvements in productivity, boosting economic growth, empowering individuals from the arts to scientific research, and probably helping humankind address large-scale social and technological challenges.

But will these effects be evenly distributed? Will they focus on the needs of communities that are already under-represented? And how can we ensure that the benefits don’t just go to developed countries that have the resources, infrastructure, digital literacy and training to best take advantage of frontier AI?

In terms of AI development, there are several issues that needs to be addressed in terms of access and inclusion.

A sign on a window reading 'Your AI Was Innovative And Inclusive?' on day three of the World Economic Forum in Davos, Switzerland, on Thursday. Bloomberg
A sign on a window reading 'Your AI Was Innovative And Inclusive?' on day three of the World Economic Forum in Davos, Switzerland, on Thursday. Bloomberg
It is incumbent on leaders and policymakers to ensure that all of humanity – not just the fortunate few – reap the benefits of AI

For example, in terms of development, the majority of training data tends to be based on English-based training data. This is natural as the majority of data produced is linked to English, while it is important to recognise that important local innovations equally can be unlocked when large language models are specialised on low-resource languages where data is not as readily available.

The challenges of unlocking local innovation in AI tends to be paired with inadequate access to internet services, limited computing power, and lacking availability to sectoral training. Those groups and nations that are already struggling to take advantage of current AI systems will probably fall further behind, unless some of these trends are actively reversed.

To redress governments, private-sector leaders and technical experts need to build support for and create rules and norms for the equitable development, distribution and access to AI. They will also need to consider a range of other issues, including bias, privacy, the need for shared, precise terminology, accountability, transparency and the development of trust.

Without some degree of intervention, governance, safeguards, and importantly, consensus, we cannot assure inclusive AI. To address this divide, the World Economic Forum is using its multi-stakeholder model to bring together government and business leaders to ensure key issues such as inclusivity and equitable access are on the AI agenda.

Building on its Presidio AI Framework for Responsible and Optimised AI Development and Deployment, released in June last year, the Forum’s AI Governance Alliance is bringing experts from different sectors together to promote cross-border data quality and availability. It aims to mobilise resources to explore the benefits of AI in important sectors such as education and health care.

The AI Governance Alliance is advancing a three-pronged approach to ensure the equitable distribution of the technology worldwide. The Briefing Paper Series, published during our annual meeting, present recommendations on safe systems and technologies, responsible applications and transformations, and resilient governance and regulation.

Among the central tenets identified to success are the need for standardised perspectives on the model lifecycle, inculcating shared responsibility, taking steps to proactively manage risk, ensuring multi-stakeholder governance, communicating transparently, and advocating for international co-ordination and standards to help prevent fragmentation.

Generative AI is rapidly becoming a defining feature of modernity. Unlike other technologies of national and international importance, AI can be used by anyone with access worldwide. The issue is to ensure that it is a part of everyone’s future, and this can only be achieved if we build in inclusivity now.

Open, transparent innovation and international collaboration are essential to AI’s continued responsible development to ensure that it upholds shared human values and promotes inclusive societal progress. To date, this has been shown to be lacking, but we are well placed to see where the problems lie and how they can be addressed.

We have a narrow window in which to act, underscoring why we need to work quickly, efficiently and together during 2024.

Results
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The specs

Engine: 2.0-litre 4-cyl turbo

Power: 247hp at 6,500rpm

Torque: 370Nm from 1,500-3,500rpm

Transmission: 10-speed auto

Fuel consumption: 7.8L/100km

Price: from Dh94,900

On sale: now

EA Sports FC 26

Publisher: EA Sports

Consoles: PC, PlayStation 4/5, Xbox Series X/S

Rating: 3/5

Company Profile:

Name: The Protein Bakeshop

Date of start: 2013

Founders: Rashi Chowdhary and Saad Umerani

Based: Dubai

Size, number of employees: 12

Funding/investors:  $400,000 (2018) 

WandaVision

Starring: Elizabeth Olsen, Paul Bettany

Directed by: Matt Shakman

Rating: Four stars

UNpaid bills:

Countries with largest unpaid bill for UN budget in 2019

USA – $1.055 billion

Brazil – $143 million

Argentina – $52 million

Mexico – $36 million

Iran – $27 million

Israel – $18 million

Venezuela – $17 million

Korea – $10 million

Countries with largest unpaid bill for UN peacekeeping operations in 2019

USA – $2.38 billion

Brazil – $287 million

Spain – $110 million

France – $103 million

Ukraine – $100 million

 

The Book of Collateral Damage

Sinan Antoon

(Yale University Press)

Evacuations to France hit by controversy
  • Over 500 Gazans have been evacuated to France since November 2023
  • Evacuations were paused after a student already in France posted anti-Semitic content and was subsequently expelled to Qatar
  • The Foreign Ministry launched a review to determine how authorities failed to detect the posts before her entry
  • Artists and researchers fall under a programme called Pause that began in 2017
  • It has benefited more than 700 people from 44 countries, including Syria, Turkey, Iran, and Sudan
  • Since the start of the Gaza war, it has also included 45 Gazan beneficiaries
  • Unlike students, they are allowed to bring their families to France
UAE currency: the story behind the money in your pockets
The Sand Castle

Director: Matty Brown

Stars: Nadine Labaki, Ziad Bakri, Zain Al Rafeea, Riman Al Rafeea

Rating: 2.5/5

COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3EName%3A%20%3C%2Fstrong%3EQureos%0D%3Cbr%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3EUAE%0D%3Cbr%3E%3Cstrong%3ELaunch%20year%3A%20%3C%2Fstrong%3E2021%0D%3Cbr%3E%3Cstrong%3ENumber%20of%20employees%3A%20%3C%2Fstrong%3E33%0D%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3ESoftware%20and%20technology%0D%3Cbr%3E%3Cstrong%3EFunding%3A%20%3C%2Fstrong%3E%243%20million%0D%3Cbr%3E%3C%2Fp%3E%0A
The%20specs
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Joe Root's Test record

Tests: 53; Innings: 98; Not outs: 11; Runs: 4,594; Best score: 254; Average: 52.80; 100s: 11; 50s: 27

UAE currency: the story behind the money in your pockets
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MATCH INFO

Liverpool 3

Sadio Man 28'

Andrew Robertson 34'

Diogo Jota 88'

Arsenal 1

Lacazette 25'

Man of the match

Sadio Mane (Liverpool)

The Specs:

The Specs:

Engine: 2.9-litre, V6 twin-turbo

Transmission: 8-speed automatic

Power: 444bhp

Torque: 600Nm

Price: AED 356,580 incl VAT

On sale: now.

Brief scores:

Toss: South Africa, chose to field

Pakistan: 177 & 294

South Africa: 431 & 43-1

Man of the Match: Faf du Plessis (South Africa)

Series: South Africa lead three-match series 2-0

How to watch Ireland v Pakistan in UAE

When: The one-off Test starts on Friday, May 11
What time: Each day’s play is scheduled to start at 2pm UAE time.
TV: The match will be broadcast on OSN Sports Cricket HD. Subscribers to the channel can also stream the action live on OSN Play.

WHAT%20START-UPS%20IS%20VISA%20SEEKING%3F
%3Cp%3E%3Cstrong%3EEnablers%20of%20digital%20services%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Blockchain%20and%20cryptocurrency%3Cbr%3E%E2%80%A2%20Crowdfunding%3Cbr%3E%E2%80%A2%20Banking-as-a-service%3Cbr%3E%E2%80%A2%20Banking%20identification%20number%20sponsors%3Cbr%3E%E2%80%A2%20Issuers%2Fprocessors%3Cbr%3E%E2%80%A2%20Programme%20managers%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EDigital%20issuance%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Blockchain%20and%20cryptocurrency%3Cbr%3E%E2%80%A2%20Alternative%20lending%3Cbr%3E%E2%80%A2%20Personal%20financial%20management%3Cbr%3E%E2%80%A2%20Money%20transfer%20and%20remittance%3Cbr%3E%E2%80%A2%20Digital%20banking%20(neo%20banks)%3Cbr%3E%E2%80%A2%20Digital%20wallets%2C%20peer-to-peer%20and%20transfers%3Cbr%3E%E2%80%A2%20Employee%20benefits%3Cbr%3E%E2%80%A2%20Payables%3Cbr%3E%E2%80%A2%20Corporate%20cards%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EValue-add%20for%20merchants%2Fconsumers%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Data%20and%20analytics%3Cbr%3E%E2%80%A2%20ID%2C%20authentication%20and%20security%3Cbr%3E%E2%80%A2%20Insurance%20technology%3Cbr%3E%E2%80%A2%20Loyalty%3Cbr%3E%E2%80%A2%20Merchant%20services%20and%20tools%3Cbr%3E%E2%80%A2%20Process%20and%20payment%20infrastructure%3Cbr%3E%E2%80%A2%20Retail%20technology%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ESME%20recovery%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Money%20movement%3Cbr%3E%E2%80%A2%20Acceptance%3Cbr%3E%E2%80%A2%20Risk%20management%3Cbr%3E%E2%80%A2%20Brand%20management%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ENew%20categories%20for%202023%3C%2Fstrong%3E%3Cbr%3E%E2%80%A2%20Sustainable%20FinTechs%3Cbr%3E%E2%80%A2%20Risk%3Cbr%3E%E2%80%A2%20Urban%20mobility%3C%2Fp%3E%0A
'Ghostbusters: From Beyond'

Director: Jason Reitman

Starring: Paul Rudd, Carrie Coon, Finn Wolfhard, Mckenna Grace

Rating: 2/5

South Africa squad

: Faf du Plessis (captain), Hashim Amla, Temba Bavuma, Quinton de Kock (wkt), Theunis de Bruyn, AB de Villiers, Dean Elgar, Heinrich Klaasen (wkt), Keshav Maharaj, Aiden Markram, Morne Morkel, Chris Morris, Wiaan Mulder, Lungi Ngidi, Duanne Olivier, Vernon Philander and Kagiso Rabada.

Important questions to consider

1. Where on the plane does my pet travel?

There are different types of travel available for pets:

  • Manifest cargo
  • Excess luggage in the hold
  • Excess luggage in the cabin

Each option is safe. The feasibility of each option is based on the size and breed of your pet, the airline they are traveling on and country they are travelling to.

 

2. What is the difference between my pet traveling as manifest cargo or as excess luggage?

If traveling as manifest cargo, your pet is traveling in the front hold of the plane and can travel with or without you being on the same plane. The cost of your pets travel is based on volumetric weight, in other words, the size of their travel crate.

If traveling as excess luggage, your pet will be in the rear hold of the plane and must be traveling under the ticket of a human passenger. The cost of your pets travel is based on the actual (combined) weight of your pet in their crate.

 

3. What happens when my pet arrives in the country they are traveling to?

As soon as the flight arrives, your pet will be taken from the plane straight to the airport terminal.

If your pet is traveling as excess luggage, they will taken to the oversized luggage area in the arrival hall. Once you clear passport control, you will be able to collect them at the same time as your normal luggage. As you exit the airport via the ‘something to declare’ customs channel you will be asked to present your pets travel paperwork to the customs official and / or the vet on duty. 

If your pet is traveling as manifest cargo, they will be taken to the Animal Reception Centre. There, their documentation will be reviewed by the staff of the ARC to ensure all is in order. At the same time, relevant customs formalities will be completed by staff based at the arriving airport. 

 

4. How long does the travel paperwork and other travel preparations take?

This depends entirely on the location that your pet is traveling to. Your pet relocation compnay will provide you with an accurate timeline of how long the relevant preparations will take and at what point in the process the various steps must be taken.

In some cases they can get your pet ‘travel ready’ in a few days. In others it can be up to six months or more.

 

5. What vaccinations does my pet need to travel?

Regardless of where your pet is traveling, they will need certain vaccinations. The exact vaccinations they need are entirely dependent on the location they are traveling to. The one vaccination that is mandatory for every country your pet may travel to is a rabies vaccination.

Other vaccinations may also be necessary. These will be advised to you as relevant. In every situation, it is essential to keep your vaccinations current and to not miss a due date, even by one day. To do so could severely hinder your pets travel plans.

Source: Pawsome Pets UAE

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.

COMPANY PROFILE
Name: ARDH Collective
Based: Dubai
Founders: Alhaan Ahmed, Alyina Ahmed and Maximo Tettamanzi
Sector: Sustainability
Total funding: Self funded
Number of employees: 4
MAIN CARD

Bantamweight 56.4kg
Abrorbek Madiminbekov v Mehdi El Jamari

Super heavyweight 94 kg
Adnan Mohammad v Mohammed Ajaraam

Lightweight 60kg
Zakaria Eljamari v Faridoon Alik Zai

Light heavyweight 81.4kg
Mahmood Amin v Taha Marrouni

Light welterweight 64.5kg
Siyovush Gulmamadov v Nouredine Samir

Light heavyweight 81.4kg
Ilyass Habibali v Haroun Baka

How to help

Call the hotline on 0502955999 or send "thenational" to the following numbers:

2289 - Dh10

2252 - Dh50

6025 - Dh20

6027 - Dh100

6026 - Dh200

Company Profile

Company name: Yeepeey

Started: Soft launch in November, 2020

Founders: Sagar Chandiramani, Jatin Sharma and Monish Chandiramani

Based: Dubai

Industry: E-grocery

Initial investment: $150,000

Future plan: Raise $1.5m and enter Saudi Arabia next year

How Beautiful this world is!
RESULT

Leeds United 1 Manchester City 1
Leeds:
 Rodrigo (59')
Man City: Sterling (17')

Man of the Match: Rodrigo Moreno (Leeds)

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

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 

Various Artists 
Habibi Funk: An Eclectic Selection Of Music From The Arab World (Habibi Funk)
​​​​​​​

The biog

Favourite food: Tabbouleh, greek salad and sushi

Favourite TV show: That 70s Show

Favourite animal: Ferrets, they are smart, sensitive, playful and loving

Favourite holiday destination: Seychelles, my resolution for 2020 is to visit as many spiritual retreats and animal shelters across the world as I can

Name of first pet: Eddy, a Persian cat that showed up at our home

Favourite dog breed: I love them all - if I had to pick Yorkshire terrier for small dogs and St Bernard's for big

Recent winners

2002 Giselle Khoury (Colombia)

2004 Nathalie Nasralla (France)

2005 Catherine Abboud (Oceania)

2007 Grace Bijjani  (Mexico)

2008 Carina El-Keddissi (Brazil)

2009 Sara Mansour (Brazil)

2010 Daniella Rahme (Australia)

2011 Maria Farah (Canada)

2012 Cynthia Moukarzel (Kuwait)

2013 Layla Yarak (Australia)              

2014 Lia Saad  (UAE)

2015 Cynthia Farah (Australia)

2016 Yosmely Massaad (Venezuela)

2017 Dima Safi (Ivory Coast)

2018 Rachel Younan (Australia)

Winners

Ballon d’Or (Men’s)
Ousmane Dembélé (Paris Saint-Germain / France)

Ballon d’Or Féminin (Women’s)
Aitana Bonmatí (Barcelona / Spain)

Kopa Trophy (Best player under 21 – Men’s)
Lamine Yamal (Barcelona / Spain)

Best Young Women’s Player
Vicky López (Barcelona / Spain)

Yashin Trophy (Best Goalkeeper – Men’s)
Gianluigi Donnarumma (Paris Saint-Germain and Manchester City / Italy)

Best Women’s Goalkeeper
Hannah Hampton (England / Aston Villa and Chelsea)

Men’s Coach of the Year
Luis Enrique (Paris Saint-Germain)

Women’s Coach of the Year
Sarina Wiegman (England)

Company profile

Company: Eighty6 

Date started: October 2021 

Founders: Abdul Kader Saadi and Anwar Nusseibeh 

Based: Dubai, UAE 

Sector: Hospitality 

Size: 25 employees 

Funding stage: Pre-series A 

Investment: $1 million 

Investors: Seed funding, angel investors  

F1 2020 calendar

March 15 - Australia, Melbourne; March 22 - Bahrain, Sakhir; April 5 - Vietnam, Hanoi; April 19 - China, Shanghai; May 3 - Netherlands, Zandvoort; May 20 - Spain, Barcelona; May 24 - Monaco, Monaco; June 7 - Azerbaijan, Baku; June 14 - Canada, Montreal; June 28 - France, Le Castellet; July 5 - Austria, Spielberg; July 19 - Great Britain, Silverstone; August 2 - Hungary, Budapest; August 30 - Belgium, Spa; September 6 - Italy, Monza; September 20 - Singapore, Singapore; September 27 - Russia, Sochi; October 11 - Japan, Suzuka; October 25 - United States, Austin; November 1 - Mexico City, Mexico City; November 15 - Brazil, Sao Paulo; November 29 - Abu Dhabi, Abu Dhabi.

Updated: January 19, 2024, 4:00 AM`