Training an Arabic LLM that reflects local values

Training an Arabic LLM that reflects local values

Training an Arabic LLM that reflects local values
The Arab world did not play a key role in the PC, internet and mobile eras. In the AI era, it will be different. (Shutterstock)
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Advances in the large language models that underpin generative AI are changing everything, from medicine and education to entertainment.

Our relationship with technology is becoming more intimate as machines change from passive tools into active assistants that amplify our innate human abilities.

This new era poses both a challenge and an opportunity for the Middle East.

The challenge is that leaders in this new field, like OpenAI’s ChatGPT and Google’s Gemini, come from Silicon Valley, or from China, where my team at 01.AI has built models that rival the Americans. In Europe, too, startups such as France’s Mistral have entered the race.

The opportunity is for the Middle East to join this league and make sure its voice is heard.

Inspired by my latest trip to Riyadh, I decided to test how the current crop of AI models would handle a simple request. I imagined myself as a young Saudi getting ready to host a dinner party and asked ChatGPT to prepare a menu.

The food it recommended sounded delicious — stuffed grape leaves, tabouleh salad, mandi and stuffed dates. But the beverages were a problem.

Aside from drinks such as mint lemonade and jallab, a mixture of dates, grape molasses and rose water, ChatGPT also offered this: “For alcoholic beverages, you could offer a selection of international wines, beers, or non-alcoholic mocktails.”

To its credit, when I repeated the question, it offered only non-alcoholic drinks.

If a model recommends breaking both the law and cultural norms, imagine how it might answer other more sensitive questions about politics or religion? Indeed, researchers have even shown that some models have exhibited an anti-Muslim bias.

My modest test underlines the urgent need to develop an Arabic large language model that reflects local values.

The first step to building this is creating enough high-quality Arabic digitized data to properly train a new generation of models.

Although there are 400 million Arabic speakers, only an estimated 2 percent of online content is in Arabic. Meta’s open source LLM model Llama is overwhelmingly trained on English data, with Arabic comprising less than 0.1 percent of the data.

The lack of data naturally skews the results. To fix this dearth of data, either a visionary entrepreneur or a government-backed organization should collect, digitize and convert the many Arabic books into training data for Arabic models.

Once the data is gathered, it can be fed into the breakthrough pre-training process, which reads trillions of words and creates its own virtual concept space or model of the world. This concept space has been shown to be mostly in English and Chinese.

Adding a sizable number of texts in Arabic, which has enormous cultural output and significance, will make the concept space more knowledgeable about Arabic and more balanced in its concepts and views.

After such pre-training, the model needs to be fine-tuned by data and labels from the Arab world, which will align with the values of the region. Those are different from American models, which are aligned to US values, and Chinese models, which reflect Chinese values.

The collection of alignment data, the coordination of human labeling and the alignment process will need to be done in-region by AI experts.

A new Arabic-enhanced large language model could encourage entrepreneurs and developers to build new applications tailored to the needs of their nations.

Kai-fu Lee

Finally, safety modules will need to be added to ensure legal compliance and to avoid harm. These will also need to be developed locally.

The above steps will create localized, sovereign models that will reflect the traditions of the Middle East. Privately developed or government-backed, it could be the foundation for a new wave of Arabic AI innovation.

A new Arabic-enhanced large language model could encourage entrepreneurs and developers to build new applications tailored to the needs of their nations.

Imagine an AI tool that could find, summarize, organize and write insightful content, an AI teacher that makes learning fun and customized, an AI doctor that is more knowledgeable than any human, an AI engineer that can write software and applications, and an AI assistant that knows its owner better than the owner themselves.

The Arab world did not play a leading role in the PC, internet and mobile eras. In the AI era, it will be different.

This transformation is by no means an easy feat. It will require an unprecedented investment of money, energy and human capital.

Middle Eastern leaders like Saudi Crown Prince Mohammed bin Salman and others have shown that they have the vision, determination and resources to lead their countries into the future.

Standing on my hotel balcony in Jeddah recently, overlooking the King Abdullah University of Science and Technology, I saw part of that vision coming to fruition.

Universities such as KAUST and the Mohamed bin Zayed University of Artificial Intelligence in the UAE are striking examples of the resources that have already been poured into this transformation.

These world-class academic institutions can attract and retain the best top tier global talent.  It is especially important to bring in the world’s best computer engineers to help fulfill this vision of the future AI.

Our team at 01.AI has shown what a group of talented and motivated computer scientists can achieve in just one year. With the right commitment of resources and drawing upon the best talent, countries like Saudi Arabia can easily catch up with their global peers.

The Middle East can also lead the world in the use of renewables to run power-hungry generative AI models.

As it seeks to diversify its economy, Saudi Arabia is actively promoting the use of alternative energy sources such as solar, which could power server farms and reduce their carbon footprint — a growing concern as AI becomes more widespread.

It may take time for countries to figure out their strategy for building a sovereign AI. But it is critical for the Arab world to quickly catalyze the creation of culturally appropriate LLMs and build a rich ecosystem to allow AI-powered Arabic apps to blossom.

A recent encounter with a female sales assistant at a computer store in Riyadh served as an apt reminder of what is at stake. Dressed in jeans and sporting a tattoo, she was a reminder of the transformative changes that the country is undergoing.

Where are you from, I asked. “I’m Saudi,” she said. “One day I want to be Saudi Arabia’s Elon Musk.” I hope on my next visit she will pitch me a homegrown AI app.

Kai-Fu Lee is a computer scientist, CEO of 01.AI, chairman of Sinovation Ventures, former president of Google China, and author of “AI 2041” and “AI Superpowers”
 

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

Visit by American investors delegation to improve Pakistan-US ties— finance official

Visit by American investors delegation to improve Pakistan-US ties— finance official
Updated 2 min 53 sec ago
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Visit by American investors delegation to improve Pakistan-US ties— finance official

Visit by American investors delegation to improve Pakistan-US ties— finance official
  • US businessman Gentry Beach led delegation of American investors to Pakistan this week to explore investment in key sectors
  • International investors are seeing structural economic reforms in Pakistan, says Finance Minister’s Adviser Khurram Schehzad

ISLAMABAD: The visit by a high-level delegation of investors led by American businessperson to Pakistan this week will further improve ties between Washington and Islamabad, Adviser to Finance Minister Khurram Schehzad said this week, noting that its interest in the country’s key economic sectors has “great importance” for Pakistan. 

 A US business delegation led by Texas hedge fund manager Gentry Beach arrived in Pakistan for a two-day visit on Tuesday to explore business opportunities, particularly in sectors like mining and minerals, renewable energy, infrastructure development and technology.

Gentry held meetings with top Pakistani officials during his stay in Islamabad, saying that US could bring in technology to boost Pakistan’s oil and gas and other sectors, and that both countries can immensely benefit from improved ties. 

“Talking to a private TV channel, he [Schehzad] said that Pakistan and US trade relations have significant value, as Pakistan’s trade to US market is surplus,” the Finance Division said in a statement on Friday. 

“He said this US investors delegation visit to Pakistan will further improve ties between the two countries.”

Schehzad said the American delegation expressing interest in Pakistan’s key sectors including mining and minerals, renewable energy, infrastructure development and technology “has great importance for Pakistan.”

“Pakistan is in dire need of investment, and Pakistan has less investment to GDP ratio which we can raise 5-8 percent,” he said. 

Schehzad pointed out that Pakistan’s economic indicators were projecting a positive look, adding that interest rates and inflation had declined while the country’s currency had stabilized, and its foreign reserves had increased. 

“He said that investors are seeing structural reforms in Pakistan, adding that US investors delegation timely came in Pakistan, as smart and sharp investors go where they see changes so that they could get better return,” the Finance Division said. 

The American delegation’s visit this week came as cash-strapped Pakistan, desperate to escape a prolonged macroeconomic crisis, seeks investments from regional and other foreign allies to shore up its $350 billion economy. 

Pakistan in 2023 nearly defaulted on the payment of foreign debts when the International Monetary Fund rescued it by agreeing to a $3 billion bailout to Pakistan. 

Last year, Islamabad secured a new $7 billion loan deal from the IMF. Since then, the country’s economy has started improving with weekly inflation coming down from 27 percent in 2023 to 1.8 percent earlier this month. 

Ties between Islamabad and Washington, once close allies during the Cold War era and after the September 11, 2001 attacks, have remained strained in recent years. 

American officials suspected Pakistan supported the Afghan Taliban in regaining Kabul in August 2021 after 20 years of war, straining ties with Islamabad. Pakistan denies the allegations strongly.


Peace prospects look bleak in Myanmar as a civil war rages

Peace prospects look bleak in Myanmar as a civil war rages
Updated 7 min 21 sec ago
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Peace prospects look bleak in Myanmar as a civil war rages

Peace prospects look bleak in Myanmar as a civil war rages
  • Political situation remains tense with no negotiation space in sight between the military government and the major opposition groups
  • The UN Human Rights Office said the military ramped up violence against civilians last year to unprecedented levels

BANGKOK: Peace prospects look bleak in Myanmar as a civil war rages despite international pressure on the military four years after it seized power from an elected civilian government.
The political situation remains tense with no negotiation space in sight between the military government and the major opposition groups fighting against it.
The four years after the army’s takeover on Feb. 1, 2021, have created a profound situation of multiple, overlapping crises with nearly half the population in poverty and the economy in disarray, the UN Development Program said.
The UN Human Rights Office said the military ramped up violence against civilians last year to unprecedented levels, inflicting the heaviest civilian death toll since the army takeover as its grip on power eroded.
The army launched wave after wave of retaliatory airstrikes and artillery shelling on civilians and civilian populated areas, forced thousands of young people into military service, conducted arbitrary arrests and prosecutions, caused mass displacement, and denied access to humanitarians, even in the face of natural disasters, the rights office said in a statement Friday.
“After four years, it is deeply distressing to find that the situation on the ground for civilians is only getting worse by the day,” UN human rights chief Volker Turk said. “Even as the military’s power wanes, their atrocities and violence have expanded in scope and intensity,” he said, adding that the retaliatory nature of the attacks were designed to control, intimidate, and punish the population.
The United States, United Kingdom, European Union and others criticized the military takeover in a statement that also called for the release of ousted leader Aung San Suu Kyi and other political prisoners.
They said nearly 20 million people need humanitarian assistance and up to 3.5 million people are displaced internally, an increase of nearly 1 million in the last year. They also expressed concern about increased cross-border crime in Myanmar such as drug and human trafficking and online scam operations, which affect neighboring countries and risk broader instability.
“The current trajectory is not sustainable for Myanmar or the region,” the countries said in the joint statement that also included Australia, Canada, South Korea, New Zealand, Norway and Switzerland.
The status of the fighting
The military’s 2021 takeover prompted widespread public protests, whose violent suppression by security forces triggered an armed resistance that has now led to a state of civil war. Ethnic minority militias and people’s defense forces that support Myanmar’s main opposition control large parts of the country, while the military holds much of central Myanmar and big cities including the capital, Naypyidaw.
The Assistance Association for Political Prisoners, which keeps detailed tallies of arrests and casualties linked to the repression of the military government, said that at least 6,239 were killed and 28,444 were arrested since the takeover. The actual death toll is likely to be much higher since the group does not generally include deaths on the side of the military government and cannot easily verify cases in remote areas.
Aung Thu Nyein, director of communications for the Institute for Strategy and Policy-Myanmar think tank, told The Associated Press that Myanmar’s current situation is at its worst with peace and development being pushed back.
“What’s worse is that the sovereignty which ever-proclaimed by the military is losing, and the country’s borders could even shift,” Aung Thu Nyein said in a text message.
Myanmar’s army suffered unprecedented battlefield defeats over the past year, when a coalition of ethnic armed groups won victories in the northeast near the Chinese border and in the western state of Rakhine.
The ethnic rebels were able to quickly capture several towns, military bases and two important regional commands, and their offensive weakened the army’s grip in other parts of the country.
The ethnic minorities have been fighting for decades for greater autonomy from Myanmar’s central government and are loosely allied with the People’s Defense Force, the pro-democracy armed resistance formed after the army’s 2021 takeover.
The UN Human Rights Office and rights groups including Amnesty International also made rare allegations in recent statements that armed groups opposing the military have also committed human rights violations in areas under their control.
The status of election plans
In pursuit of a political solution, the military government is pushing for an election, which it has promised to hold this year. Critics say the election would not be free or fair as civil rights have been curtailed and many political opponents imprisoned and the election would be an attempt to normalize military control.
On Friday, the military government extended a state of emergency another six months because it said more time was needed to restore stability before the election, state-run MRTV television reported. No exact date for the polls was given.
Tom Andrews, a special rapporteur working with the UN human rights office, said it wasn’t possible to hold a legitimate election while arresting, detaining, torturing and executing leaders of the opposition and when it is illegal for journalists or citizens to criticize the military government.
“Governments should dismiss these plans for what they are – a fraud,” Tom Andrews said.


Saudi Arabia one of top global destinations favored by Pakistanis— travel app

Saudi Arabia one of top global destinations favored by Pakistanis— travel app
Updated 46 min 8 sec ago
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Saudi Arabia one of top global destinations favored by Pakistanis— travel app

Saudi Arabia one of top global destinations favored by Pakistanis— travel app
  • Kingdom one of top global destinations preferred by Pakistani travelers with 100 percent year-on-year growth, says travel app Wego
  • Thousands of Pakistanis travel to the Kingdom every year for religious tourism and to live and work in the country

KARACHI: Saudi Arabia remains one of the top international destinations preferred by Pakistani travelers with a 100 percent year-on-year growth observed, prominent travel mobile application Wego said this week, amid the Kingdom’s ambitious plans to boost its tourism potential in line with its Vision 2030 program. 

Saudi Arabia, home to Islam’s two holiest cities Makkah and Madinah, holds immense significance for millions of Muslims around the world, including Pakistanis. Thousands of Pakistanis travel to the Kingdom every year for religious tourism and to live and work in the Kingdom. 

Saudi Arabia’s tourism industry is growing at a rapid rate with the creation of mega-projects such as NEOM, a futuristic city on the Red Sea, and The Red Sea Project, which focuses on luxury and eco-tourism, expected to redefine global tourism standards.

Wego, which describes itself as a top travel app and the largest online travel marketplace in the Middle East and North Africa (MENA), announced the expansion of its Online Travel Agency (OTA) platform with its latest ‘Book on Wego’ function on Friday. 

“Domestic flight searches on Wego have risen by over 120 percent year-on-year, and Saudi Arabia continues to be one of the top international destinations favored by Pakistani travelers with over 100 percent YoY growth,” Dean Wicks, Wego’s chief flights officer, was quoted as saying by the platform’s public relations agency, Focus. 

The platform said that with its latest ‘Book on Wego’ function, travelers can book flights and hotels directly across all Wego apps, websites and platforms, eliminating the need for third-party redirects. 

“This enhancement delivers a seamless, localized booking experience tailored to the needs of Pakistani travelers,” the app said. 

“Wego’s commitment to Pakistan’s fast-growing travel industry ensures greater flexibility and choice, reinforcing its dedication to serving the local market.”

Wego announced it would also take part in the 2025 edition of the Pakistan Travel Mart (PTM), Pakistan’s pioneering & largest travel and tourism event, connecting regional and global stakeholders. 

“PTM 2025 provides the perfect platform for us to engage with the local travel community and drive the growth of Pakistan’s tourism sector,” Ubaidullah Sarwar, director Wego Pakistan, said. 

Saudi Arabia is also home to over two million Pakistani nationals, serving as the largest source of foreign workers’ remittances for the South Asian country.


Facing flak, Red Cross defends its role in Israel-Hamas war

Facing flak, Red Cross defends its role in Israel-Hamas war
Updated 01 February 2025
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Facing flak, Red Cross defends its role in Israel-Hamas war

Facing flak, Red Cross defends its role in Israel-Hamas war
  • The Geneva-based organization had been accused of not doing enough to help hostages in Gaza or Palestinian detainees in Israel
  • ICRC officials said the organization could only do so much as it is reliant on the goodwill of the belligerents

GENEVA: The Red Cross, accused of not doing enough to help hostages in Gaza or Palestinian detainees in Israel, has defended itself in a rare statement outlining the limits of its role.
Insisting on its neutrality, the International Committee of the Red Cross said the escalation of violence in Israel and the Palestinian territories has triggered “a proliferation of dehumanizing language and of false and misleading information about the ICRC and our work in the current conflict.”

In recent days, ICRC vehicles have facilitated the transfer of Palestinians out of Israeli detention, and hostages held in the Gaza Strip since Hamas’s attack in Israel on October 7, 2023.
But the transfer of hostages to the ICRC has been sharply criticized following chaotic scenes on Thursday as masked fighters from Hamas and Islamic Jihad, carrying automatic weapons, struggled to hold back a surging crowd.
ICRC officials “did nothing to interfere with this intimidating display of indignity and public humiliation,” Gerald Steinberg, president of the right-wing Israeli organization NGO Monitor, wrote in the Australian-based online magazine Quillette.
The ICRC said: “Ensuring the safety and security of the handover operations is the responsibility of the parties to the agreement.”
Furthermore, “Interfering with armed security personnel could compromise the safety of ICRC staff, and more importantly that of the hostages.”
The Geneva-based organization also said it had not given permission for “people carrying Hamas flags to get on top of our buses in Ramallah” during the release of Palestinian detainees, “nor did we have the capacity to prevent people from doing so.”

In late 2023, Israel’s then foreign minister Eli Cohen said the Red Cross had “no right to exist” if it did not visit the hostages in Gaza.
However, the organization is reliant on the goodwill of the belligerents.
“From day one, we have called for the immediate release of all the hostages, and for access to them,” it says.
In World War II, the ICRC visited prisoners of war but its mandate did not explicitly extend to civilians unless governments allowed it.
The ICRC acknowledges that during World War II, it “failed to speak out and more importantly act on behalf of the millions of people who suffered and perished in the death camps, especially the Jewish people targeted, persecuted, and murdered under the Nazi regime.”
In its statement, the ICRC reaffirmed that it was the “greatest failure” in the organization’s history, and said it unequivocally rejects anti-Semitism in all its forms.

The ICRC has been accused, particularly on social media, of not putting pressure on Israel to secure visits to Palestinian detainees since October 7, 2023, and also of not doing enough to help the wounded in the Gaza Strip.
The humanitarian organization says it has been actively engaging with the Israeli authorities “to allow for the resumption of ICRC visits and family contacts for these detainees.”
As for the wounded in Gaza, the ICRC said it had received requests to evacuate hospitals in the north, but could not regularly safely access the area due the “extremely difficult security situation — together with roads blocked and unreliable communications.”
Following the ceasefire between Israel and Hamas that came into effect on January 19, the ICRC, which already had 130 staff in Gaza, is deploying more personnel, including doctors.

In 1968, Leopold Boissier, a former ICRC president, noted that the criticism most frequently levelled at the organization “is the silence with which it surrounds some of its activities.”
Nearly 60 years later, the ICRC is facing similar accusations, notably since Russia’s full-scale invasion of Ukraine in February 2022, and the Israel-Hamas war in Gaza.
Founded in Geneva in 1863, the organization, which has more than 18,000 staff in over 90 countries, denies being “complicit” and says it establishes trust through “confidential dialogue with all parties to the conflict.”
“Our neutrality and impartiality are critical to our ability to operate in any context.”
 


Rwanda-backed rebels move deeper into eastern Congo as UN reports executions and rapes

Rwanda-backed rebels move deeper into eastern Congo as UN reports executions and rapes
Updated 01 February 2025
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Rwanda-backed rebels move deeper into eastern Congo as UN reports executions and rapes

Rwanda-backed rebels move deeper into eastern Congo as UN reports executions and rapes
  • UN spokesman says 700 people have been killed and 2,800 injured in fighting between DR Congo's army and M23 rebels in Goma and the vicinity
  • The Southern African regional bloc, of which Congo is a member, resolved Friday to maintain its peacekeeping force deployed in eastern Congo in 2023

GOMA, Congo: Rwanda-backed rebels were quickly expanding their presence in eastern Congo after capturing Goma, the region’s major city, the UN said Friday, also expressing concerns over executions it learned were carried out by the rebels following a major escalation of their yearslong rebellion.
UN spokesman Stephane Dujarric said the World Health Organization and its partners conducted an assessment with Congo’s government between Jan. 26-30 “and report that 700 people have been killed and 2,800 injured” in Goma and the vicinity.
“These numbers are expected to rise as more information becomes available,” he said.
The rebels were now about 60 kilometers (37 miles) from South Kivu’s provincial capital of Buakavu and “seem to be moving quite fast,” UN peacekeeping chief Jean-Pierre Lacroix said at a press briefing on Friday. M23 has captured several towns after seizing neighboring Goma, a humanitarian hub critical for many of the 6 million people displaced by the conflict.
The central African nation’s military has been weakened after it lost hundreds of personnel and foreign mercenaries surrendered to the rebels after the fall of Goma.
Goma’s capture has brought humanitarian operations to “a standstill, cutting off a vital lifeline for aid delivery across eastern (Congo),” said Rose Tchwenko, country director for Mercy Corps aid group in Congo. “The escalation of violence toward Bukavu raises fears of even greater displacement, while the breakdown of humanitarian access is leaving entire communities stranded without support.”
The Southern African regional bloc, of which Congo is a member, resolved Friday to maintain its peacekeeping force deployed in eastern Congo in 2023. The group’s chairman, Zimbabwe President Emmerson Mnangagwa, called for “bold” and “decisive steps” to boost the force’s capacity. At their meeting in Zimbabwe’s capital Harare, the 16-nation bloc also pledged to work toward a ceasefire.

Leaders of the Southern African Development Community, including chairman Emmerson Mnangagwa (center), pose for a photo ahead of the group's extraordinary summit in Harare, Zimbabwe, on January 31, 2025, to discuss the escalating conflict in the eastern DR Congo. (AFP)

At the United Nations, France circulated a draft Security Council resolution to all 15 members Friday urging a halt to the current offensive in eastern Congo, the withdrawal of “foreign elements,” and a resumption of talks to achieve a cessation of hostilities, France’s UN Ambassador Nicolas De Riviere said. He expressed hope it can be adopted soon.
The M23 group is the most potent of more than 100 armed groups vying for control in Congo’s mineral-rich east, which holds vast deposits critical to much of the world’s technology. They are backed by around 4,000 troops from neighboring Rwanda, according to UN experts, far more than in 2012 when they first captured Goma for days in a conflict driven by ethnic grievances.
Observers say that unlike the rebels’ first takeover in Congo, their withdrawal could be more difficult now.
The rebels have been emboldened by Rwanda, which feels Congo is ignoring its interests in the region and failed to meet demands of previous peace agreements, according to Murithi Mutiga, program director for Africa at the Crisis Group think tank. “Ultimately, this is a failure of African mediation (because) the warning signs were always there,” said Mutiga.
Executions, rape as human rights crisis worsens
UN human rights office spokesman Jeremy Laurence spoke at a briefing on Friday about the worsening human rights crisis in the aftermath of the rebellion, including bomb strikes on at least two internally displaced persons camps that killed an unspecified number of people.
“We have also documented summary executions of at least 12 people by M23” from Jan. 26-28, Laurence said, adding that the group has also occupied schools and hospitals in the province and are subjecting civilians to forced conscription and forced labor.
Congolese forces have also been accused of sexual violence as fighting rages on in the region, Laurence said.
“We are verifying reports that 52 women were raped by Congolese troops in South Kivu, including alleged reports of gang rape,” he said.
 

Members of the M23 armed group arrive in a pickup truck at the compound where residents gather for a protest against the Congolese government, expressing support for the M23 armed group in Goma on January 31, 2025. (AFP)

Rebels repelled as young people volunteer to fight
An attack by the rebels in Kalehe territory, about 140 kilometers (about 85 miles) from the South Kivu provincial capital, on Thursday was repelled by security forces, said Lt. Gen. Pacifique Masunzu, who commands a key military defense zone in South Kivu.
Congolese military bases in Bukavu were being emptied on Thursday to reinforce those along the way to the provincial capital, residents have told The Associated Press.

Dujarric, the UN spokesman, said the United Nations has about 1,200 international and national staff and dependents in Bukavu. “We’re moving some people out of there as a precaution,” he said.
Hundreds of young people on Friday registered as volunteers to join military training in the provincial capital, according to Gabriel Kasanji, a local administrative officer. This follows Congolese President Félix Tshisekedi’s call on Thursday for a mass military mobilization.
As he took office on Friday as the new governor of North Kivu, which includes Goma, Maj. Gen. Somo Kakule Evariste vowed to “move as soon as possible” to Goma to restore government control.
“This is not the time for speeches,” the general said. “The flame of resistance will never be extinguished.”
A devastated Goma grapples with occasional shooting and unexploded ordnance
In Goma, UN peacekeeping chief Lacroix said “the situation remains tense and volatile, with occasional shooting continuing within the city.”
Overall, calm is gradually being restored and water and electricity have been restored in much of Goma, but the airport remains closed and the runway unusable, he said.
The UN peacekeeping force in the city, known as MONUSCO, continues to grapple with unexploded ordnance that is “a very serious obstacle to freedom of movement,” Lacroix said.
“We are going to struggle until we restore democracy,” said Corneille Nangaa, one of the political leaders of M23. “From a failed state to a modern state.”