Call it a sign of the times.

Computer scientists in the Middle East recently patented an artificial intelligence program that can successfully mimic human handwriting at an indistinguishable level.

The biggest breakthrough in Dubai — distinguishing results from past models — was making connections for physical distance between text in an image.

“To mimic someone’s handwriting style, we want to look at the whole text,” said researcher Fahad Khan, who said that there was a focus on how writers connected letters and spaced out their words.

“We wanted to know if you gave a model a few samples of someone’s handwriting if the model could learn about the style of that person and then write anything in the handwriting style of that person,” explained researcher Hisham Cholakkal of the Mohamed bin Zayed University of Artificial Intelligence in Dubai, United Arab Emirates.


A new AI breakthrough allows computer generated handwriting to be at a human level of realism.
A new AI breakthrough allows computer-generated handwriting to be at a human level of realism. fotoyou – stock.adobe.com

To get the groundbreaking results, the team used a computer neural network known as “vision transformers.” Essentially, the network is a comparatively easy-to-train data analyzer that is used to read information on small or midsized images, according to Cornell University.

They found that when a handwritten text image generation style (HWT) was shown to 100 individuals compared to other computer-generated writing styles, the former was the preferred style to accurately capture a person’s writing 81% of the time.

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

However, handwriting team researcher Rao Muhammad Anwer is well aware that the invention, fluent in English with hopes to potentially train for the more complicated Arabic, offers potential for harm.

“We are very cautious about it because it could be misused,” he said. “Handwriting represents a person’s identity, so we are thinking carefully about this before deploying it.”

The breakthrough comes at a time when experts, including the Middle Eastern research team, acknowledge the frightening, potentially nefarious power AI has to imitate people.


Three handwriting generators are compared to handwritten text (far left) with the best results coming from HWT style (second from left).
Three handwriting generators are compared to handwritten text (far left) with the best results coming from HWT style (second from left). Handwriting Transformers

That has been done by replicating voices — AI workers say only a few seconds are needed — or manipulating images through either generative AI or deepfakes.

These tactics have been tied to cyber ransom calls that parents think are from their distressed children and students at a New Jersey high school who used AI to create fake naked photos of female classmates.

Read More: World News | Entertainment News | Celeb News
NY Times

Leave a Reply

Your email address will not be published. Required fields are marked *

You May Also Like

Jesse Watters’ Wife Emma Flaunts Snapback Body in Purple Outfit after ‘She Just Had a Baby’

Jesse Watters and his wife, Emma, look happily in love in a…

Campaigning for a Second Season of “Queen Charlotte” and the Incredible Performance of Arsema Thomas as Lady Agatha Danbury in “Bridgerton’s” Spinoff Fans of “Queen Charlotte” are eagerly rallying behind the show in hopes of getting a second season. In the first season, Arsema Thomas delivered an impressive portrayal of Lady Agatha Danbury. The spinoff provides viewers with a glimpse into Lady Danbury’s early life as an aristocrat, including her friendship with Queen Charlotte, her complex relationship with Lord Danbury, and her rise to become one of the most respected and feared members of high society. Thomas, thrilled by the opportunity to play such a well-established and beloved character, describes it as an “extremely scary” but fulfilling experience. With her previous works including “Nightwatcher,” “Redeeming Love,” and “One Touch,” Thomas is excited to see Lady Danbury’s story evolve beyond the confines of the predominantly white world of “Bridgerton.” She envisions a deeper exploration of Lady Danbury’s life, her freedom of choice, and the motivations behind her actions. In preparation for the role, Thomas decided not to watch “Bridgerton” to avoid imitating her predecessor’s performance while incorporating her own interpretations. She also worked on perfecting a British accent with the help of dialect coaches. Despite the challenge, Thomas believes that portraying Lady Danbury is worth it, as the character represents a significant step towards bringing more diverse stories to the forefront.

– Fans are campaigning for a second season of “Queen Charlotte” and…

Boss Unfairly Demotes Single Dad of 2 to Janitor, a Day Later Their Places Are Switched – Karma Story

Man sitting on a desk, pointing angrily. | Source: Shutterstock Steve fell…

Why Seal’s Love Life Has Been Uneventful Since Heidi Klum

In 2019, Heidi Klum got hitched to Tom Kaulitz, the guitarist of…