AI adoption calls for complete overhaul of digital and energy infrastructure

AI adoption calls for complete overhaul of digital and energy infrastructure

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Artificial intelligence is continuously reshaping contemporary life, affecting our experiences of humanity, creativity and culture while also raising concerns about safeguarding human identity and values.

We are developing knowledge systems that remain partially understood and unpredictable, necessitating regulations for human control and containment.

This oped highlights the unprecedented speed of AI-technology adoption, the massive increase in data generation, the rising demand for data centers, and the energy needed to support exponential computing.

It also emphasizes the significant capital expenditure required to establish a robust digital and energy infrastructure amidst the ongoing climate crisis.

Data growth began modestly with social media in 2010, expanded with streaming and content creation in 2015, and rapidly escalated with the launch of ChatGPT at the end of 2022.

Today, AI is integrated into many applications, and people are becoming more aware of the substantial energy required to power these advanced AI models.

Significant investments and energy consumption are necessary to train AI, with the expectation that these costs will yield benefits.

Lina Tayara

For instance, while a Google search consumes a baseline of energy, Language AI (like ChatGPT) uses 10 times that amount, Image AI (such as DALL-E) consumes 320 times, and Video AI (like Sora) requires a staggering 10,000 times.

This situation calls for a complete overhaul of our digital and energy infrastructure.

Amazon’s global capital expenditure is projected to exceed $50 billion this year, while Meta is increasing its expenditure to accommodate the sharp rise in usage across its applications, including WhatsApp, Facebook and Instagram.

WhatsApp alone boasts a user base of over 2.8 billion worldwide, with video content driving adoption trends.

While the internet provides a low-cost technological solution for ecommerce, AI technology comes with high expenses that need justification through its ability to solve complex problems.

Significant investments and energy consumption are necessary to train AI, with the expectation that these costs will yield benefits.

Advocates believe that AI’s capability to process vast amounts of data rapidly will lead to energy efficiencies and solutions for pressing issues like disease and climate change.

A report by Google and the Boston Consulting Group suggests that AI could potentially reduce global greenhouse gas emissions by 5 to 10 percent by 2030.

It highlighted applications such as optimizing fuel-efficient routes for drivers and pilots to minimize contrail clouds, the highly polluting trails left by airplanes.

However, generative AI skeptics in the finance sector argue that claims regarding potential economic benefits are exaggerated and primarily serve the interests of Big Tech. They anticipate that AI has about 18 months to deliver on its promises before investors lose interest.

The competition for AI dominance also involves a race to construct the necessary digital infrastructure, which is becoming an emerging concern.

Energy is the most crucial factor driving large tech companies to seek new locations for their mega-scale AI training workloads.

Lina Tayara

Energy is the most crucial factor driving large tech companies to seek new locations with powered land and green energy for their mega-scale AI training workloads.

The demand for cloud services and AI tasks requires large campuses and higher densities that legacy markets cannot accommodate due to land, power, and grid limitations.

Consequently, the trend of hyperscalers assessing locations with stable and cost-effective energy will remain significant in 2025, with various countries competing to attract them.

The Nordic region, with its cool climate and abundant renewable energy, holds a considerable advantage.

With a limited pool of investors possessing both technical expertise and substantial capital to support the trillion-dollar digital transformation and energy transition, development will likely be limited to a select few private and public funds with a clear vision and strategy.

It is anticipated that hyperscalers including Meta, Amazon, Microsoft, Oracle and Google will invest over $1 trillion in data and energy infrastructure.

’s Project Transcendence aims to secure $100 billion in funding, positioning the Kingdom as a potential hub for growth, partnerships, and a rising contender in the AI-enabled digital and energy infrastructure landscape.

• Lina Tayara is a consultant in the digital infrastructure industry driving business development, market research and thought leadership on her platform Let’s Talk Tech.

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

Egypt’s El-Sisi tells Trump in phone call he ‘deserves Nobel Peace Prize’

Updated 2 min 34 sec ago

Egypt’s El-Sisi tells Trump in phone call he ‘deserves Nobel Peace Prize’

Egypt’s El-Sisi tells Trump in phone call he ‘deserves Nobel Peace Prize’
El-Sisi’s office said the president “stressed the need to move forward toward implementing the ceasefire agreement”

CAIRO: Egyptian President Abdel Fattah El-Sisi told his US counterpart Donald Trump in a phone call that he “deserves the Nobel Peace Prize” for bringing about a deal to end the war in Gaza.
He invited Trump to “participate in the celebration to be held in Egypt to mark the conclusion of the agreement for a ceasefire in the Gaza Strip,” the first phase of which has been signed during talks in Egypt.
The statement from El-Sisi’s office said the president “stressed the need to move forward toward implementing the ceasefire agreement in the Gaza Strip in all its stages.”

SFDA approves registration of Qalsody for ALS treatment

Saudi Food and Drug Authority has approved the registration of Qalsody (Tofersen) for ALS treatment.
Saudi Food and Drug Authority has approved the registration of Qalsody (Tofersen) for ALS treatment.
Updated 11 min 20 sec ago

SFDA approves registration of Qalsody for ALS treatment

Saudi Food and Drug Authority has approved the registration of Qalsody (Tofersen) for ALS treatment.
  • ALS is a rare neurodegenerative disease that affects the nerve cells responsible for voluntary movement, gradually causing muscle weakness and leading to loss of mobility

RIYADH: The Saudi Food and Drug Authority has approved the registration of Qalsody (Tofersen) for the treatment of adults with amyotrophic lateral sclerosis linked to mutations in the SOD1 gene, the Saudi Press Agency reported.

ALS is a rare neurodegenerative disease that affects the nerve cells responsible for voluntary movement, gradually causing muscle weakness and leading to loss of mobility over time.

According to the SPA, the approval is part of the SFDA’s efforts to facilitate patient access to treatment, as Qalsody has been designated an orphan drug for the treatment of rare diseases.

Normally, the SOD1 protein helps eliminate toxic byproducts produced during regular cellular activity.

In cases where a genetic mutation in the SOD1 gene causes ALS, a defective protein that fails to protect the cell from toxins is produced. The faulty protein accumulates within the cell, disrupting normal cellular processes.

The SFDA said that Qalsody works to reduce the production of the defective SOD1 protein through a novel therapeutic approach known as antisense therapy. This technique employs small molecules called nucleotides, designed to bind precisely to a specific sequence of mRNA generated by the genetic mutation that causes the protein to misfold. This process limits the cell’s ability to produce the defective protein, reducing its accumulation in the body.

The authority added that the drug’s approval followed a thorough assessment of its efficacy, safety and quality. Clinical studies of patients who received the drug showed a reduction in key indicators of nerve damage, most notably neurofilament light levels, compared with patients who received a placebo. A decrease was also observed in the concentration of the defective SOD1 protein in cerebrospinal fluid, confirming that the drug is acting on its intended molecular target. The authority said, however, that the long-term benefits are still under evaluation and that these early findings are not a substitute for confirmed clinical outcomes.

The SFDA reported that the most commonly observed side effects in clinical studies were muscle and joint pain, fatigue, injection site discomfort, fever and increased levels of certain proteins in the cerebrospinal fluid.

The approval reflects the SFDA’s commitment to expanding access to effective treatments for rare and hard-to-treat diseases through the Orphan Drugs Program, a key strategic initiative designed to accelerate the availability of promising therapies and address unmet medical needs.

It aligns with the goals of the Health Sector Transformation Program, one of the key initiatives of the Kingdom’s Vision 2030, which seeks to improve the quality of healthcare services.

An orphan drug is defined as a medication developed to treat rare diseases that affect fewer than five in 10,000 people in the Kingdom.

The orphan drugs guide is available on the authority’s website at https://www.sfda.gov.sa/ar/regulations/88482. For further inquiries, contact the SFDA via email at [email protected].


‘We need win after win’: Crunch time looms for Germany in World Cup qualifying

‘We need win after win’: Crunch time looms for Germany in World Cup qualifying
Updated 12 min 29 sec ago

‘We need win after win’: Crunch time looms for Germany in World Cup qualifying

‘We need win after win’: Crunch time looms for Germany in World Cup qualifying
  • “Everyone expects of us that we’ll beat every opponent 5-0, 6-0 but that’s no longer possible,” midfielder Nadiem Amiri said
  • Until their loss in Slovakia last month, Germany had never lost a World Cup qualifying game away from home

BERLIN: A World Cup without Germany used to be unthinkable. Now the four-time champion needs to turn things around to ensure a spot at next year’s tournament.
A shock 2-0 loss to Slovakia in World Cup qualifying means Julian Nagelsmann’s team may need a perfect record in the rest of their qualifiers, starting with wins over Luxembourg on Friday and Northern Ireland on Monday.
“Everyone expects of us that we’ll beat every opponent 5-0, 6-0 but that’s no longer possible,” midfielder Nadiem Amiri said in comments reported by German agency dpa.
“The times have simply changed. Everyone’s good, everyone can hold their own. For us it’s just important to win. We need win after win.”
The qualifying format — a four-team group where only the winner qualifies automatically — means Germany must win each of their remaining games unless Slovakia slips up, and get ahead of Slovakia on goal difference too.
Second place would put Germany into a bracket of four teams competing for one spot early next year.
Making history the wrong way
If Germany did fail to make it to the expanded, 48-team World Cup, it would be a historic shock.
Until their loss in Slovakia last month, Germany had never lost a World Cup qualifying game away from home. The only times they missed the men’s World Cup were the inaugural 13-team 1930 event, which they skipped along with most of Europe, and 1950, when they were excluded following World War II.
Of course, even when they have qualified, Germany haven’t always produced the goods.
Group-stage exits in 2018 and 2022 were huge disappointments for a team which had top-class individual players but didn’t seem to gel as a team. A goose-themed motivational talk by then-coach Hansi Flick at the 2022 World Cup fell flat and seemed to typify the lack of enthusiasm.
That all means Germany haven’t played a World Cup knockout game since winning the 2014 final.
Overcoming injuries
Germany’s qualification fight has been made harder by injuries.
Barcelona’s Marc-André ter Stegen would be first-choice goalkeeper if fit but hasn’t played all year, while Real Madrid defender Antonio Rüdiger is out with a muscle injury and Bayern Munich’s attacking midfield star Jamal Musiala likely won’t return until the new year.
Nagelsmann seems intent on forging a partnership between Florian Wirtz and Newcastle’s Nick Woltemade, but Wirtz has yet to find his best form since his Liverpool move and Woltemade has had a flu-like illness this week. That meant the tall striker was training separately Wednesday.
There’s extra attention on new player Nathaniel Brown, a left back from Eintracht Frankurt who would also be eligible for the United States. Brown faces the challenge of doing better than his Frankfurt teammate Nnamdi Collins, who was dropped after costly errors on debut in the Slovakia loss.


Pakistan’s financial inclusion jumps to 67% as macroeconomic stability returns — SBP chief

Pakistan’s financial inclusion jumps to 67% as macroeconomic stability returns — SBP chief
Updated 20 min 45 sec ago

Pakistan’s financial inclusion jumps to 67% as macroeconomic stability returns — SBP chief

Pakistan’s financial inclusion jumps to 67% as macroeconomic stability returns — SBP chief
  • Governor Jameel Ahmed says gender gap in financial access has narrowed to 30% in Pakistan
  • He urges microfinance institutions to strengthen risk management, adopt digital credit tools

KARACHI: Pakistan’s financial inclusion rate has risen to 67% in 2025 from 47% in 2018, the top central bank official said on Thursday, crediting digital innovation and policy reforms for expanding access to financial services.

The rise comes as the government and the State Bank of Pakistan (SBP) have stepped up efforts to strengthen microfinance and digital banking amid a period of relative macroeconomic stability. Officials have also urged the public to use formal banking channels and digital platforms to help build resilience in the financial system.

“Governor Jameel Ahmad highlighted that the financial inclusion rose from 47% in 2018 to 67% in June 2025 while the gender gap in financial access narrowed from 47% to 30% over the same period,” the central bank said in a statement issued after his speech to the ninth Annual Microfinance Conference in Karachi.

“Governor Ahmad assured that the State Bank remains fully committed to working alongside the microfinance industry to strengthen resilience, safeguard customers and expand outreach,” it added.

The top SBP official told the conference that Pakistan’s economic recovery was gathering pace after tough policy measures helped stabilize inflation and foreign exchange reserves. He said inflation had declined sharply and was expected to stay within the government’s 5-7% target range over the medium term.

Ahmed also noted that foreign exchange reserves were now five times higher than in February 2023, reflecting “strategic interbank purchases” that helped the government meet debt repayments without excessive borrowing.

He outlined new principle-based regulations for microfinance banks, allowing greater flexibility and higher lending limits of up to Rs5 million ($17,500) for agriculture, microenterprise and housing loans, and Rs500,000 ($1,750) for general loans.

Ahmad urged microfinance institutions to adopt stronger risk management, enhance liquidity buffers, and use digital tools for credit scoring to prevent fraud and maintain sustainability.

“Together, we can ensure that microfinance continues to play its vital role in fostering inclusive, resilient, and sustainable growth,” he said.


Myanmar’s military acknowledges attacking festival, accuses resistance forces of using human shields

Myanmar’s military acknowledges attacking festival, accuses resistance forces of using human shields
Updated 26 min 33 sec ago

Myanmar’s military acknowledges attacking festival, accuses resistance forces of using human shields

Myanmar’s military acknowledges attacking festival, accuses resistance forces of using human shields
  • Neither the government nor its opponents reported any armed combat near the scene of the bombing
  • Initial reports of casualties varied slightly, but a member of a local resistance group who attended the event put the death toll at 24

BANGKOK: Myanmar’s military government on Thursday acknowledged attacking a religious festival held on the grounds of a school in central Myanmar, which witnesses said killed about two dozen people, including children, when improvised bombs were dropped by motorized paragliders.
A statement issued by the military’s information office blamed resistance forces opposed to army rule for the casualties in the Monday night attack, accusing them of “using civilians as human shields in their anti-government incitement campaigns.”
Neither the government nor its opponents reported any armed combat near the scene of the bombing.
The attack took place in Myanmar’s Sagaing region and had already been reported by the country’s independent media and international outlets, including The Associated Press. A spokesperson for UN Secretary-General António Guterres on Wednesday declared that the “indiscriminate use of airborne munitions is unacceptable.”
Witnesses told the AP that the paragliders carried out two sorties, each time dropping two bombs on the primary school compound in the village of Bon To in Chaung-U township, about 90 kilometers (55 miles) west of Mandalay, the country’s second-largest city. The bombs, based on evidence from similar past attacks, were believed to have been 120 mm mortar rounds that explode on impact.
Initial reports of casualties varied slightly, but a member of a local resistance group who attended the event put the death toll at 24. Speaking on condition of anonymity to safeguard his personal security, he also estimated that 50 people had been wounded,
The resistance fighter said that children, villagers, members of local political activist groups and armed anti-military groups were among those killed.
The attack took place as more than 100 people were holding a traditional oil lamp prayer ceremony to mark the end of Buddhist Lent and using the occasion to call for the release of political prisoners and to protest the military’s planned election scheduled for December, which critics believe will be neither free nor fair.
The Sagaing region has been a stronghold of armed resistance since the army seized power from the elected government of Aung San Suu Kyi in February 2021. After peaceful demonstrations were put down with lethal force, many opponents of military rule took up arms, and large parts of the country are now enmeshed in civil war.
Much of the fighting against military rule is been carried out by locally formed armed resistance groups loosely connected in a nationwide People’s Defense Force.
A statement issued Thursday by the military’s information office accused the resistance group of forcing the public to stage the Monday protest and using them as human shields, and said that “the security forces chose to attack as a counterterrorism operation with the plan of minimal civilian casualties.”
The resistance fighter and a local resident who attended Monday’s ceremony rejected the military’s accusations that civilians were forced to protest, saying that people joined the ceremony of their own free will. Pro-democracy street protests remain common on special occasions in areas outside military control, including central regions such as Mandalay, Sagaing, and Magway, as well as Tanintharyi in the south.
In a separate statement, the military said that Malaysian Foreign Minister Mohamad Hasan on Thursday met with Senior Gen. Min Aung Hlaing, Myanmar’s military chief and acting president, to discuss the upcoming election, cooperation in humanitarian aid operations and peace efforts.
Malaysia currently chairs the Association of Southeast Asian Nations, which has been seeking without success to restore peace and stability to Myanmar.