wef_technology_innovation_and_systemic_risk_2021-7f760f24c17eaab6.pdf

The report identifies six key themes of technology-driven systemic risk in financial services: digital interdependencies, shared model vulnerabilities, gaps in entity-based regulation, conflicting national priorities, emerging sources of influence, and new drivers of financial exclusion. It argues that traditional risk assessments based on an entity's 'size of book' are becoming less relevant than the 'size of its network'. The document proposes a shift toward forward-looking, data-driven risk prevention, including the use of AI, machine learning, and quantum computing, while emphasizing the need for multilateral cooperation and a shared risk taxonomy to address cross-border challenges and regulatory gaps.

• Traditional measures of systemic importance, such as the 'size of book' (total assets), are becoming less relevant than the 'size of network' due to the rise of digitally interconnected non-financial players like cloud providers.
• Digital interdependencies are increasing as financial services move toward modular technology stacks, leading to 'ripple events' that have increased by 20% annually since 2008, where incidents impact an average of 10 downstream entities.
• Unregulated or lightly regulated players, including Big Tech and Decentralized Finance (DeFi) models, contribute a disproportionate share of systemic risk because they often operate outside traditional regulatory perimeters.
• Conventional risk models relying on historical time-series data are often ineffective during unprecedented exogenous shocks, such as the COVID-19 pandemic, leading to an overreliance on deterministic outcomes.
• Conflicting national priorities and fragmented data privacy rules hinder the global fight against financial crime; for example, less than 1% of the estimated $1.6 trillion laundered globally each year is intercepted.
• While technology can promote inclusion, it also creates new drivers of financial exclusion, such as algorithmic biases in credit scoring and the 'digital divide' where over half the world's population lacks a smartphone.
• The report suggests that 'zero trust' architecture, which uses intelligent 'circuit breakers' to prevent lateral movement of threats, is a critical 'table stakes' mitigation for digital interdependencies.
• Future risk mitigation may rely on novel technologies such as Quantum Key Distribution (QKD) for secure communication and quantum-based Monte Carlo simulations for more accurate risk forecasting.
• To address regulatory gaps, the report proposes 'machine-readable regulations' and Digital Regulatory Reporting (DRR) platforms to enable real-time, automated oversight of financial activities.

APA

World Economic Forum (n.d.). wef_technology_innovation_and_systemic_risk_2021-7f760f24c17eaab6.pdf. https://www3.weforum.org/docs/WEF_Technology_Innovation_and_Systemic_Risk_2021.pdf

Chicago

World Economic Forum. wef_technology_innovation_and_systemic_risk_2021-7f760f24c17eaab6.pdf. n.d. https://www3.weforum.org/docs/WEF_Technology_Innovation_and_Systemic_Risk_2021.pdf.

Wikipedia

{{cite report |author=World Economic Forum |title=wef_technology_innovation_and_systemic_risk_2021-7f760f24c17eaab6.pdf |url=https://www3.weforum.org/docs/WEF_Technology_Innovation_and_Systemic_Risk_2021.pdf |access-date=23 October 2026 |via=Climate Insights Directory}}

BibTeX

@techreport{worldeconomicforumndweftechnologyinnovationandsystemicrisk20217f760f24c17eaab6pdf, author = {{World Economic Forum}}, title = {{wef\_technology\_innovation\_and\_systemic\_risk\_2021-7f760f24c17eaab6.pdf}}, institution = {World Economic Forum}, url = {https://www3.weforum.org/docs/WEF_Technology_Innovation_and_Systemic_Risk_2021.pdf}, urldate = {2026-10-23}, note = {Indexed by Climate Insights Directory} }