A new patent granted to MBZUAI shows the potential for AI technology to replicate various human handwriting styles. Getty Images
A new patent granted to MBZUAI shows the potential for AI technology to replicate various human handwriting styles. Getty Images
A new patent granted to MBZUAI shows the potential for AI technology to replicate various human handwriting styles. Getty Images
A new patent granted to MBZUAI shows the potential for AI technology to replicate various human handwriting styles. Getty Images

UAE's AI university to develop technology that mimics handwriting styles


Cody Combs
  • English
  • Arabic

Researchers at Abu Dhabi's Mohamed bin Zayed University of Artificial Intelligence have been granted a patent to develop a tool able to learn and mimic individual handwriting styles.

The patent suggests that the AI-powered technology could be harnessed as an aid for people with disabilities that prevent them from writing.

While the initial study focused on generating handwriting in English, the university is exploring ways to apply it to other languages, such as Arabic.

MBZUAI said this would prove more challenging to analyse because of “the way Arabic letters are connected in handwritten script”.

“Automatic handwritten text generation can be beneficial for people having disabilities or injuries that prevent them from writing,” the patent states, going on to describe other possible uses for the handwriting replication technology.

“There may be a case where a person wishes to write a note in a foreign language in a manner that appears that the foreign language writing is authentic and in their own writing style.”

The handwriting research model, according to MBZUAI, does not require a lot of data to be trained. Photo: MBZUAI
The handwriting research model, according to MBZUAI, does not require a lot of data to be trained. Photo: MBZUAI

The technology could also be used to assist in improving machine learning models by being able to recognise large amounts of handwritten data, according to MBZUAI.

Salman Khan, associate professor of computer vision at the institute, reflected on the effectiveness of the technology tested so far.

“The result of the generated handwriting was quite good,” he said, referring to those who tried the programme.

“They could not distinguish the mimicked handwriting from the actual handwriting, and it was satisfying to see that kind of validation of the performance.”

Researchers at MBZUAI say the handwriting style technology recently developed could help people with physical disabilities. Photo: MBZUAI
Researchers at MBZUAI say the handwriting style technology recently developed could help people with physical disabilities. Photo: MBZUAI

The research model, according to MBZUAI, does not require a large amount of data to be trained.

Instead, it requires only a few paragraphs of original handwriting, something that is both impressive and potentially problematic if the technology were to be misused.

“Handwriting represents a person’s identity, so we are thinking carefully about this before deploying it,” said Rao Muhammad Anwer, an associate professor at MBZUAI.

MBZUAI, the world’s first dedicated artificial intelligence university, was first announced in 2019 and opened in 2020.

Eric Xing, MBZUAI president, recently reflected on the university’s impact on the world of AI as 2023 draws to a close.

“I am very proud that we have achieved so much in just four years of operation – with a host of milestones yet to come,” he said.

“We are actively training the next generation of AI specialists who will contribute to and even elevate the level of knowledge and excellence in this important area of human development.”

Abu Dhabi's AI university - in pictures

UAE v Gibraltar

What: International friendly

When: 7pm kick off

Where: Rugby Park, Dubai Sports City

Admission: Free

Online: The match will be broadcast live on Dubai Exiles’ Facebook page

UAE squad: Lucas Waddington (Dubai Exiles), Gio Fourie (Exiles), Craig Nutt (Abu Dhabi Harlequins), Phil Brady (Harlequins), Daniel Perry (Dubai Hurricanes), Esekaia Dranibota (Harlequins), Matt Mills (Exiles), Jaen Botes (Exiles), Kristian Stinson (Exiles), Murray Reason (Abu Dhabi Saracens), Dave Knight (Hurricanes), Ross Samson (Jebel Ali Dragons), DuRandt Gerber (Exiles), Saki Naisau (Dragons), Andrew Powell (Hurricanes), Emosi Vacanau (Harlequins), Niko Volavola (Dragons), Matt Richards (Dragons), Luke Stevenson (Harlequins), Josh Ives (Dubai Sports City Eagles), Sean Stevens (Saracens), Thinus Steyn (Exiles)

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CREW
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3ERajesh%20A%20Krishnan%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%20%3C%2Fstrong%3ETabu%2C%20Kareena%20Kapoor%20Khan%2C%20Kriti%20Sanon%26nbsp%3B%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%203.5%2F5%3C%2Fp%3E%0A
UAE currency: the story behind the money in your pockets
PROFILE OF SWVL

Started: April 2017

Founders: Mostafa Kandil, Ahmed Sabbah and Mahmoud Nouh

Based: Cairo, Egypt

Sector: transport

Size: 450 employees

Investment: approximately $80 million

Investors include: Dubai’s Beco Capital, US’s Endeavor Catalyst, China’s MSA, Egypt’s Sawari Ventures, Sweden’s Vostok New Ventures, Property Finder CEO Michael Lahyani

The five pillars of Islam

1. Fasting 

2. Prayer 

3. Hajj 

4. Shahada 

5. Zakat 

Astroworld
Travis Scott
Grand Hustle/Epic/Cactus Jack

Real estate tokenisation project

Dubai launched the pilot phase of its real estate tokenisation project last month.

The initiative focuses on converting real estate assets into digital tokens recorded on blockchain technology and helps in streamlining the process of buying, selling and investing, the Dubai Land Department said.

Dubai’s real estate tokenisation market is projected to reach Dh60 billion ($16.33 billion) by 2033, representing 7 per cent of the emirate’s total property transactions, according to the DLD.

Quick%20facts
%3Cul%3E%0A%3Cli%3EStorstockholms%20Lokaltrafik%20(SL)%20offers%20free%20guided%20tours%20of%20art%20in%20the%20metro%20and%20at%20the%20stations%3C%2Fli%3E%0A%3Cli%3EThe%20tours%20are%20free%20of%20charge%3B%20all%20you%20need%20is%20a%20valid%20SL%20ticket%2C%20for%20which%20a%20single%20journey%20(valid%20for%2075%20minutes)%20costs%2039%20Swedish%20krone%20(%243.75)%3C%2Fli%3E%0A%3Cli%3ETravel%20cards%20for%20unlimited%20journeys%20are%20priced%20at%20165%20Swedish%20krone%20for%2024%20hours%3C%2Fli%3E%0A%3Cli%3EAvoid%20rush%20hour%20%E2%80%93%20between%209.30%20am%20and%204.30%20pm%20%E2%80%93%20to%20explore%20the%20artwork%20at%20leisure%3C%2Fli%3E%0A%3C%2Ful%3E%0A
The burning issue

The internal combustion engine is facing a watershed moment – major manufacturer Volvo is to stop producing petroleum-powered vehicles by 2021 and countries in Europe, including the UK, have vowed to ban their sale before 2040. The National takes a look at the story of one of the most successful technologies of the last 100 years and how it has impacted life in the UAE. 

Read part four: an affection for classic cars lives on

Read part three: the age of the electric vehicle begins

Read part one: how cars came to the UAE

 

Company%20Profile
%3Cp%3E%3Cstrong%3EName%3A%3C%2Fstrong%3E%20Ovasave%3Cbr%3E%3Cstrong%3EStarted%3A%3C%2Fstrong%3E%20November%202022%3Cbr%3E%3Cstrong%3EFounders%3A%3C%2Fstrong%3E%20Majd%20Abu%20Zant%20and%20Torkia%20Mahloul%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20Abu%20Dhabi%3Cbr%3E%3Cstrong%3ESector%3A%3C%2Fstrong%3E%20Healthtech%3Cbr%3E%3Cstrong%3ENumber%20of%20staff%3A%3C%2Fstrong%3E%20Three%20employees%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%3C%2Fstrong%3E%20Pre-seed%3Cbr%3E%3Cstrong%3EInvestment%3A%3C%2Fstrong%3E%20%24400%2C000%3C%2Fp%3E%0A
UAE jiu-jitsu squad

Men: Hamad Nawad and Khalid Al Balushi (56kg), Omar Al Fadhli and Saeed Al Mazroui (62kg), Taleb Al Kirbi and Humaid Al Kaabi (69kg), Mohammed Al Qubaisi and Saud Al Hammadi (70kg), Khalfan Belhol and Mohammad Haitham Radhi (85kg), Faisal Al Ketbi and Zayed Al Kaabi (94kg)

Women: Wadima Al Yafei and Mahra Al Hanaei (49kg), Bashayer Al Matrooshi and Hessa Al Shamsi (62kg)

Key facilities
  • Olympic-size swimming pool with a split bulkhead for multi-use configurations, including water polo and 50m/25m training lanes
  • Premier League-standard football pitch
  • 400m Olympic running track
  • NBA-spec basketball court with auditorium
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  • An elevated football field that doubles as a helipad
  • Specialist robotics and science laboratories
  • AR and VR-enabled learning centres
  • Disruption Lab and Research Centre for developing entrepreneurial skills
The five pillars of Islam

1. Fasting

2. Prayer

3. Hajj

4. Shahada

5. Zakat 

The years Ramadan fell in May

1987

1954

1921

1888

The five pillars of Islam

1. Fasting

2. Prayer

3. Hajj

4. Shahada

5. Zakat 

Jetour T1 specs

Engine: 2-litre turbocharged

Power: 254hp

Torque: 390Nm

Price: From Dh126,000

Available: Now

The burning issue

The internal combustion engine is facing a watershed moment – major manufacturer Volvo is to stop producing petroleum-powered vehicles by 2021 and countries in Europe, including the UK, have vowed to ban their sale before 2040. The National takes a look at the story of one of the most successful technologies of the last 100 years and how it has impacted life in the UAE.

Part three: an affection for classic cars lives on

Read part two: how climate change drove the race for an alternative 

Read part one: how cars came to the UAE

The specs

Engine: four-litre V6 and 3.5-litre V6 twin-turbo

Transmission: six-speed and 10-speed

Power: 271 and 409 horsepower

Torque: 385 and 650Nm

Price: from Dh229,900 to Dh355,000

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4pm Al Bastakiya – Listed (TB) $150,000 (Dirt) 1,900m

4.35pm Dubai City Of Gold – Group 2 (TB) $228,000 (Turf) 2,410m

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6.20pm Jebel Hatta – Group 1 (TB) $260,000 (T) 1,800m

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Once the domain of newspaper home deliveries, subscription model retailing has combined with e-commerce to permeate myriad products and services.

The concept has grown tremendously around the world and is forecast to thrive further, according to UnivDatos Market Insights’ report on recent and predicted trends in the sector.

The global subscription e-commerce market was valued at $13.2 billion (Dh48.5bn) in 2018. It is forecast to touch $478.2bn in 2025, and include the entertainment, fitness, food, cosmetics, baby care and fashion sectors.

The report says subscription-based services currently constitute “a small trend within e-commerce”. The US hosts almost 70 per cent of recurring plan firms, including leaders Dollar Shave Club, Hello Fresh and Netflix. Walmart and Sephora are among longer established retailers entering the space.

UnivDatos cites younger and affluent urbanites as prime subscription targets, with women currently the largest share of end-users.

That’s expected to remain unchanged until 2025, when women will represent a $246.6bn market share, owing to increasing numbers of start-ups targeting women.

Personal care and beauty occupy the largest chunk of the worldwide subscription e-commerce market, with changing lifestyles, work schedules, customisation and convenience among the chief future drivers.

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

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UAE currency: the story behind the money in your pockets
Dust and sand storms compared

Sand storm

  • Particle size: Larger, heavier sand grains
  • Visibility: Often dramatic with thick "walls" of sand
  • Duration: Short-lived, typically localised
  • Travel distance: Limited 
  • Source: Open desert areas with strong winds

Dust storm

  • Particle size: Much finer, lightweight particles
  • Visibility: Hazy skies but less intense
  • Duration: Can linger for days
  • Travel distance: Long-range, up to thousands of kilometres
  • Source: Can be carried from distant regions
RESULTS

1.45pm: Handicap (TB) Dh80,000 (Dirt) 1,400m
Winners: Hyde Park, Royston Ffrench (jockey), Salem bin Ghadayer (trainer)

2.15pm: Conditions (TB) Dh100,000 (D) 1,400m
Winner: Shamikh, Ryan Curatolo, Nicholas Bachalard

2.45pm: Conditions (TB) Dh100,000 (D) 1,200m
Winner: Hurry Up, Royston Ffrench, Salem bin Ghadayer.

3.15pm: Shadwell Jebel Ali Mile Group 3 (TB) Dh575,000 (D) 1,600m
Winner: Blown by Wind, Xavier Ziani, Salem bin Ghadayer

3.45pm: Handicap (TB) Dh72,000 (D) 1,600m
Winner: Mazagran, Tadhg O’Shea, Satish Seemar.

4.15pm: Handicap (TB) Dh64,000 (D) 1,950m
Winner: Obeyaan, Adrie de Vries, Mujeeb Rehman

4.45pm: Handicap (TB) Dh84,000 (D) 1,000m
Winner: Shanaghai City, Fabrice Veron, Rashed Bouresly.

About Karol Nawrocki

• Supports military aid for Ukraine, unlike other eurosceptic leaders, but he will oppose its membership in western alliances.

• A nationalist, his campaign slogan was Poland First. "Let's help others, but let's take care of our own citizens first," he said on social media in April.

• Cultivates tough-guy image, posting videos of himself at shooting ranges and in boxing rings.

• Met Donald Trump at the White House and received his backing.

The%20new%20Turing%20Test
%3Cp%3EThe%20Coffee%20Test%3C%2Fp%3E%0A%3Cp%3E%3Cem%3EA%20machine%20is%20required%20to%20enter%20an%20average%20American%20home%20and%20figure%20out%20how%20to%20make%20coffee%3A%20find%20the%20coffee%20machine%2C%20find%20the%20coffee%2C%20add%20water%2C%20find%20a%20mug%20and%20brew%20the%20coffee%20by%20pushing%20the%20proper%20buttons.%3C%2Fem%3E%3C%2Fp%3E%0A%3Cp%3EProposed%20by%20Steve%20Wozniak%2C%20Apple%20co-founder%3C%2Fp%3E%0A
The Programme

Saturday, October 26: ‘The Time That Remains’ (2009) by Elia Suleiman
Saturday, November 2: ‘Beginners’ (2010) by Mike Mills
Saturday, November 16: ‘Finding Vivian Maier’ (2013) by John Maloof and Charlie Siskel
Tuesday, November 26: ‘All the President’s Men’ (1976) by Alan J Pakula
Saturday, December 7: ‘Timbuktu’ (2014) by Abderrahmane Sissako
Saturday, December 21: ‘Rams’ (2015) by Grimur Hakonarson

BMW M5 specs

Engine: 4.4-litre twin-turbo V-8 petrol enging with additional electric motor

Power: 727hp

Torque: 1,000Nm

Transmission: 8-speed auto

Fuel consumption: 10.6L/100km

On sale: Now

Price: From Dh650,000

Updated: December 28, 2023, 3:01 PM`