How an AI moderator aims to eliminate toxicity and cheating in online multiplayer gaming

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Equipped with Minerva AI technology, FACEIT ensures that gamers are protected from cheats. (Screen grab from FACEIT website)
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Equipped with Minerva AI technology, FACEIT ensures that gamers are protected from cheats. (Screen grab from FACEIT website)
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Equipped with Minerva AI technology, FACEIT ensures that gamers are protected from cheats. (Screen grab from FACEIT website)
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Updated 02 August 2024
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How an AI moderator aims to eliminate toxicity and cheating in online multiplayer gaming

  • Minerva is a specialized AI technology that moderates text, audio and behavioral data to detect toxicity on FACEIT’s gaming platform
  • Players caught harassing, cheating, or undermining account integrity can be temporarily banned or face a multi-year suspension

RIYADH: As the world’s leading online platform for competitive gaming, FACEIT is leveraging the power of artificial intelligence to ensure a safe environment for its global — and growing — 25 million user community.

The FACEIT platform uses Minerva, a specialized AI technology that can understand in-game actions and other non-text chat behaviors, identifying trends that suggest poor sportsmanship beyond explicit statements.

Minerva has documented more than 4 billion messages on the esports platform and has implemented more than 5 million corrective actions to improve player interactions and police bad behaviors.

FACEIT is the digital platform offering of ESL FACEIT Group, a gaming and esports company procured for $1.5 billion in 2022 by Saudi Arabia’s Savvy Games Group, which is 100 percent owned by the country’s Public Investment Fund.

The industry as a whole is already immensely profitable. In 2023, the global online gaming market generated approximately $26.14 billion in revenue, which translates to 9.8 percent growth compared to the previous year, according to Statista.

Saudi Arabia is considered a key market. A report by the US-Saudi Business Council found that more than 68 percent of young Saudi Arabia citizens and 58 percent of the population as a whole self-identify as gamers

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According to Maria Laura “Lulu” Scuri, vice president of labs and community integrity at ESL FACEIT Group, more than 80 percent of gamers have reported experiencing harassment in a multiplayer game, while 28 percent stopped playing their favorite games because of toxic behaviors.

“Toxicity and harassment take many shapes and forms, ranging from in-game actions (griefing and sabotaging teammates) to verbal and text abuse (mic spam, insults and cursing) to targeted attacks based on a player’s identity (sexism, racism and more),” Scuri told Arab News.

“Negative in-game interactions make it more difficult for individuals to enjoy their play time, forge meaningful relationships with others, and connect with a community that, overall, tends to provide a positive experience.”




Maria Laura “Lulu” Scuri.

Scuri says AI tools like Minerva help human moderators make quicker and better decisions to fight toxicity at a scale that would not otherwise be possible.

“These systems don’t only protect users but encourage positive play, be it by acknowledging players’ impact on improving their community and the FACEIT platform.”

Scuri says the system is “almost human” in its judgment and performance “thanks to the wealth of data Minerva has analyzed.”




To ensure a safe environment, Minerva provides anti-cheat and chat moderation. (Screen grab from FACEIT platform)

“The AI has a human-like understanding of interpersonal interactions. For example, not every curse word or piece of slang is malicious,” she said.

“Instead, Minerva looks for patterns in behavior and the full context of text and voice messages to determine if behavior is worthy of a flag. As a whole, this work allows FACEIT to not only efficiently identify bad behavior, but do so at a scale that meaningfully shapes how players experience their favorite games.”

Popular multiplayer first-person shooter game “Counter-Strike 2” was released on the FACEIT platform in September last year, allowing players to join communities. In addition, they can join or host matches on private servers, participate in community tournaments, or qualify for the FACEIT Pro League.

DID YOUKNOW?

• FACEIT is an esports platform founded in 2012 that administers leagues for games including ‘Counter-Strike 2,’ ‘League of Legends,’ ‘Rocket League,’ and ‘Rainbow Six Siege.’

• In 2022, FACEIT and esports company ESL were acquired by Savvy Games Group, a holding company owned by Saudi Arabia’s Public Investment Fund, for a combined $1.5 billion.

• FACEIT’s Minerva engine is a specialized AI technology that analyzes and moderates text, audio and the behavioral data of players to detect toxicity and other abuses.

To ensure a safe environment, Minerva provides anti-cheat and chat moderation.

“Each game title and community is different, and moderation needs to reflect that,” said Scuri. “Whether it be adjusting to the ways players communicate with each other — text, voice and more — or the in-game actions that correlate with bad behavior, context is key.

“Instead of just punishing bad behavior, FACEIT is taking steps to reward positive play, encouraging the players who make a strong, positive impact in-game to continue to set an example for their community.”




(Screen grab from FACEIT platform)

There are, however, several punishments that Minerva can dish out if users act out.

Players who violate FACEIT’s code of conduct may be temporarily banned, face multi-year suspension from participating in games or accessing their accounts, or receive a warning. Meanwhile, “cooldowns” are time-based restrictions placed on accounts for smaller infractions.

Ban lengths vary based on the severity of the offense and the number of times a user has repeated the behavior. These offenses fall into three main categories: toxicity, subversion of account integrity, and cheating.

INNUMBERS

$26.14 billion Global online gaming revenue in 2023. Source: Statista

$32.56 billion Projected global online gaming revenue in 2027.

1.13 billion Number of online gamers worldwide.

Toxicity includes acts of harassment, encouraging self-harm, spamming, posting offensive content, griefing, ghosting, blocking, team flashing or intentional team damage, abuse of the platform’s reporting system, and abuse of its live admins.

Violations of account integrity can include account sharing, ban evasion, boosting or ladder abuse, multi-accounting, and smurfing or intentional de-ranking.

If a player is caught cheating, they can be banned for two years. Any user caught evading a cheating ban on a new account will have it permanently banned and deleted. The cheating ban of the original account will also be extended for another two years.

It is hoped that the automatic detection of such violations by Minerva will make competitive gaming much fairer, match players more effectively, and ensure the online environment is both safe and enjoyable.
 

 


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RIYADH: Japan’s Economy, Trade and Industry Minister Yoji Muto held discussions on cooperation with Saudi Arabia’s Energy Minister Prince Abdulaziz bin Salman bin Abdulaziz on Tuesday.

The officials reviewed current ties and stressed the importance of joint efforts in energy transitions, the Saudi Press Agency reported.

The ministers welcomed the progress made under the Manar Initiative, which is a Saudi-Japan effort to promote clean energy.

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A version of this story originally appeared on Arab News Japan


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  • The services included the manufacturing and fitting of prosthetic limbs, as well as physical therapy

RIYADH: The Kingdom’s aid agency KSrelief has helped to treat 452 Yemenis, who lost limbs because of the ongoing conflict, at the Prosthetics and Rehabilitation Center in Aden governorate, the Saudi Press Agency reported recently.

A total of 1,407 procedures were completed for men, who made up 65 percent of patients, and women at 35 percent.

In addition, 54 percent were displaced individuals and 46 percent residents.

The services included the manufacturing and fitting of prosthetic limbs, as well as physical therapy.

KSrelief continues to provide general and critical care for vulnerable Yemeni people, the SPA reported.


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  • Researchers identified 31 species — 25 lizards and six snakes — following 1,551 field observations within the reserve

RIYADH: A groundbreaking scientific study has unveiled the first detailed list of reptile species in the King Abdulaziz Royal Reserve in Saudi Arabia, the Saudi Press Agency reported on Tuesday.

Conducted by the reserve’s development authority, the study was published in the Amphibian & Reptiles Conservation journal.

Researchers identified 31 species — 25 lizards and six snakes — following 1,551 field observations within the reserve. Three species were also newly documented, raising the reserve’s known total to 34.

The research highlighted two endangered species, the Egyptian monitor lizard (Uromastyx aegyptia) and the Wolfgangboehmei gecko (Tropicolotes wolfgangboehmei), which both face threats from climate change and human activity, according to the study.

Spanning from November 2022 to October 2023, the study employed tools such as genetic barcoding and highlighted the reserve’s ecological diversity.

Aligned with the Kingdom’s Vision 2030 program and the Saudi Green Initiative, the study is part of efforts to protect endangered species and sustain wildlife in Saudi Arabia. Researchers recommended enhanced monitoring and adaptive conservation strategies to mitigate environmental challenges.


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Updated 15 January 2025
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Saudi aid center provides prosthetic services in Yemen

  • Sixty-five percent of the beneficiaries were male and 35 percent were female, while 54 percent were displaced individuals and 46 percent were local residents

RIYADH: Hundreds of Yemenis who lost limbs in the country’s civil war were given services through a Saudi-backed medical center in Aden Governorate, the Saudi Press Agency reported on Tuesday.

With the support of the King Salman Humanitarian Aid and Relief Center, the Prosthetics and Rehabilitation Center provided 452 people with various services, including fitting, and rehabbing prosthetic limbs.

Sixty-five percent of the beneficiaries were male and 35 percent were female, while 54 percent were displaced individuals and 46 percent were local residents, the report said.

A key objective of the project is to improve the capabilities of the health sector and alleviate the suffering of Yemenis through the Kingdom’s humanitarian arm, KSrelief.

 


Gulf Print and Pack expo debuts in Saudi Arabia

Updated 14 January 2025
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Gulf Print and Pack expo debuts in Saudi Arabia

  • Event aligns with Kingdom’s goal of replacing imports with domestic production

RIYADH: Gulf Print and Pack 2025 debuted in Saudi Arabia on Tuesday, highlighting the latest technologies, innovations and sustainable solutions from over 150 exhibitors.

The event is poised to play a pivotal role in advancing the region’s printing and packaging industries while aligning with Saudi Vision 2030 goals.

The focus on digital technologies as a key theme for the event, emphasizing their transformative potential for the industry. (AN photo by Ghadi Joudah)

Event director Barry Killengrey told Arab News that hosting GPP in Saudi Arabia was a long-standing aspiration for the organizers. He said its expansion was made possible by a partnership with Informa Tahaluf, a company with a local presence.

“The GPP event in Dubai runs every two years, so this was a timely fashion where we could effectively have one event each year,” he said. “So 2025 was a focus on Saudi Arabia, especially as it aligns with the country’s goal to replace imports with domestic production.”

Gulf Print and Pack’s debut event in Riyadh is poised to play a pivotal role in advancing the region’s printing and packaging industries while aligning with Saudi vision 2030 goals. (AN photo by Ghadi Joudah)

The event seeks to encourage collaboration and innovation within the commercial printing and packaging sectors, particularly in developing markets like Saudi Arabia. Killengrey said it created vast opportunities across the printing and packaging spectrum.

“In such markets, industries are more fluid compared to the highly specialized and consolidated markets in developed regions,” he explained, adding that commercial printers might move into packaging, and packaging converters might also have a commercial print business.

This isn’t just about showcasing technology. It’s about creating opportunities, driving growth and shaping the future of an industry that is vital to the region’s economic development.

Barry Killengrey, Gulf Print and Pack 2025 event director

“These industries are highly entrepreneurial and tend to seize faster-growing opportunities,” he said.

Barry Killengrey, Gulf Print and Pack 2025 event director

Killengrey also highlighted the crossover between packaging machinery and printing operations.

“For instance, co-packers often print their own packaging materials, and brand owners or specifiers seek events where they can explore a wide range of machinery applications and market opportunities,” he told Arab News.

Gulf Print and Pack’s debut event in Riyadh is poised to play a pivotal role in advancing the region’s printing and packaging industries while aligning with Saudi vision 2030 goals. (AN photo by Ghadi Joudah)

The next generation was also creating a much better appetite for longevity in printing and sustainability. Whether it was direct mail, menus or advertising, a focus on sustainable products was key, he added, acknowledging the challenges faced by global brands — particularly in the food and beverage industries — to adopt sustainable practices.

Killengrey said the expo addressed these by emphasizing innovation, design, shorter production runs and the use of diverse, environmentally friendly materials.

He added rapid advancements in digital printing and packaging technologies were expected to grow significantly over the next five to 10 years.

The event also features innovations in digital embellishment, automation and pre-and post-press workflows, offering attendees insights into the latest capabilities in flexible packaging, plate-making, cutting machines, folding machines, and corrugation technologies.

Digital technology is a key theme for the event, emphasizing their transformative potential for the industry.

“This isn’t just about showcasing technology,” Killengrey said. “It’s about creating opportunities, driving growth and shaping the future of an industry that is vital to the region’s economic development.”