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AIUC, a startup creating insurance for AI agents, emerges from stealth with $15 million seed

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Today, the Artificial Intelligence Underwriting Company (AIUC) is emerging from stealth with a $15 million seed round led by Nat Friedman at NFDG, with participation from Emergence, Terrain, and notable angels including Anthropic cofounder Ben Mann and former CISOs from Google Cloud and MongoDB. The company’s goal? Build the insurance, audit, and certification infrastructure needed to bring AI agents safely into the enterprise world.

That’s right: Insurance policies for AI agents. AIUC cofounder and CEO Rune Kvist says that insurance for agents—that is, autonomous AI systems capable of making decisions and taking action without constant human oversight—is about to be big business. Previously the first product and go-to-market hire at Anthropic in 2022, Kvist’s founding team also includes CTO Brandon Wang, a Thiel Fellow who previously founded a consumer underwriting business, and Rajiv Dattani a former McKinsey partner who led work in the global insurance sector, and was COO of METR, a research non-profit that evaluated OpenAI and Anthropic’s models before deployment.

Creating financial incentives to reduce risk of AI agent adoption

At the heart of AIUC’s approach is a new risk and safety framework called AIUC-1, designed specifically for AI agents. It pulls together existing standards like the NIST AI Risk Management Framework, the EU AI Act, and MITRE’s ATLAS threat model—then layers on auditable, agent-specific safeguards. The idea is simple: make it easy for enterprises to adopt AI agents with the same kind of trust signals they expect in cloud security or data privacy.

“The important thing about insurance is that it creates financial incentives to reduce the risk,” Kvist told Fortune. “That means that we’re going to be tracking, where does it go wrong, what are the problems you’re solving. And insurers can often enforce that you do take certain steps in order to get certified.” 

While there other startups also currently working on AI insurance products, Kvist said none are building the kind of agent standard that prevents risks like AIUC-1. “Insurance & standards go hand-in-hand to create confidence around AI adoption,” he said. 

“AIUC-1 creates a standard for AI adoption,” said John Bautista, partner at law firm Orrick and who helped create the standard. “As businesses enter a brave new world of AI, there’s a ton of legal ambiguities that hold up adoption. With new laws and frameworks constantly emerging, companies need one clear standard that pulls it all together and makes adoption massively simple,” he said.

A need for independent vendors

The story of American progress, he added, is also a story of insurance. Benjamin Franklin founded the country’s first mutual fire insurance company in response to devastating house fires. In the 20th century, specialized players like UL Labs emerged from the insurance industry to test the safety of electric appliances. Car insurers built crash-test standards that gave birth to the modern auto industry.

AIUC is betting that history is about to repeat. “It’s not Toyota that does the car crash testing, it’s independent bodies.” Kvist pointed out. “I think there’s a need for an independent ecosystem of companies that are answering [the question], can we trust these AI agents?” 

To make that happen, AIUC will offer a trifecta: standards, audits, and liability coverage. The AIUC-1 framework creates a technical and operational baseline. Independent audits test real-world performance—by trying to get agents to fail, hallucinate, leak data, or act dangerously. And insurance policies cover customers and vendors in the event an agent causes harm, with pricing that reflects how safe the system is.

If an AI sales agent accidentally exposes customer personally identifiable information, for example, or if an AI assistant in finance fabricates a policy or misquotes tax information, this type of insurance policy could cover the fallout. The financial incentive, Kvist explained, is the point. Just like consumers get a better car insurance rate for having airbags and anti-lock brakes, AI systems that pass the AIUC-1 audit could get better terms on insurance, in Kvist’s view. That pushes AI vendors toward better practices, faster—and gives enterprises a concrete reason to adopt sooner, before their competitors do.

Using insurance to align incentives

AIUC’s view is that the market, not just government, can drive responsible development. Top-down regulation is “hard to get right,” said Kvist. But leaving it all to companies like OpenAI, Anthropic and Google doesn’t work either—voluntary safety commitments are already being walked back.  Insurance creates a third way to align incentives and evolves with the technology, he explained. 

Kvist likens AIUC-1 to SOC-2, the security certification standard that gave startups a way to signal trust to enterprise buyers. He imagines a world in which AI agent liability insurance becomes as common—and necessary—as cyber insurance is today, predicting a $500 billion market by 2030, eclipsing even cyber insurance. 

AIUC is already working with several enterprise customers and insurance partners (AIUC said it could disclose the names yet), and is moving quickly to become the industry benchmark for AI agent safety. 

Investors like Nat Friedman agree. As the former CEO of GitHub, Friedman saw the trust issues firsthand when launching GitHub Copilot. “All his customers were wary of adopting it,” Kvist recalls. “There were all these IP risks.” As a result, Friedman had been looking for an AI insurance startup for a couple of years. After a 90-minute pitch meeting, he said he wanted to invest—which he did, in a seed round in June, before Friedman moved to join Alexandr Wang at Mark Zuckerberg’s new Meta Superintelligence Labs. 

In a few years, said Kvist, insuring AI agents will be mainstream. “These agents are making a much bigger promise, which is ‘we’re going to do the work for you,’” he said. “We think the liability becomes much bigger, and therefore the interest is much bigger.” 



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Attacker who killed US troops in Syria was a recent recruit to security forces

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A man who carried out an attack in Syria that killed three U.S. citizens had joined Syria’s internal security forces as a base security guard two months earlier and was recently reassigned amid suspicions that he might be affiliated with the Islamic State group, a Syrian official told The Associated Press Sunday.

The attack Saturday in the Syrian desert near the historic city of Palmyra killed two U.S. service members and one American civilian and wounded three others. It also wounded three members of the Syrian security forces who clashed with the gunman, interior ministry spokesperson Nour al-Din al-Baba said.

Al-Baba said that Syria’s new authorities had faced shortages in security personnel and had to recruit rapidly after the unexpected success of a rebel offensive last year that intended to capture the northern city of Aleppo but ended up overthrowing the government of former President Bashar Assad.

“We were shocked that in 11 days we took all of Syria and that put a huge responsibility in front of us from the security and administration sides,” he said.

The attacker was among 5,000 members who recently joined a new division in the internal security forces formed in the desert region known as the Badiya, one of the places where remnants of the Islamic State extremist group have remained active.

Attacker had raised suspicions

Al-Baba said the internal security forces’ leadership had recently become suspicious that there was an infiltrator leaking information to IS and began evaluating all members in the Badiya area.

The probe raised suspicions last week about the man who later carried out the attack, but officials decided to continue monitoring him for a few days to try to determine if he was an active member of IS and to identify the network he was communicating with if so, al-Baba said. He did not name the attacker.

At the same time, as a “precautionary measure,” he said, the man was reassigned to guard equipment at the base at a location where he would be farther from the leadership and from any patrols by U.S.-led coalition forces.

On Saturday, the man stormed a meeting between U.S. and Syrian security officials who were having lunch together and opened fire after clashing with Syrian guards, al-Baba said. The attacker was shot and killed at the scene.

Al-Baba acknowledged that the incident was “a major security breach” but said that in the year since Assad’s fall “there have been many more successes than failures” by security forces.

In the wake of the shooting, he said, the Syrian army and internal security forces “launched wide-ranging sweeps of the Badiya region” and broke up a number of alleged IS cells. The interior ministry said in a statement later that five suspects were arrested in the city of Palmyra.

A delicate partnership

The incident comes at a delicate time as the U.S. military is expanding its cooperation with Syrian security forces.

The U.S. has had forces on the ground in Syria for over a decade, with a stated mission of fighting IS, with about 900 troops present there today.

Before Assad’s ouster, Washington had no diplomatic relations with Damascus and the U.S. military did not work directly with the Syrian army. Its main partner at the time was the Kurdish-led Syrian Democratic Forces in the country’s northeast.

That has changed over the past year. Ties have warmed between the administrations of U.S. President Donald Trump and Syrian interim President Ahmad al-Sharaa, the former leader of an Islamist insurgent group Hayat Tahrir al-Sham that used to be listed by Washington as a terrorist organization.

In November, al-Sharaa became the first Syrian president to visit Washington since the country’s independence in 1946. During his visit, Syria announced its entry into the global coalition against the Islamic State, joining 89 other countries that have committed to combating the group.

U.S. officials have vowed retaliation against IS for the attack but have not publicly commented on the fact that the shooter was a member of the Syrian security forces.

Critics of the new Syrian authorities have pointed to Saturday’s attack as evidence that the security forces are deeply infiltrated by IS and are an unreliable partner.

Mouaz Moustafa, executive director of the Syrian Emergency Task Force, an advocacy group that seeks to build closer relations between Washington and Damascus, said that is unfair.

Despite both having Islamist roots, HTS and IS were enemies and often clashed over the past decade.

Among former members of HTS and allied groups, Moustafa, said, “It’s a fact that even those who carry the most fundamentalist of beliefs, the most conservative within the fighters, have a vehement hatred of ISIS.”

“The coalition between the United States and Syria is the most important partnership in the global fight against ISIS because only Syria has the expertise and experience to deal with this,” he said.

Later Sunday, Syria’s state-run news agency SANA reported that four members of the internal security forces were killed and a fifth was wounded after gunmen opened fire on them in the city of Maarat al-Numan in Idlib province.

It was not immediately clear who the gunmen were or whether the attack was linked to the Saturday’s shooting.



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AIIB’s first president defends China as ‘responsible stakeholder’ in less multilateral world

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When China wanted to set up its answer to the World Bank, it picked Jin Liqun—a veteran financier with experience at the World Bank, the Asian Development Bank, China’s ministry of finance and the China Investment Corporation, the country’s sovereign wealth fund—to design it. Since 2014, Jin has been the force behind the Asian Infrastructure Investment Bank, including a decade as its first president, starting in 2016. 

Jin’s decade-long tenure comes to an end on January 16, when he will hand over the president’s chair to Zou Jiayi, a former vice minister of finance. When Jin took over the AIIB ten years ago, the world was still mostly on a path to further globalization and economic integration, and the U.S. and China were competitors, not rivals. The world is different now: Protectionism is back, countries are ditching multilateralism, and the U.S. and China are at loggerheads. 

The AIIB has largely managed to keep its over-100 members, which includes many countries that are either close allies to the U.S.—like Germany, France and the U.K.—or have longstanding tensions with Beijing, like India and the Philippines.

But can the AIIB—which boasts China as its largest shareholder, and is closely tied to Beijing’s drive to be seen as a “responsible stakeholder”—remain neutral in a more polarized international environment? And can multilateralism survive with an “America First” administration in Washington?

After his decades working for multilateral organizations—the World Bank, the ADB, and now the AIIB—Jin remains a fan of multilateralism and is bullish on the prospects for global governance.

“I find it very hard to understand that you can go alone,” Jin tells Fortune in an interview. “If one of those countries is going to work with China, and then China would have negotiations with this country on trade, cross-border investment, and so on—how can they negotiate something without understanding the basics, without following the generally accepted rules?”

“Multilateralism is something you could never escape.”

Why did China set up the AIIB?

Beijing set up the Asian Infrastructure Investment Bank almost a decade ago, on Jan. 16, 2016. The bank grew from the aftermath of the Global Financial Crisis, when Chinese officials considered how best to use the country’s growing foreign exchange reserves. Beijing was also grumbling about its perceived lack of influence in major global economic institutions, like the International Monetary Fund and the World Bank, despite becoming one of the world’s most important economies.

With $66 billion in assets (according to its most recent financial statements), the Asian Infrastructure Investment Bank is smaller than its U.S.-led peers, the World Bank (with $411 billion in assets) and the Asian Development Bank (with $130 billion). But the AIIB was designed to be China’s first to design its own institutions for global governance and mark its name as a leader in development finance.

Negotiations to establish the bank started in earnest in 2014, as several Asian economies like India and Indonesia chose to join the new institution as members. Then, in early 2015, the U.K. made the shocking decision to join the AIIB as well; several other Western countries, like France, Germany, Australia, and Canada, followed suit.

Two major economies stood out in abstaining. The U.S., then under the Obama administration, chose not to join the AIIB, citing concerns about its ability to meet “high standards” around governance and environmental safeguards. Japan, the U.S.’s closest security ally in East Asia, also declined, ostensibly due to concerns about human rights, environmental protection, and debt.

“They chose not to join, but we don’t mind.” Jin says. “We still keep a very close working relationship with U.S. financial institutions and regulatory bodies, as well as Japanese companies.” He sees this relationship as proof of the AIIB’s neutral and apolitical nature.

Still, Beijing set up the AIIB after years of being lobbied by U.S. officials to become a “responsible stakeholder,” when then-U.S. Secretary of State Robert Zoellick defined in 2005 as countries that “recognize that the international system sustains their peaceful prosperity, so they work to sustain that system.”

Two decades later, U.S. officials see China’s presence in global governance as a threat, fearing that Beijing is now trying to twist international institutions to suit its own interests. 

Jin shrugs off these criticisms. “China is now, I think, the No. 2 contributor to the United Nations, and one of the biggest contributors to the World Bank and the Asian Development Bank” (ADB), Jin says. “Yet the per capita GDP for China is still quite lower than a number of countries. That, in my view, is an indication of its assumption of responsibility.”

And now, with several countries withdrawing from global governance, Jin thinks those lecturing China on being responsible are being hypocritical. “When anybody tells someone else ‘you should be a responsible member’, you should ask yourself whether I am, myself, a responsible man. You can’t say, ‘you’ve got to be a good guy.’ Do you think you are a good guy yourself?” he says, chuckling.

Why does China care about infrastructure?

From its inception, Beijing tried to differentiate the AIIB from the World Bank and the ADB through its focus on infrastructure. Jin credits infrastructure investment for laying part of the groundwork for China’s later economic boom.

“In 1980, China didn’t have any expressways, no electrified railways, no modern airports, nothing in terms of so-called modern infrastructure,” Jin says. “Yet by 1995, China’s economy started to take off. From 1995, other sectors—manufacturing, processing—mushroomed because of basic infrastructure.”

Still, Jin doesn’t see the AIIB as a competitor to the World Bank and the ADB, saying he’s “deeply attached” to both banks due to his time serving in both. “Those two institutions have been tremendous for Asian countries and many others around the world. But time moves forward, and we need something new to deal with new challenges, do projects more cost-effectively, and be more responsive.”

Jin is particularly eager to defend one particular institutional choice: the AIIB’s decision to have a non-resident board, with directors who don’t reside in the bank’s headquarters of Beijing. (Commentators, at the time of the bank’s inception, were concerned that a non-resident board would reduce transparency, and limit the ability of board directors to stay informed.)

“In order for management to be held accountable, in order for the board to have the real authoritative power to supervise and guide the management, the board should be hands-off. If the board makes decisions on policies and approves specific projects, the management will have no responsibility,” he says.

Jin says it was a lesson learned from the private sector. “The real owners, the board members, understand they should not interfere with the routine management of the institution, because only in so doing can they hold management responsible.”

“If the CEO is doing a good job, they can go on. If they are not doing a good job, kick them out.”

What does Jin Liqun plan to do next?

Jin Liqun was born in 1949, just a few months before the official establishment of the People’s Republic of China. He was sent to the countryside during the Cultural Revolution, and spent a decade first as a farmer, and eventually a teacher. He returned to higher education in 1978, getting a master’s in English Literature from Beijing Foreign Studies University.

From there, he made his way through an array of Chinese and international financial institutions: the World Bank, the Asian Development Bank, China’s Ministry of Finance, the China International Capital Corporation, and, eventually, the China Investment Corporation, the country’s sovereign wealth fund.

In 2014, Jin was put in charge of the body set up to create the AIIB. Then, in 2016, he was elected the AIIB’s first-ever president.

“Geopolitical tensions are just like the wind or the waves on the ocean. They’ll push you a little bit here and there,” Jin says. “But we have to navigate this rough and tumble in a way where we wouldn’t deviate from our neutrality and apolitical nature.” 

He admits “the sea was never calm” in his decade in office. U.S. President Donald Trump’s election in 2016 intensified U.S.-China competition, with Washington now seeing China’s involvement in global governance as a threat to U.S. power. 

Other countries have also rethought their membership in the AIIB: Canada suspended its membership in 2023 after a former Canadian AIIB director raised allegations of Chinese Communist Party influence among leadership. (The AIIB called the accusations “baseless and disappointing”). China is also the AIIB’s largest shareholder, holding around 26% of voting shares; by comparison, the U.S. holds about 16% of the World Bank’s voting shares.

Still, several countries that have tense relations with China, like India and the Philippines, have maintained their ties with the AIIB. “We managed to overcome a lot of difficulty which arose from disputes between some of our members, and we managed to overcome some difficulty arising from conflicts around the world,” he said.

“Staff of different nationalities did not become enemies because their governments were having problems with each other. We never had this kind of problem.”



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JetBlue flight near Venezuela avoids midair collision with U.S. Air Force tanker

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A JetBlue flight from the small Caribbean nation of Curaçao halted its ascent to avoid colliding with a U.S. Air Force refueling tanker on Friday, and the pilot blamed the military plane for crossing his path.

“We almost had a midair collision up here,” the JetBlue pilot said, according to a recording of his conversation with air traffic control. “They passed directly in our flight path. … They don’t have their transponder turned on, it’s outrageous.”

The incident involved JetBlue Flight 1112 from Curaçao, which is just off the coast of Venezuela, en route to New York City’s JFK airport. It comes as the U.S. military has stepped up its drug interdiction activities in the Caribbean and is also seeking to increase pressure on Venezuela’s government.

“We just had traffic pass directly in front of us within 5 miles of us — maybe 2 or 3 miles — but it was an air-to air-refueler from the United States Air Force and he was at our altitude,” the pilot said. “We had to stop our climb.” The pilot said the Air Force plane then headed into Venezuelan air space.

Derek Dombrowski, a spokesman for JetBlue, said Sunday: “We have reported this incident to federal authorities and will participate in any investigation.” He added, “Our crewmembers are trained on proper procedures for various flight situations, and we appreciate our crew for promptly reporting this situation to our leadership team.”

The Pentagon referred The Associated Press to the Air Force for comment. The Air Force didn’t immediately respond to a request for comment.

The Federal Aviation Administration last month issued a warning to U.S. aircraft urging them to “exercise caution” when in Venezuelan airspace, “due to the worsening security situation and heightened military activity in or around Venezuela.”

According to the air traffic recording, the controller responded to the pilot, “It has been outrageous with the unidentified aircraft within our air.”

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