AI’s gender bias reflects society’s systemic inequalities

AI’s gender bias reflects society’s systemic inequalities

AI’s gender bias reflects society’s systemic inequalities
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In the sprawling city of Techville, there is a new player on the scene — and it is not your typical Silicon Valley startup or cutting-edge gadget. 

No, dear readers, it is the thorny issue of gender bias in artificial intelligence, and it is causing quite the stir among the city’s tech-savvy denizens.

Enter Rodrigo Concerns, a man with a penchant for sarcasm and a knack for cutting through the digital noise. His thoughts on the intersection of technology and morality are as sharp as the glare of a computer screen at night.

“I always knew AI had a sense of humor,” Concerns quips. “But I never thought it would be so ... gendered.”

Indeed, gender bias in AI algorithms has become a hot-button issue in recent years, with tech giants and startups alike coming under fire for their less-than-perfect track record when it comes to recognizing and representing diverse genders. 

As philosopher bell hooks once said: “We cannot have a meaningful conversation about gender without talking about power.”

And power, it seems, is at the heart of the matter. From facial-recognition software that struggles to identify non-binary individuals, to voice assistants that default to binary gender options, the prevalence of bias in AI algorithms has raised serious concerns about the implications for inclusivity and equality in the digital age.

“It’s like the digital version of ‘He’s a man, baby!’” Concerns remarks, his voice tinged with irony. “Except instead of Austin Powers, it’s Alexa.”

Gender bias in AI algorithms is a reflection of the systemic inequalities that persist in our society, both online and off.

Rafael Hernandez de Santiago

But behind the laughter lies a more sobering reality. Gender bias in AI algorithms is a reflection of the systemic inequalities that persist in our society, both online and off. As philosopher Judith Butler once observed: “Gender is a kind of imitation for which there is no original.”

And when it comes to imitation, AI has a habit of taking things a bit too literally. Whether it is misgendering transgender individuals or perpetuating harmful stereotypes about gender roles, the consequences of this bias in AI algorithms can be far-reaching and deeply damaging.

“It’s like the digital version of the patriarchy,” Concerns remarks, his tone turning serious. “Except instead of men in suits, it’s algorithms in the cloud.”

But amid the confusion, there is room for hope. With every glitch comes an opportunity for growth, and the issue of gender bias in AI algorithms is no exception. 

By raising awareness and holding tech companies accountable for the ethical implications of their algorithms, concerned citizens like Concerns are paving the way for a more inclusive and equitable future.

“After all,” Concerns muses, a glimmer of hope in his eyes, “if we can teach a robot to dance, surely we can teach it to see beyond gender, but with respect.”

Whether we choose to confront the biases embedded in our algorithms or simply shrug them off as the quirks of an imperfect system, the future is watching.

Rafael Hernandez de Santiago, viscount of Espes, is a Spanish national residing in Saudi Arabia and working at the Gulf Research Center.
 

Disclaimer: Views expressed by writers in this section are their own and do not necessarily reflect Arab News' point of view

Rahm leads by 2 after first round of LIV Golf UK

Rahm leads by 2 after first round of LIV Golf UK
Updated 21 min 8 sec ago
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Rahm leads by 2 after first round of LIV Golf UK

Rahm leads by 2 after first round of LIV Golf UK

ROCESTER: Jon Rahm is accustomed to being in contention after most of his LIV Golf rounds this season. But for the first time since joining the league, he has the outright lead.

Thanks to a bogey-free 8-under 63, Rahm has a two-stroke lead over Abraham Ancer and Andy Ogletree after the first round at LIV Golf UK by JCB. Meanwhile, his Legion XIII is atop the team leaderboard by one stroke over Smash GC, HyFlyers GC and Fireballs GC.

Friday’s round was the 29th that Rahm has completed in LIV Golf. He has been inside the top 5 after 13 of those rounds, including a tie for the lead after the first round in Jeddah.

Six other times, Rahm has been inside the top 10. In each of his nine completed tournaments — he had to withdraw in Houston due to a foot infection — he has produced a top-10 result, and he is currently second behind Torque GC Captain Joaquin Niemann in the season-long points standings.

It is an impressive show of consistency that Rahm hopes will peak with his first individual LIV Golf title this week at JCB Golf & Country Club.

“Nothing much to say obviously but good things,” said Rahm, who entered the week off a tie for seventh at The Open Championship, his best major result of the year. “Played really good golf all day. With days like this, it almost feels effortless.”

Rahm played in the same group with his teammate and former Ryder Cup partner, Tyrrell Hatton, along with another Legion XIII player, Caleb Surratt, as the LIV Golf captains were grouped with their top-two teammates for the first round.

Not only did Rahm go low — the 8-under score matches his lowest LIV Golf round relative to par — but Hatton shot 66, bouncing back from an opening double bogey. The duo fueled Legion XIII’s 12-under total that also included a counting score of 72 from Kieran Vincent. Legion XIII has won three team titles during its inaugural season and is second in the points standings behind Crushers GC.

“It was the first time I played with any teammates in LIV Golf,” said Rahm, who had six birdies in his final nine holes to pull away from the pack. “I wasn’t sure how that was going to go. I was a little curious.”

Hatton said: “We’ve shared some pretty cool stages over the last few years, and we generally play well when we play together. So, it was nice for both of us to have a good round of golf and have some momentum going into the weekend.”

Ancer, the winner via playoff earlier this year in Hong Kong, finished with a flourish. The Fireballs star birdied four of his last five holes during a brilliant putting round in which he led the field.

Ogletree’s best finish during his first full LIV Golf season is a tie for third in Adelaide. He has battled a wrist injury that may require offseason surgery and forced him to make some swing adjustments to alleviate the pain.

“I’ve had a lot of days where I’ve played 13 and 14 really good holes and then kind of held myself back by a bad stretch,” said the HyFlyers member. “Today, I was in it all day and played some solid golf.”

Hatton and Ripper GC Captain Cameron Smith are tied for fourth, while a group of seven players — including Smash GC Captain Brooks Koepka and local resident Sam Horsfield of Majesticks GC — are four strokes off the lead in a tie for sixth.

On a course that was unfamiliar to most players and expected to give up low scores grudgingly, 35 of the 54 players in the field broke par, with a stroke average of more than one shot under par.

It was not a surprise for Rahm. “You can’t really say surprising when the best players in the world show up at a course,” he said.

 
Standings and counting scores for Friday’s opening round:

The three best scores from each team count in the first two rounds while all four scores count in the final round. The team with the lowest cumulative score after three rounds wins the team title.


1. LEGION XIII -12 (Rahm 63, Hatton 66, Vincent 72)

 
T2. FIREBALLS GC -11 (Ancer 65, Garcia 68, Puig 69)

 
T2. SMASH GC -11 (Koepka 67, McDowell 67, Gooch 68)

 
T2. HYFLYERS GC -11 (Ogletree 65, Tringale 67, Mickelson 70)

 
T5. RIPPER GC -9 (Smith 66, Herbert 69, Jones 69)

 
T5. RANGEGOATS GC -9 (Wolff 67, Uihlein 68, Watson 69)

 
7. STINGER GC -8 (Oosthuizen 67, Burmester 68, Schwartzel 70)

 
8. TORQUE GC -6 (Munoz 68, Niemann 69, Pereira 70)

 
T9. CRUSHERS GC -5 (Casey 67, Lahiri 69, Catlin 72)

 
T9. CLEEKS GC -5 (Meronk 68, Bland 69, Samooja 71)

 
11. MAJESTICKS GC -4 (Horsfield 67, Stenson 70, Westwood 72)

 
12. 4ACES GC -1 (Varner 69, Johnson 71, Reed 72)

 
13. IRON HEADS GC Even (Na 70, Vincent 70, Kozuma 73)


Grappling with maritime disputes and Myanmar crisis, ASEAN top diplomat meetings joined by US, China

Grappling with maritime disputes and Myanmar crisis, ASEAN top diplomat meetings joined by US, China
Updated 43 min 4 sec ago
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Grappling with maritime disputes and Myanmar crisis, ASEAN top diplomat meetings joined by US, China

Grappling with maritime disputes and Myanmar crisis, ASEAN top diplomat meetings joined by US, China
  • Top diplomats from Southeast Asia are gathered in the Laotian capital with partners that include the United States, China, Russia, Japan, India and Australia

VIENTIANE: Top diplomats from Southeast Asia convened Saturday in the Laotian capital with their powerful dialogue partners in the last of the three-day regional talks that have grappled with tensions over territorial claims in the South China Sea, escalating fighting in Myanmar, and regional rivalry.
Meetings on Saturday in Vientiane are bringing together in the same room allies of the Association of Southeast Asian Nations — including the United States, China, Russia, Japan, India and Australia — to bolster their relationships and discuss key security issues and other regional affairs.
In a meeting of ASEAN foreign ministers with US Secretary of State Antony Blinken on Saturday, Indonesia Foreign Minister Retno Marsudi said the bloc’s good partnership with Washington should also contribute to global peace. She said they should be respecting international laws “in a consistent manner,” whether about Ukraine, the South China Sea or the crisis in Gaza.
Blinken said he hopes to work closely with the ASEAN nations on those matters, as well as violence in Myanmar and provocations by North Korea.
The Secretary of State is expected to meet on the sidelines with his Chinese counterpart, Wang Yi, as both countries are looking to expand their influence in the region.
Participants in these meetings represent either critical US allies and partners, or Washington’s two largest rivals, Moscow and Beijing, which have grown closer over the past two years, prompting deep concerns about their combined global influence. Russian Foreign Minister Sergey Lavrov was also in Vientiane, and already held direct talks with Wang on Thursday.
Indonesia said it emphasized in their opening meetings Thursday that it’s important the bloc doesn’t get drawn into any rivalry between China and the US
ASEAN members Vietnam, the Philippines, Malaysia and Brunei all have conflicts with China over its claim of sovereignty over virtually all of the South China Sea, one of the world’s most crucial waterways for shipping. Many worry that direct confrontations there could lead to broader conflict. Indonesia has also expressed concern about what it sees as Beijing’s encroachment on its exclusive economic zone.
There are divisions within ASEAN on how to deal with China’s maritime claims. The Philippines has been critical over a perceived lack of support from the bloc, but in a rare deal, China and the Philippines said they had reached an agreement that they hope will end their confrontations, aiming to establish a mutually acceptable arrangement for the disputed area without conceding each other’s territorial claims.
Philippines Secretary of Foreign Affairs Enrique Manalo said after the gala dinner on Friday that he had a bilateral meeting with China’s Wang, where they agreed that they would “honor the provisional agreement in a clear and sincere effort to defuse tensions and try and prevent any incidents of course from leading to further tension in our relationship.”
On Saturday, the Philippines said it was able make a supply trip to the disputed area without having to confront Beijing’s forces, the first such trip since the deal was reached a week ago. Blinken applauded it as a success in his opening remarks at the meeting with ASEAN foreign ministers, while calling China’s past actions against the Philippines — a US treaty partner — “escalatory and unlawful.”
Prior to the deal, tensions between the Philippines and China escalated for months, with China’s coast guard and other forces using powerful water cannons and dangerous blocking maneuvers to prevent food and other supplies from reaching Filipino navy personnel.
The United States and its allies have regularly conducted military exercises and patrols in the area to assert their “free and open Indo-Pacific” policy — including the right to navigate in international waters — which has drawn criticism from China.
Wang said in his meeting with Manalo that the deployment of a US intermediate-range missile system in the Philippines would create regional tension and trigger an arms race, according to a statement from the Chinese Foreign Ministry.
The increasingly violent civil war in ASEAN member state Myanmar is one of the other issues dominating talks. Thailand has said the group gave their support for it to take a broader role as one of Myanmar’s immediate neighbors.
Nikorndej Balankura, spokesperson of Thailand’s Ministry of Foreign Affairs, told reporters Friday that more dialogue mechanisms have been proposed to include more stakeholders, especially countries that share borders with Myanmar. He however noted that those proposals have just been submitted to Laos, which currently chairs ASEAN and is in charge of recommending them directly to Myanmar to seek its approval.
The army in Myanmar ousted the elected government of Aung San Suu Kyi in February 2021 and suppressed widespread nonviolent protests that sought a return to democratic rule, leading to increasing violence and a humanitarian crisis.
ASEAN has been pushing a “five-point consensus” for peace, but the military leadership in Myanmar has so far ignored the plan, raising questions about the bloc’s efficiency and credibility. The peace plan calls for the immediate cessation of violence in Myanmar, a dialogue among all concerned parties, mediation by an ASEAN special envoy, provision of humanitarian aid through ASEAN channels, and a visit to Myanmar by the special envoy to meet all concerned parties.


Final four battle it out for MLBB Women’s Invitational title at Esports World Cup in Riyadh

Final four battle it out for MLBB Women’s Invitational title at Esports World Cup in Riyadh
Updated 27 July 2024
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Final four battle it out for MLBB Women’s Invitational title at Esports World Cup in Riyadh

Final four battle it out for MLBB Women’s Invitational title at Esports World Cup in Riyadh
  • Hometown heroes Falcons Vega in the running for $180,000 first prize alongside Team Vitality, Victory Song Gamers and Omage Empress

RIYADH: Audiences are set to witness a monumental moment in professional women’s esports history as the Esports World Cup hosts the Mobile Legends: Bang Bang Women’s Invitational 2024 semifinals and Grand Final on Saturday.

One of the most highly anticipated competitions heading into the eight-week tournament at Boulevard Riyadh City, the MLBB Women’s Invitational debuted on Wednesday by welcoming 12 clubs on the world stage.

After three days of matchups, the last four standing are within touching distance of legacy status — with one assured of a place in the women’s esports hall of fame come Sunday morning.

The first semifinal between hometown heroes Falcons Vega and French club Team Vitality is at midday on Saturday. Saudi Arabia’s Falcons Vega head into the contest with confidence sky-high after whitewashing every opponent that they have faced — and many are tipping them to go all the way.

Awaiting the victors are the winners of the other semifinal featuring Victory Song Gamers of Russia and Filipino outfit Omega Empress. This showdown starts at 3 p.m. live from the SEF Arena where the grand final takes center stage hours later at 6 p.m.

The Esports World Cup is running from July 3–Aug. 25 with 22 tournaments across 21 titles during its eight-week duration.

Alongside the MLBB Women’s Invitational, audiences can also catch the Overwatch 2 quarter-finals and main tournament action from the PUBG Mobile World Cup 2024 on Saturday. Both these competitions end on Sunday before new tournaments headline Week 5, starting on Wednesday, July 31.


Blinken hits out at China’s ‘unlawful actions’ in South China Sea

Blinken hits out at China’s ‘unlawful actions’ in South China Sea
Updated 27 July 2024
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Blinken hits out at China’s ‘unlawful actions’ in South China Sea

Blinken hits out at China’s ‘unlawful actions’ in South China Sea
  • Blinken is in capital Vientiane for the Association of Southeast Asian Nations (ASEAN) foreign ministers meeting
  • He has prioritized promoting a “free and open” Asia-Pacific region

VIENTIANE: US Secretary of State Antony Blinken hit out at China’s “escalatory and unlawful actions” in the South China Sea on Saturday, hours before he was due to hold talks with Beijing’s top diplomat at a regional meeting in Laos.
Blinken is in capital Vientiane for the Association of Southeast Asian Nations (ASEAN) foreign ministers meeting, part of an Asian tour aimed at reinforcing regional ties in the face of an increasingly assertive Beijing.
He has prioritized promoting a “free and open” Asia-Pacific region — a thinly veiled criticism of China’s regional economic, strategic and territorial ambitions.
The United States and ASEAN had to work together to “address challenges,” Blinken told ministers from the 10-member bloc, including China’s “escalatory and unlawful actions taken against the Philippines in the South China Sea over the last few months.”
Manila is locked in a longstanding territorial row with Beijing over parts of the strategic waterway through which trillions of dollars worth of trade passes annually.
On Saturday Manila said it had successfully resupplied troops on the Second Thomas Shoal — the focus of violent clashes between Chinese and Philippines vessels in recent months.
The mission was carried out under a deal agreed with Beijing last week.
“We are pleased to take note of the successful resupply today,” Blinken said.
“We applaud that and hope and expect to see that it continues going forward.”
Blinken is due to meet China’s Wang Yi later Saturday.
The two will “exchange views on issues of common concern,” China’s foreign ministry spokeswoman Mao Ning said Friday.
Washington-Beijing competition
This is Blinken’s 18th visit to Asia since taking office more than three years ago, reflecting the fierce competition between Washington and Beijing in the region.
He notably arrives two days after the foreign ministers of China and Russia met with the 10-nation ASEAN bloc — and each other on the sidelines of the summit.
Wang and Sergei Lavrov had discussed “building a new security architecture for Eurasia,” according to Moscow’s foreign ministry.
The pair also agreed to jointly “counter any attempts by extra-regional forces to interfere in Southeast Asian affairs,” it said.
China has a strong political and economic partnership with Russia, with NATO members labelling Beijing as a “key facilitator” of Moscow’s involvement in the war in Ukraine.
Ongoing tensions
The temperature between Manila and Beijing remains high, despite the deal last week on resupplying Filipino troops stationed on a disputed reef.
“We hope China implements the agreement,” Philippine foreign secretary Enrique Manalo told reporters in Vientiane late on Friday.
“I think that would be an important step forward in diffusing tensions and hopefully lead to other areas of cooperation on the South China Sea.”
Beijing claims the waterway — through which trillions of dollars of trade passes annually — almost in its entirety despite an international court ruling that its assertion has no legal basis.
A Filipino sailor lost a thumb in the latest June 17 confrontation when Chinese coast guard members wielding knives, sticks and an axe foiled a Philippine Navy attempt to resupply its troops.
China lashed out earlier this year after Blinken said that Washington was ready to defend the Philippines if its forces, ships or aircraft came under attack in the South China Sea.
Beijing has insisted that the United States has “no right” to interfere in the South China Sea.
The two countries also remain at loggerheads over trade, human rights and the status of the self-ruled island of Taiwan, which China claims sovereignty over.
Blinken is scheduled to travel to Hanoi later Saturday to extend US condolences to Vietnamese officials after the passing of communist leader Nguyen Phu Trong.
ASEAN ministers are expected to issue a joint communique at the end of their three-day meeting.
One diplomatic source said the statement is being held up by lack of consensus over the wording of paragraphs on the Myanmar conflict and disputes in the South China Sea.
Myanmar’s junta has been banned from high-level ASEAN summits over its 2021 coup and crackdown on dissent but has sent two bureaucrats to represent it at the Laos talks.


Marvel returns to Comic-Con with hotly anticipated panel about its post-’Deadpool & Wolverine’ plans

Marvel returns to Comic-Con with hotly anticipated panel about its post-’Deadpool & Wolverine’ plans
Updated 27 July 2024
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Marvel returns to Comic-Con with hotly anticipated panel about its post-’Deadpool & Wolverine’ plans

Marvel returns to Comic-Con with hotly anticipated panel about its post-’Deadpool & Wolverine’ plans
  • After Marvel skipped out on the convention last year due to the Hollywood strikes, which prevented writers and actors from speaking on panels

SAN DIEGO: Marvel Studios is returning to San Diego Comic-Con for its iconic Saturday night panel, which is expected to feature big announcements and surprise guests.
After Marvel skipped the convention last year due to the Hollywood strikes, which prevented writers and actors from speaking on panels, anticipation for its session in Comic-Con’s famed Hall H is palpable among fans.
The studio is expected to announce news teasing their upcoming titles in its “Phase 5” plan and beyond, with Marvel President Kevin Feige as the only confirmed speaker. He will be joined by several special guests, who may include stars of upcoming Marvel titles like “Captain America: Brave New World,” “Thunderbolts(asterisk)” and “The Fantastic Four.”
Fans are speculating that Marvel will confirm cast members and show clips or trailers for upcoming films and Disney+ series.
Marvel already took over Hall H on Thursday with an electric panel celebrating “Deadpool & Wolverine,” in which the audience was treated to a full screening and surprise guests joining stars Ryan Reynolds and Hugh Jackman on stage.
The mounting enthusiasm for the film at Comic-Con was reflected across the country as the fans rushed to see it in theaters, securing the film as the new record holder for the Thursday preview for an R-rated movie. The comic book film sold an estimated $38.5 million worth of movie tickets from preview screenings Thursday.
The “Deadpool & Wolverine” success woke up a sleepy year for Marvel and assuaged worries about its box-office underperformance in late 2023. The superhero factory hit a record low in November with the launch of “The Marvels,” which opened with just $47 million.
Prior to the studio’s latest opening, which is on track to break more records, the idea of “superhero fatigue” became a popular talking point in the film world.
“Deadpool & Wolverine” and Thursday’s packed panel have dampened discussion of audience apathy for comic book movies.