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 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.”
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
KEY%20DATES%20IN%20AMAZON'S%20HISTORY
%3Cp%3E%3Cstrong%3EJuly%205%2C%201994%3A%3C%2Fstrong%3E%20Jeff%20Bezos%20founds%20Cadabra%20Inc%2C%20which%20would%20later%20be%20renamed%20to%20Amazon.com%2C%20because%20his%20lawyer%20misheard%20the%20name%20as%20'cadaver'.%20In%20its%20earliest%20days%2C%20the%20bookstore%20operated%20out%20of%20a%20rented%20garage%20in%20Bellevue%2C%20Washington%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EJuly%2016%2C%201995%3A%3C%2Fstrong%3E%20Amazon%20formally%20opens%20as%20an%20online%20bookseller.%20%3Cem%3EFluid%20Concepts%20and%20Creative%20Analogies%3A%20Computer%20Models%20of%20the%20Fundamental%20Mechanisms%20of%20Thought%3C%2Fem%3E%20becomes%20the%20first%20item%20sold%20on%20Amazon%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E1997%3A%3C%2Fstrong%3E%20Amazon%20goes%20public%20at%20%2418%20a%20share%2C%20which%20has%20grown%20about%201%2C000%20per%20cent%20at%20present.%20Its%20highest%20closing%20price%20was%20%24197.85%20on%20June%2027%2C%202024%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E1998%3A%3C%2Fstrong%3E%20Amazon%20acquires%20IMDb%2C%20its%20first%20major%20acquisition.%20It%20also%20starts%20selling%20CDs%20and%20DVDs%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2000%3A%3C%2Fstrong%3E%20Amazon%20Marketplace%20opens%2C%20allowing%20people%20to%20sell%20items%20on%20the%20website%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2002%3A%3C%2Fstrong%3E%20Amazon%20forms%20what%20would%20become%20Amazon%20Web%20Services%2C%20opening%20the%20Amazon.com%20platform%20to%20all%20developers.%20The%20cloud%20unit%20would%20follow%20in%202006%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2003%3A%3C%2Fstrong%3E%20Amazon%20turns%20in%20an%20annual%20profit%20of%20%2475%20million%2C%20the%20first%20time%20it%20ended%20a%20year%20in%20the%20black%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2005%3A%3C%2Fstrong%3E%20Amazon%20Prime%20is%20introduced%2C%20its%20first-ever%20subscription%20service%20that%20offered%20US%20customers%20free%20two-day%20shipping%20for%20%2479%20a%20year%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2006%3A%3C%2Fstrong%3E%20Amazon%20Unbox%20is%20unveiled%2C%20the%20company's%20video%20service%20that%20would%20later%20morph%20into%20Amazon%20Instant%20Video%20and%2C%20ultimately%2C%20Amazon%20Video%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2007%3A%3C%2Fstrong%3E%20Amazon's%20first%20hardware%20product%2C%20the%20Kindle%20e-reader%2C%20is%20introduced%3B%20the%20Fire%20TV%20and%20Fire%20Phone%20would%20come%20in%202014.%20Grocery%20service%20Amazon%20Fresh%20is%20also%20started%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2009%3A%3C%2Fstrong%3E%20Amazon%20introduces%20Amazon%20Basics%2C%20its%20in-house%20label%20for%20a%20variety%20of%20products%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2010%3A%3C%2Fstrong%3E%20The%20foundations%20for%20Amazon%20Studios%20were%20laid.%20Its%20first%20original%20streaming%20content%20debuted%20in%202013%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2011%3A%3C%2Fstrong%3E%20The%20Amazon%20Appstore%20for%20Google's%20Android%20is%20launched.%20It%20is%20still%20unavailable%20on%20Apple's%20iOS%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2014%3A%3C%2Fstrong%3E%20The%20Amazon%20Echo%20is%20launched%2C%20a%20speaker%20that%20acts%20as%20a%20personal%20digital%20assistant%20powered%20by%20Alexa%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2017%3A%3C%2Fstrong%3E%20Amazon%20acquires%20Whole%20Foods%20for%20%2413.7%20billion%2C%20its%20biggest%20acquisition%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3E2018%3A%3C%2Fstrong%3E%20Amazon's%20market%20cap%20briefly%20crosses%20the%20%241%20trillion%20mark%2C%20making%20it%2C%20at%20the%20time%2C%20only%20the%20third%20company%20to%20achieve%20that%20milestone%3C%2Fp%3E%0A
Ms Yang's top tips for parents new to the UAE
- Join parent networks
- Look beyond school fees
- Keep an open mind
%3Cp%3E%3Cstrong%3ETHE%20SPECS%3C%2Fstrong%3E%0D%3Cbr%3EEngine%3A%203.5-litre%20V6%0D%3Cbr%3ETransmission%3A%209-speed%20automatc%0D%3Cbr%3EPower%3A%20279hp%0D%3Cbr%3ETorque%3A%20350Nm%0D%3Cbr%3EPrice%3A%20From%20Dh250%2C000%0D%3Cbr%3EOn%20sale%3A%20Now%3C%2Fp%3E%0A
Specs
Engine: 51.5kW electric motor
Range: 400km
Power: 134bhp
Torque: 175Nm
Price: From Dh98,800
Available: Now
The bio
Date of Birth: April 25, 1993
Place of Birth: Dubai, UAE
Marital Status: Single
School: Al Sufouh in Jumeirah, Dubai
University: Emirates Airline National Cadet Programme and Hamdan University
Job Title: Pilot, First Officer
Number of hours flying in a Boeing 777: 1,200
Number of flights: Approximately 300
Hobbies: Exercising
Nicest destination: Milan, New Zealand, Seattle for shopping
Least nice destination: Kabul, but someone has to do it. It’s not scary but at least you can tick the box that you’ve been
Favourite place to visit: Dubai, there’s no place like home
Nayanthara: Beyond The Fairy Tale
Starring: Nayanthara, Vignesh Shivan, Radhika Sarathkumar, Nagarjuna Akkineni
Director: Amith Krishnan
Rating: 3.5/5
Greatest of All Time
Starring: Vijay, Sneha, Prashanth, Prabhu Deva, Mohan
More on Quran memorisation:
Killing of Qassem Suleimani
The five pillars of Islam
Terror attacks in Paris, November 13, 2015
- At 9.16pm, three suicide attackers killed one person outside the Atade de France during a foootball match between France and Germany
- At 9.25pm, three attackers opened fire on restaurants and cafes over 20 minutes, killing 39 people
- Shortly after 9.40pm, three other attackers launched a three-hour raid on the Bataclan, in which 1,500 people had gathered to watch a rock concert. In total, 90 people were killed
- Salah Abdeslam, the only survivor of the terrorists, did not directly participate in the attacks, thought to be due to a technical glitch in his suicide vest
- He fled to Belgium and was involved in attacks on Brussels in March 2016. He is serving a life sentence in France
The specs: Macan Turbo
Engine: Dual synchronous electric motors
Power: 639hp
Torque: 1,130Nm
Transmission: Single-speed automatic
Touring range: 591km
Price: From Dh412,500
On sale: Deliveries start in October
Asia Cup 2018 final
Who: India v Bangladesh
When: Friday, 3.30pm, Dubai International Stadium
Watch: Live on OSN Cricket HD
In Full Flight: A Story of Africa and Atonement
John Heminway, Knopff
The specs: 2017 Ford F-150 Raptor
Price, base / as tested Dh220,000 / Dh320,000
Engine 3.5L V6
Transmission 10-speed automatic
Power 421hp @ 6,000rpm
Torque 678Nm @ 3,750rpm
Fuel economy, combined 14.1L / 100km
COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3ECompany%20name%3A%3C%2Fstrong%3E%20Switch%20Foods%3Cbr%3E%3Cstrong%3EStarted%3A%3C%2Fstrong%3E%202022%3Cbr%3E%3Cstrong%3EFounder%3A%3C%2Fstrong%3E%20Edward%20Hamod%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20Abu%20Dhabi%2C%20UAE%3Cbr%3E%3Cstrong%3EIndustry%3A%3C%2Fstrong%3E%20Plant-based%20meat%20production%3Cbr%3E%3Cstrong%3ENumber%20of%20employees%3A%3C%2Fstrong%3E%2034%3Cbr%3E%3Cstrong%3EFunding%3A%3C%2Fstrong%3E%20%246.5%20million%3Cbr%3E%3Cstrong%3EFunding%20round%3A%3C%2Fstrong%3E%20Seed%3Cbr%3E%3Cstrong%3EInvestors%3A%3C%2Fstrong%3E%20Based%20in%20US%20and%20across%20Middle%20East%3C%2Fp%3E%0A
A cryptocurrency primer for beginners
Cryptocurrency Investing for Dummies – by Kiana Danial
There are several primers for investing in cryptocurrencies available online, including e-books written by people whose credentials fall apart on the second page of your preferred search engine.
Ms Danial is a finance coach and former currency analyst who writes for Nasdaq. Her broad-strokes primer (2019) breaks down investing in cryptocurrency into baby steps, while explaining the terms and technologies involved.
Although cryptocurrencies are a fast evolving world, this book offers a good insight into the game as well as providing some basic tips, strategies and warning signs.
Begin your cryptocurrency journey here.
Available at Magrudy’s , Dh104
The National in Davos
We are bringing you the inside story from the World Economic Forum's Annual Meeting in Davos, a gathering of hundreds of world leaders, top executives and billionaires.