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Emerging Challenges of Generative AI in Finance

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Emerging Challenges of Generative AI in Finance

The financial services sector has long served as the proving ground for the application of emerging technologies. The current era of disruption is no exception to this history. Generative artificial intelligence (AI) represents the latest in this line of transformative technologies reshaping finance and banking, with applications for everything from enhancing consumer interactions to refining risk assessment models. Its influence is already pivotal in financial decision-making, yet generative AI introduces significant challenges. These encompass the risks of propagating incorrect financial information, exposing sensitive banking data to security breaches, and expanding the digital gulf between modern and developing economies.

Banks and financial institutions (FIs) are actively developing strategies to navigate these complexities, employing innovative approaches to mitigate the risks associated with generative AI integration. Moreover, the institution and expansion of regulatory guardrails are crucial for managing these challenges, ensuring that the deployment of generative AI in the financial sector is both safe and secure. The focus lies not only in recognizing — and harnessing — the potential of generative AI but also in emphasizing the importance of strategic and regulatory frameworks to fully capitalize on its capabilities.

Generative AI catalyzes the financial services shift to BaaS.

With the aid of generative AI, the financial industry has accelerated the adoption of banking as a service (BaaS) and embedded finance, marking a shift from planning to implementation. A recent report reveals a substantial increase in BaaS adoption across global financial institutions, rising to 48% from 35% in 2022. Similarly, embedded finance is witnessing significant growth, jumping by 8% in the past 12 months.

Generative AI is rapidly gaining traction in the financial sector, primarily as a tool to meet the rising demand for personalized customer services. However, its applications extend far beyond this usage to encompass critical areas like environmental, social and governance (ESG) and anti-money laundering (AML) initiatives. The global rise in implementation this year has rendered generative AI an instrumental technology in advancing key focus areas within financial services.

AI’s expansion in the U.K. financial sector introduces challenges.

Generative AI’s emergent role in financial services is significant, as approximately 90% of FIs in the United Kingdom were already employing predictive AI in back-office functions. Predictive AI in finance is largely used to forecast future events based on historical data, while generative AI creates new, synthetic data and insights with implications for financial modeling and analysis beyond existing patterns. More than 60% recognize the potential of generative AI to drive substantial cost reductions and operational improvements. Supporting this level of optimism will require a thorough reassessment of business models, workforce capabilities and the considerable resource demands of AI technologies, particularly in the context of supply chain sustainability.

In the highly regulated financial sector, caution prevails, with more than 70% of generative AI applications still in experimental stages. Achieving a return on investment depends on the quality of data and the technology’s seamless integration into existing frameworks, a process anticipated to take the average solution three to five years. At the confluence of predictive and generative AI is where transformative potential lies, yet it introduces new challenges like the now-infamous hallucinations and complexities that plague external model sourcing. Despite these hurdles, 60% of U.K. institutions feel equipped within their current risk management strategies to accommodate generative AI.

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Finance

NDSU College of Business launches Center for Banking and Finance

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NDSU College of Business launches Center for Banking and Finance

FARGO, N.D. – North Dakota State University’s College of Business has launched the Center for Banking and Finance, a new academic and industry‑engaged hub designed to prepare students for careers in banking and finance while supporting the evolving workforce needs of the region’s financial industry, a release states.

Announced during a press conference at NDSU’s Louise Auditorium at Barry Hall, the center brings together students, faculty and industry partners to expand experiential learning opportunities, strengthen connections to employers, and address emerging trends shaping the financial services industry. The center is housed within NDSU’s College of Business and builds on growing student interest in finance‑related programs.

“The Center for Banking and Finance reflects NDSU’s responsibility as a student‑focused, land‑grant, research university to respond to workforce and economic needs across our state and region,” said Interim President Rick Berg. “By connecting education, industry, and community, this center helps ensure our graduates are prepared to contribute on day one and throughout their careers.”

The center will support undergraduate and graduate students through hands‑on learning experiences, exposure to financial tools and technologies, and direct engagement with financial institutions, regulators and business leaders. It will also serve professionals already working in banking and finance through workshops, training and research‑informed programming aligned with business needs, according to the release.

“The Center for Banking and Finance is about momentum — students who are eager to learn, faculty who are pushing applied scholarship forward, and industry partners who want to shape the future workforce,” said Kathryn Birkeland, Ronald and Kaye Olson dean of the NDSU College of Business. “When education and industry move together, everyone benefits.”

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The launch of the Center for Banking and Finance coincides with a series of regional events focused on finance, fintech and economic outlook, including programming with the Bank of North Dakota, the Federal Reserve Bank of Minneapolis and regional business leaders. Together, these events underscore the Fargo‑Moorhead area’s role as a hub for financial dialogue, talent development and economic collaboration.

The center’s foundational banking partners include Dacotah Bank, Gate City Bank, Bell Bank and Western State Bank, who attended the launch and are helping shape early student experiences and industry-informed programming.

The center is led by Mark Jensen, a career banker and longtime adjunct instructor who joined NDSU full-time in 2026 as director of the Center for Banking and Finance.

“The Center for Banking and Finance is designed as a bridge,” Jensen said. “It brings industry into the learning experience in meaningful ways, and it gives students clearer pathways into a wide range of banking and finance careers.”

For students, the center represents a more direct bridge between academic study and professional opportunity.

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“As a finance student, experiences outside the classroom make a real difference,” said Tavian Nelson, a senior at NDSU majoring in finance. “Going into college, I knew I wanted to be involved in the finance program but was unsure of what that would look like once I graduated. The school has truly shaped my desired career outcomes with many hands-on experiences, professional leaders, and connections throughout my time here. This center will truly strengthen these experiences for students.”

Initially, the center will focus on experiential learning opportunities, business partnerships and workforce‑aligned programming, with plans to expand offerings as partnerships and resources grow. The center is supported through external funding and business engagement.

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Iran war could trigger financial systemic stress, ECB vice president warns

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Iran war could trigger financial systemic stress, ECB vice president warns

FRANKFURT, March 26 (Reuters) – Euro zone banks have limited direct exposure to the war in the Middle East, but the conflict ‌could still generate systemic stress given interconnected vulnerabilities, European Central ‌Bank Vice President Luis de Guindos said on Thursday.

Financial markets have come under stress ​in recent weeks from the impact of the U.S. and Israeli war on Iran, but the selloff outside the Middle East has been limited, even as some assets remain overvalued.

“Spillovers to the euro area financial sector have ‌so far remained contained,” ⁠de Guindos said in a speech. “Direct bank exposures to the region are limited, and the banking system is well ⁠positioned with strong profitability and robust capital and liquidity buffers.”

De Guindos argued that even market infrastructure operators, like central counterparties whose services include energy markets, ​have managed ​margin requirements effectively, despite the volatility.

Still, ​there was a broader risk, ‌given interconnections in the financial system, said de Guindos, whose roles at the ECB include monitoring financial stability.

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“Amid already elevated global uncertainty, this conflict could trigger the unravelling of interconnected vulnerabilities and cause systemic stress,” he said.

The conflict threatens to derail market sentiment at a time when ‌asset valuations are high, potentially leading to ​a sharp repricing of risk for leveraged ​borrowers and sovereigns while amplifying ​stress in the non-bank financial sector, he said.

On the ‌ECB’s core mandate of ensuring low ​inflation, de Guindos ​repeated the bank’s warning that inflation could rise and growth slow on the conflict but argued more time was needed to understand ​the full impact.

“We are ‌unwavering in our commitment to ensuring that inflation stabilises at ​our 2% target in the medium term,” he said.

(Reporting by ​Balazs Koranyi; Editing by Toby Chopra)

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Ontario must prepare for ‘tougher times’ ahead, finance minister says before budget

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Ontario must prepare for ‘tougher times’ ahead, finance minister says before budget

TORONTO — Ontario should be prepared for “tougher times” amid global economic disruption, but the government won’t slash public sector jobs to buttress the budget amid uncertainty, the finance minister is signalling ahead of Thursday’s fiscal update.

Other provinces have recently braced against the economic headwinds by forecasting record deficits, raising taxes and cutting front-line jobs, but that will not be Ontario’s approach, Peter Bethlenfalvy says.

“The world has changed — and Ontario must be ready for what change may bring, even if that means being prepared for tougher times,” he said in a pre-budget speech earlier this month.

“As a government, we cannot eliminate uncertainty, but we can mitigate risks with a responsible, balanced fiscal approach that supports public services and infrastructure while maintaining flexibility.”

In that speech, he twice mentioned delivering government programs “efficiently and sustainably,” words that are sometimes used by politicians to signal belt tightening.

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“I think it reflects the fact that we’ve got to make sure that the money, the significant investments we’re making in social services, health care, education, gets to the workers who are providing, whether it’s a social worker or a health-care worker or a teacher, and making sure all the money just doesn’t flow to administration,” he said Wednesday in an interview.

Ontario has already tasked hospitals with coming up with a three-year plan to balance their budgets, in a bid to get a handle on growing deficits in the sector, using an assumption of getting two per cent annual funding increases. That is half of the increase they received the previous year.

Some hospitals have already started making some “lower risk” cuts under that plan, the Ontario Hospital Association has said. The province would need to add about $2.7 billion to meet the full operating needs of the hospital sector, the association has said.

The province’s deficit, in the most recent fiscal update earlier this year, stood at $13.4 billion. Bethlenfalvy has been silent on whether the path to balance remains the same as his plan in last year’s budget to get into the black in 2027-28.

Balance, however, has been a moving target. The 2027-28 goal is a year later than Bethlenfalvy projected in the 2024 budget, which itself was a year later than he projected in the 2023 budget.

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Ontario’s books are in a relatively good position to be able to stay on the province’s path to balance and lower the net-debt-to-GDP ratio, as long as it doesn’t use fiscal breathing room to announce new spending commitments, according to a budget preview from Desjardins.

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