Facebook said it developed the world's first multilingual machine translation tool that can translate between any pair of 100 languages without first translating into English like existing systems do.
Currently, when translating from German to Arabic, most of the available English-centric models first translate German to English and then to Arabic, since English training data is the most widely available.
However, Facebook's new algorithm model M2M-100 directly translates German to Arabic, providing faster results while preserving the actual context and the meaning of the text.
“For years, AI researchers have been working towards building a single universal model that can understand all languages across different tasks ... a single model that keeps translations up to date and creates new experiences for billions of people equally,” Angela Fan, research assistant at Facebook AI Research, said.
M2M-100 “brings us closer to this goal”, Ms Fan said. “Breaking language barriers through machine translation is one of the most important ways to bring people together, provide authoritative information on Covid-19 and keep them safe from harmful content.”
The translation model is open sourced and the original source codes are made freely available. It will facilitate other independent researchers and technology companies to reproduce, modify and further advance the existing multilingual models according to their requirements.
The machine learning-based model is trained on nearly 2,200 language pairs, almost ten times more than the previous best models that rely only on English language data.
“We will continue to improve our model by incorporating cutting-edge research, exploring ways to deploy machine translation systems responsibly and creating more specialised architectures,” Ms Fan said.
“The research can further advance how our systems understand text for low-resource languages using unlabelled data,” she added.
Traditional machine translation tools require building separate AI models for each language and each task.
Some of the advanced multilingual systems can process multiple languages at once, but their accuracy is compromised since they rely on English data to bridge the gap between the source and target languages, Facebook said.
“This approach does not scale effectively on Facebook, where people post content in more than 160 languages across billions of posts. We need one model that can translate any language to better serve our community … nearly two-third of which use a language other than English,” said Ms Fan.
Facebook said it is using various scaling techniques to create translation data sets and build a universal model with 15 billion parameters to reflect a more diverse script of languages. It has already created data sets with 7.5 billion sentences for 100 languages.
“The volume of data required for training grows quadratically with the number of languages that we support,” Ms Fan said.
Timeline
2012-2015
The company offers payments/bribes to win key contracts in the Middle East
May 2017
The UK SFO officially opens investigation into Petrofac’s use of agents, corruption, and potential bribery to secure contracts
September 2021
Petrofac pleads guilty to seven counts of failing to prevent bribery under the UK Bribery Act
October 2021
Court fines Petrofac £77 million for bribery. Former executive receives a two-year suspended sentence
December 2024
Petrofac enters into comprehensive restructuring to strengthen the financial position of the group
May 2025
The High Court of England and Wales approves the company’s restructuring plan
July 2025
The Court of Appeal issues a judgment challenging parts of the restructuring plan
August 2025
Petrofac issues a business update to execute the restructuring and confirms it will appeal the Court of Appeal decision
October 2025
Petrofac loses a major TenneT offshore wind contract worth €13 billion. Holding company files for administration in the UK. Petrofac delisted from the London Stock Exchange
November 2025
180 Petrofac employees laid off in the UAE
The%20Boy%20and%20the%20Heron
%3Cp%3E%3Cstrong%3EDirector%3A%C2%A0%3C%2Fstrong%3EHayao%20Miyazaki%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%3C%2Fstrong%3E%C2%A0Soma%20Santoki%2C%20Masaki%20Suda%2C%20Ko%20Shibasaki%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%20%3C%2Fstrong%3E5%2F5%3C%2Fp%3E%0A
White hydrogen: Naturally occurring hydrogen
Chromite: Hard, metallic mineral containing iron oxide and chromium oxide
Ultramafic rocks: Dark-coloured rocks rich in magnesium or iron with very low silica content
Ophiolite: A section of the earth’s crust, which is oceanic in nature that has since been uplifted and exposed on land
Olivine: A commonly occurring magnesium iron silicate mineral that derives its name for its olive-green yellow-green colour
Brief scoreline:
Liverpool 2
Keita 5', Firmino 26'
Porto 0
The specs: 2019 Audi A7 Sportback
Price, base: Dh315,000
Engine: 3.0-litre V6
Transmission: Seven-speed automatic
Power: 335hp @ 5,000rpm
Torque: 500Nm @ 1,370rpm
Fuel economy 5.9L / 100km
THE SPECS
Engine: 1.5-litre turbocharged four-cylinder
Transmission: Constant Variable (CVT)
Power: 141bhp
Torque: 250Nm
Price: Dh64,500
On sale: Now
The specs
Engine: 1.5-litre 4-cylinder petrol
Power: 154bhp
Torque: 250Nm
Transmission: 7-speed automatic with 8-speed sports option
Price: From Dh79,600
On sale: Now
Company profile
Company: Verity
Date started: May 2021
Founders: Kamal Al-Samarrai, Dina Shoman and Omar Al Sharif
Based: Dubai
Sector: FinTech
Size: four team members
Stage: Intially bootstrapped but recently closed its first pre-seed round of $800,000
Investors: Wamda, VentureSouq, Beyond Capital and regional angel investors
Mubadala World Tennis Championship 2018 schedule
Thursday December 27
Men's quarter-finals
Kevin Anderson v Hyeon Chung 4pm
Dominic Thiem v Karen Khachanov 6pm
Women's exhibition
Serena Williams v Venus Williams 8pm
Friday December 28
5th place play-off 3pm
Men's semi-finals
Rafael Nadal v Anderson/Chung 5pm
Novak Djokovic v Thiem/Khachanov 7pm
Saturday December 29
3rd place play-off 5pm
Men's final 7pm
Mercer, the investment consulting arm of US services company Marsh & McLennan, expects its wealth division to at least double its assets under management (AUM) in the Middle East as wealth in the region continues to grow despite economic headwinds, a company official said.
Mercer Wealth, which globally has $160 billion in AUM, plans to boost its AUM in the region to $2-$3bn in the next 2-3 years from the present $1bn, said Yasir AbuShaban, a Dubai-based principal with Mercer Wealth.
“Within the next two to three years, we are looking at reaching $2 to $3 billion as a conservative estimate and we do see an opportunity to do so,” said Mr AbuShaban.
Mercer does not directly make investments, but allocates clients’ money they have discretion to, to professional asset managers. They also provide advice to clients.
“We have buying power. We can negotiate on their (client’s) behalf with asset managers to provide them lower fees than they otherwise would have to get on their own,” he added.
Mercer Wealth’s clients include sovereign wealth funds, family offices, and insurance companies among others.
From its office in Dubai, Mercer also looks after Africa, India and Turkey, where they also see opportunity for growth.
Wealth creation in Middle East and Africa (MEA) grew 8.5 per cent to $8.1 trillion last year from $7.5tn in 2015, higher than last year’s global average of 6 per cent and the second-highest growth in a region after Asia-Pacific which grew 9.9 per cent, according to consultancy Boston Consulting Group (BCG). In the region, where wealth grew just 1.9 per cent in 2015 compared with 2014, a pickup in oil prices has helped in wealth generation.
BCG is forecasting MEA wealth will rise to $12tn by 2021, growing at an annual average of 8 per cent.
Drivers of wealth generation in the region will be split evenly between new wealth creation and growth of performance of existing assets, according to BCG.
Another general trend in the region is clients’ looking for a comprehensive approach to investing, according to Mr AbuShaban.
“Institutional investors or some of the families are seeing a slowdown in the available capital they have to invest and in that sense they are looking at optimizing the way they manage their portfolios and making sure they are not investing haphazardly and different parts of their investment are working together,” said Mr AbuShaban.
Some clients also have a higher appetite for risk, given the low interest-rate environment that does not provide enough yield for some institutional investors. These clients are keen to invest in illiquid assets, such as private equity and infrastructure.
“What we have seen is a desire for higher returns in what has been a low-return environment specifically in various fixed income or bonds,” he said.
“In this environment, we have seen a de facto increase in the risk that clients are taking in things like illiquid investments, private equity investments, infrastructure and private debt, those kind of investments were higher illiquidity results in incrementally higher returns.”
The Abu Dhabi Investment Authority, one of the largest sovereign wealth funds, said in its 2016 report that has gradually increased its exposure in direct private equity and private credit transactions, mainly in Asian markets and especially in China and India. The authority’s private equity department focused on structured equities owing to “their defensive characteristics.”
How to wear a kandura
Dos
- Wear the right fabric for the right season and occasion
- Always ask for the dress code if you don’t know
- Wear a white kandura, white ghutra / shemagh (headwear) and black shoes for work
- Wear 100 per cent cotton under the kandura as most fabrics are polyester
Don’ts
- Wear hamdania for work, always wear a ghutra and agal
- Buy a kandura only based on how it feels; ask questions about the fabric and understand what you are buying
Farage on Muslim Brotherhood
Nigel Farage told Reform's annual conference that the party will proscribe the Muslim Brotherhood if he becomes Prime Minister.
"We will stop dangerous organisations with links to terrorism operating in our country," he said. "Quite why we've been so gutless about this – both Labour and Conservative – I don't know.
“All across the Middle East, countries have banned and proscribed the Muslim Brotherhood as a dangerous organisation. We will do the very same.”
It is 10 years since a ground-breaking report into the Muslim Brotherhood by Sir John Jenkins.
Among the former diplomat's findings was an assessment that “the use of extreme violence in the pursuit of the perfect Islamic society” has “never been institutionally disowned” by the movement.
The prime minister at the time, David Cameron, who commissioned the report, said membership or association with the Muslim Brotherhood was a "possible indicator of extremism" but it would not be banned.
Our Time Has Come
Alyssa Ayres, Oxford University Press
Crime%20Wave
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Premier Futsal 2017 Finals
Al Wasl Football Club; six teams, five-a-side
Delhi Dragons: Ronaldinho
Bengaluru Royals: Paul Scholes
Mumbai Warriors: Ryan Giggs
Chennai Ginghams: Hernan Crespo
Telugu Tigers: Deco
Kerala Cobras: Michel Salgado
The%20specs
%3Cp%3E%3Cstrong%3EEngine%3A%20%3C%2Fstrong%3E2.0-litre%204-cyl%20turbo%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E190hp%20at%205%2C600rpm%3Cbr%3E%3Cstrong%3ETorque%3A%20%3C%2Fstrong%3E320Nm%20at%201%2C500-4%2C000rpm%3Cbr%3E%3Cstrong%3ETransmission%3A%20%3C%2Fstrong%3E7-speed%20dual-clutch%20auto%3Cbr%3E%3Cstrong%3EFuel%20consumption%3A%20%3C%2Fstrong%3E10.9L%2F100km%3Cbr%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3EFrom%20Dh119%2C900%3Cbr%3E%3Cstrong%3EOn%20sale%3A%20%3C%2Fstrong%3ENow%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
Company%20profile
%3Cp%3EName%3A%20Tabby%3Cbr%3EFounded%3A%20August%202019%3B%20platform%20went%20live%20in%20February%202020%3Cbr%3EFounder%2FCEO%3A%20Hosam%20Arab%2C%20co-founder%3A%20Daniil%20Barkalov%3Cbr%3EBased%3A%20Dubai%2C%20UAE%3Cbr%3ESector%3A%20Payments%3Cbr%3ESize%3A%2040-50%20employees%3Cbr%3EStage%3A%20Series%20A%3Cbr%3EInvestors%3A%20Arbor%20Ventures%2C%20Mubadala%20Capital%2C%20Wamda%20Capital%2C%20STV%2C%20Raed%20Ventures%2C%20Global%20Founders%20Capital%2C%20JIMCO%2C%20Global%20Ventures%2C%20Venture%20Souq%2C%20Outliers%20VC%2C%20MSA%20Capital%2C%20HOF%20and%20AB%20Accelerator.%3Cbr%3E%3C%2Fp%3E%0A
Why seagrass matters
- Carbon sink: Seagrass sequesters carbon up to 35X faster than tropical rainforests
- Marine nursery: Crucial habitat for juvenile fish, crustations, and invertebrates
- Biodiversity: Support species like sea turtles, dugongs, and seabirds
- Coastal protection: Reduce erosion and improve water quality
THE BIO
Bio Box
Role Model: Sheikh Zayed, God bless his soul
Favorite book: Zayed Biography of the leader
Favorite quote: To be or not to be, that is the question, from William Shakespeare's Hamlet
Favorite food: seafood
Favorite place to travel: Lebanon
Favorite movie: Braveheart
How much do leading UAE’s UK curriculum schools charge for Year 6?
- Nord Anglia International School (Dubai) – Dh85,032
- Kings School Al Barsha (Dubai) – Dh71,905
- Brighton College Abu Dhabi - Dh68,560
- Jumeirah English Speaking School (Dubai) – Dh59,728
- Gems Wellington International School – Dubai Branch – Dh58,488
- The British School Al Khubairat (Abu Dhabi) - Dh54,170
- Dubai English Speaking School – Dh51,269
*Annual tuition fees covering the 2024/2025 academic year
Benefits of first-time home buyers' scheme
- Priority access to new homes from participating developers
- Discounts on sales price of off-plan units
- Flexible payment plans from developers
- Mortgages with better interest rates, faster approval times and reduced fees
- DLD registration fee can be paid through banks or credit cards at zero interest rates
Banthology: Stories from Unwanted Nations
Edited by Sarah Cleave, Comma Press
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.
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
Tamkeen's offering
- Option 1: 70% in year 1, 50% in year 2, 30% in year 3
- Option 2: 50% across three years
- Option 3: 30% across five years
The years Ramadan fell in May
Sholto Byrnes on Myanmar politics
INDIA'S%20TOP%20INFLUENCERS
%3Cp%3E%3Cstrong%3EBhuvan%20Bam%3C%2Fstrong%3E%3Cbr%3E%3Ca%20href%3D%22https%3A%2F%2Fwww.instagram.com%2Fbhuvan.bam22%2F%3Fhl%3Den%22%20target%3D%22_self%22%3EInstagram%3C%2Fa%3E%20followers%3A%2016.1%20million%3Cbr%3EBhuvan%20Bam%20is%20a%2029-year-old%20comedian%20and%20actor%20from%20Delhi%2C%20who%20started%20out%20with%20YouTube%20channel%2C%20%E2%80%9CBB%20Ki%20Vines%E2%80%9D%20in%202015%2C%20which%20propelled%20the%20social%20media%20star%20into%20the%20limelight%20and%20made%20him%20sought-after%20among%20brands.%3Cbr%3E%3Cstrong%3EKusha%20Kapila%3C%2Fstrong%3E%3Cbr%3E%3Ca%20href%3D%22https%3A%2F%2Fwww.instagram.com%2Fkushakapila%2F%3Fhl%3Den%22%20target%3D%22_self%22%3EInstagram%3C%2Fa%3E%20followers%3A%203.1%20million%3Cbr%3EKusha%20Kapila%20is%20a%20fashion%20editor%20and%20actress%2C%20who%20has%20collaborated%20with%20brands%20including%20Google.%20She%20focuses%20on%20sharing%20light-hearted%20content%20and%20insights%20into%20her%20life%20as%20a%20rising%20celebrity.%3Cbr%3E%3Cstrong%3EDiipa%20Khosla%3C%2Fstrong%3E%3Cbr%3E%3Ca%20href%3D%22https%3A%2F%2Fwww.instagram.com%2Fdiipakhosla%2F%3Fhl%3Den%22%20target%3D%22_self%22%3EInstagram%3C%2Fa%3E%20followers%3A%201.8%20million%3Cbr%3EDiipa%20Khosla%20started%20out%20as%20a%20social%20media%20manager%20before%20branching%20out%20to%20become%20one%20of%20India's%20biggest%20fashion%20influencers%2C%20with%20collaborations%20including%20MAC%20Cosmetics.%3Cbr%3E%3Cstrong%3EKomal%20Pandey%3Cbr%3E%3C%2Fstrong%3E%3Ca%20href%3D%22https%3A%2F%2Fwww.instagram.com%2Fkomalpandeyofficial%2F%3Fhl%3Den%22%20target%3D%22_self%22%3EInstagram%3C%2Fa%3E%20followers%3A%201.8%20million%3Cbr%3EKomal%20Pandey%20is%20a%20fashion%20influencer%20who%20has%20partnered%20with%20more%20than%20100%20brands%2C%20including%20Olay%20and%20smartphone%20brand%20Vivo%20India.%3Cbr%3E%3Cstrong%3ENikhil%20Sharma%3C%2Fstrong%3E%3Cbr%3E%3Ca%20href%3D%22https%3A%2F%2Fwww.instagram.com%2Fnikkkhil%2F%3Fhl%3Den%22%20target%3D%22_self%22%3EInstagram%3C%2Fa%3E%20followers%3A%201.4%20million%3Cbr%3ENikhil%20Sharma%20from%20Mumbai%20began%20his%20online%20career%20through%20vlogs%20about%20his%20motorcycle%20trips.%20He%20has%20become%20a%20lifestyle%20influencer%20and%20has%20created%20his%20own%20clothing%20line.%3Cbr%3E%3Cem%3ESource%3A%20Hireinfluence%2C%20various%3C%2Fem%3E%3Cbr%3E%3C%2Fp%3E%0A
Netherlands v UAE, Twenty20 International series
Saturday, August 3 - First T20i, Amstelveen
Monday, August 5 – Second T20i, Amstelveen
Tuesday, August 6 – Third T20i, Voorburg
Thursday, August 8 – Fourth T20i, Vooryburg
