T he 2023 crisis episode, although limited in scale, continues to attract the attention of regula-tors. In May 2026, the General Manager of the Bank for International Settlements (BIS) devoted a separate speech to it, formulating a conclusion that might sound surprising: the bank failures occurred despite the banks having met capital and liquidity requirements. The source of the problems lay in qualitative factors — weak management, insufficient risk culture, un-sustainable business models.
The 2023 Crisis Episode
In the first two quarters of 2023, two separately classified crisis events took place. The first of these was the problems of Credit Suisse, which ultimately led to the controlled takeover of the bank by UBS. This case is analyzed primarily from the perspective of the effectiveness of the regulations implemented after the 2008 crisis in the area of restructuring methods and orderly liquidation (the resolution mechanism) at a moment of crisis, for a financial institution of sig-nificant systemic importance. The Credit Suisse case, although interesting and deserving of a more in-depth description, will not be the subject of this paper. In this study, I will focus on the second crisis episode of 2023: the crisis of regional bank failures in the United States. These events, despite the small scope of their occurrence, seem to give a better picture of today's integrated crisis mechanisms.
Silicon Valley Bank (SVB), headquartered in Santa Clara, California, specialized in provid-ing private and commercial banking services for the venture capital industry. At the end of 2022, it had total assets of approximately USD 209 billion, which, after the raising of the regu-latory subject-matter thresholds in 2018 (above USD 250 billion), did not qualify the bank for the category of institutions subject to Enhanced Prudential Standards (EPS). During the peri-od of strong growth, in the years of the technology boom (2020-2021), there was an enormous inflow of deposits into the bank, which it placed in long-term treasury bonds. The significant increase in interest rates that took place in 2022, however, caused a decline in the yield of these securities relative to newly issued instruments on the market, which forced a reduction in the value of the bonds held by SVB. Initially, however, the loss in asset value was not dis-closed by the bank. Meanwhile, liquidity problems arose, and in order to raise cash, the bank had to sell the bonds, and the loss, previously invisible to the market, became real. On March 8, 2023, SVB sent two communications to the market: the sale of bonds at a loss of USD 1.8 billion, and simultaneously information about the issuance of new shares in order to raise capi-tal. Both indicated the bank's financial problems. The bank's depositors were primarily tech-nology companies and VC funds — entities that understand market signals perfectly well. By the end of the day on March 9, almost 30% (USD 40 billion) of deposits had been withdrawn, and another USD 100 billion was expected to be withdrawn the following day. On March 10, the California Department of Financial Protection and Innovation (CADFPI) closed SVB and appointed the FDIC as receiver of the bankruptcy estate. The first steps of the bank's restruc-turing process were initiated, but the pace of the deposit outflow made it impossible to find potential buyers for the institution before its failure.
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DownloadThe further course of events was a classic contagion problem, following the loss of confi-dence in the banking sector. Over the weekend of March 11-12, depositors began massively withdrawing funds held in accounts at another bank: Signature Bank (total assets of USD 110 billion). On Sunday, March 12, regulators, alarmed by the turn of events, preventively closed the bank. At the same time, a decision was made, with respect to both banks, to adopt a sys-temic risk determination (pursuant to the Federal Deposit Insurance Act). The adoption of such a determination for these events enabled the FDIC to extend deposit insurance protection for deposits held at both banks and to establish two bridge banks, which could be used to facil-itate the orderly liquidation of both institutions. The FDIC subsequently carried out a sales process for both banks, divesting practically all deposits and selected loan portfolios of Signa-ture Bank within a week, and all deposits and loans of SVB within two weeks. In both cases, the institutions could now fail: shareholders lost their investments, unsecured creditors bore losses, and the boards and senior management of both banks were removed. Ultimately, as stated in the supervisory document referring to the events of 2023 (FSB, 2023), all losses re-sulting from both failures were covered by the banking sector. This means that the costs of the crisis were not transferred to taxpayers (there was no need to apply bail-outs), and thus did not spill over beyond the area where the crisis was triggered.
At the moment of SVB's failure, contagion effects began to spread to other American re-gional banks, including First Republic Bank — a bank headquartered in San Francisco, with a balance sheet total of approximately USD 230 billion, focused on banking services for wealthy individual clients.
Ultimately, on May 1, 2023, First Republic Bank was closed. In the case of this bank, no decision was made to designate this event as systemic risk. On the same day, however, an agreement was signed for the acquisition of the bank by JPMorgan Chase (JPMC), under which JPMC took over all deposits and practically all assets of First Republic Bank for USD 10.6 billion. Almost immediately, First Republic Bank's operations were re-sumed as JPMC branches. All depositors of First Republic Bank became depositors of JPMC.
Table 1: Course of the 2023 Crisis Episode
| Event Date | Event Description |
|---|---|
| March 8, 2023 | Announcement by Silicon Valley Bank of the sale of bonds at a loss and the issuance of shares. |
| March 10, 2023 | Silicon Valley Bank was closed. |
| March 12, 2023 | Signature Bank was closed. |
| May 1, 2023 | First Republic Bank was acquired by JPMorgan Chase Bank. |
| July 28, 2023 | Heartland Tri-State Bank was closed. |
| November 3, 2023 | Citizens Bank in Sac City (Iowa) failed. |
Source: own elaboration based on Acharya et al. (2024)
Causes of the 2023 Crisis and Post-Crisis Conclusions
The Financial Stability Board, in its report on the 2023 crisis (FSB, 2023), identified the main causes of these events in unrealized losses resulting from concentrated bond exposures and in the mismatch of liquidity and maturities during a period of significant monetary policy tight-ening. This, in turn, combined with a high share of concentrated uninsured deposits and the influence of social media, led to a bank run.
The Fed, in its report (Barr, 2023) concerning Silicon Valley Bank, stated that SVB failed due to a textbook case of poor management by the bank. According to the authors of the re-port, the bank's management did not manage basic interest rate risk and liquidity risk. SVB was a firm highly vulnerable to threats, with widespread management weaknesses, a highly concentrated business model, and dependence on uninsured deposits. The supervisors, accord-ing to the authors, did not fully appreciate the scale of the vulnerability as SVB grew, which was probably due to the weakening of supervisory standards (the EGRRCPA act, 2018), in-cluding, above all, the raising of the subject-matter threshold for financial institutions (SVB, Signature Bank, and First Republic Bank had assets below USD 250 billion, and were therefore not covered by the highest prudential standard). Once the supervisors had already identified the weaknesses, they nevertheless did not take sufficient steps aimed at remedying the bank's situation.
At the end of May of this year, the General Manager of the BIS published a speech (Her-nández de Cos, 2026), in which the regulator's latest reflections concerning the 2023 crisis epi-sode were formulated. These events, according to the author, constitute critical lessons for the entire supervisory process. Bank failures, as well as other events close to failure, occurred de-spite the banks meeting capital requirements, as well as, in some cases, liquidity requirements. The main causes of the crisis were thus qualitative in nature, among which one can include weak management of the financial institution, insufficient risk management, and unsustainable business models. The blame for this state of affairs, as the General Manager of the BIS writes, lies with supervision itself, which was unable to identify such qualitative gaps. The response to this should therefore be the development of appropriate qualitative supervisory tools, of a pro-spective nature, which could strengthen the resilience of the system. The letter ends with the conclusion that there is a need for early supervisory action, which could prevent the escalation of minor weaknesses into systemic failures. Delaying action, meanwhile, shifts the risk else-where and leads to more destabilizing interventions, which burden public finances and ulti-mately threaten the stability of the entire system.
Liquidity Problems and the New Dynamics of Deposit Outflow
After the (EGRRCPA, 2018) act, liberalizing prudential regulations, came into force, many medium-sized, regional banks were exempted from implementing the highest standards of risk management. This applied in particular to liquidity requirements. SVB, Signature Bank, and First Republic Bank, entities with assets below USD 250 billion, were exempted from main-taining the LCR and NSFR liquidity standards. The LCR requires maintaining a buffer of liquid assets to cover a 30-day deposit outflow in a test scenario. Had SVB been subject to the full version of such a requirement, it would have had to maintain a much higher liquidity buff-er than it actually held.
Instead, the bank's assets consisted primarily of illiquid long-term bonds, which could not pro-vide protection in such a stress situation. The NSFR, meanwhile, requires stable funding for long-term assets. SVB, however, was funding long-term bonds with short-term corporate depos-its — thus doing exactly what the NSFR was meant to prevent. Perhaps it is precisely these lowered prudential standards that lie at the root of the problems of American regional banks at the threshold of 2023. It is worth recalling, however, that the General Manager of the BIS, in his speech (Hernández de Cos, 2026), noted that the events of 2023 took place despite the ful-fillment of capital requirements, as well as, quite often, liquidity requirements.
Attention is drawn here to yet another reason, pointed to by all the reports mentioned above. FSB (2023), in its document, writes that by the end of the day on March 9, more than USD 40 billion in deposits had left the bank, and another USD 100 billion was expected to be withdrawn the following morning. It further explains that this deposit outflow was driven by social media and a concentrated network of venture capital investors and technology firms, who withdrew their deposits in a coordinated manner with unprecedented speed. The dynamics of deposit outflows are, according to the authors of the report, the main observation and chal-lenge emerging from this crisis episode. The prevalence of social media and mobile banking may mean that bank runs, once they occur, proceed more quickly. Although the underlying problems of the banks themselves may vary (e.g., poor management practices, asset quality, etc.), once a bank run gains momentum, stopping the outflow of funds becomes extremely dif-ficult.
In the Fed report (Barr, 2023), which analyzes the case of SVB, particular attention is drawn to the influence of social media on the dynamics of the deposit panic. Social media posts urged depositors to withdraw funds from the bank, and many uninsured depositors did so sim-ultaneously. The concentration of these large deposits among technology firms and individuals, meanwhile, may have contributed to the synchronized character of the deposit outflow.
A separate problem, pointed to in the reports, is the trap of technological development in the banking sector. The ease of using digital banking applications, available around the clock, enabled depositors to withdraw funds even on weekends. It was thus possible to make with-drawals on an enormous scale within just a few hours. Additionally, as is usual in such cases, a contagion effect occurred, which caused the panic to spread to other entities, not necessarily in a state of poor financial condition.
All of these factors thus influenced the scale of the events at the beginning of 2023. Occur-ring in an aggregated and mutually reinforcing manner, they constituted a wave, difficult to stop, striking at the liquidity security of banks.
The 2023 Crisis Episode and the Paradigms of the Fi-nancial Security System
Bearing in mind the assurances of the General Manager of the BIS regarding the adequate level of capital and the fairly good liquidity situation of the banks that experienced turbulence in 2023, it should be recalled that a bank failure occurs at the moment when it is unable to settle its obligations on time, whether due to insolvency or due to a loss of liquidity. Moments of stress, such as that of 2023, are moments of testing for the levels of safeguards in both of these aspects.
Adequate prudential processes, as well as the bank's risk models (or the simplified alternative to risk models: standardized risk measurement methods), with their ability to determine the scale of extreme events and to set an appropriate level of buffer to safeguard against this scale of events, are responsible for preparing a bank for precisely such a moment of stress. The fail-ure of three regional banks and the troubles of several others in 2023 demonstrated that the safeguarding methods proved ineffective, or at least insufficient.
A unique element of the 2023 episode was a new, previously unobserved, dynamic of events. Deposit outflows materialized on an enormous scale within the space of just a few hours. Two days were enough for the entire cascading process of failure to take place for two banks. Such rare, large-scale events, carrying the threat of a bank's default or even that of the entire sys-tem, are referred to as tail risk. This concept is the central point of the entire structure of fi-nancial security, which the regulator painstakingly builds in an iterative process. The 2008 crisis revealed certain fundamental problems relating precisely to rare, systemic risks. At that time, beyond the whole spectrum of problems and qualitative risks that triggered and drove that crisis, imperfections in the security framework were also identified, the sources of which were located in the risk models themselves and in the way they related to tail risk. The main culprit turned out then to be the problem of tail correlation, which, in the common opinion of experts, was significantly underestimated. However, the normal distribution — a centrally placed concept in the IRB method (credit risk) commonly used in the sector — and the way in which this distribution related to extreme events, was not questioned. The newest, post-crisis regulations, CRR III (BIS, BCBS 2024), likewise do not change this paradigm. Regulators, and the sector following them, are still moving within the same conceptual scheme, merely reinforc-ing it through the system of safety buffers proposed within CRR III.
On the surface, the events of 2023 seem to have no connection to the paradigm of normality of phenomena, fundamentally embedded in the regulatory security scheme. The failures of re-gional banks in the USA had their sources in liquidity problems; in these cases, credit, market, or operational risks did not materialize. The lesson that emerges from the 2023 crisis episode, however, has a different character. These events demonstrated two things: (i) they confirmed what Mandelbrot (1963) had known since 1963 — that events have a two-phase dynamic, and in the phase in which the crisis takes place, nothing that happens is normal (in the statistical sense); (ii) the mechanics of events in the area of tail risk are different from those known until now — in crisis situations everything happens faster, and so a crisis will reach a large scale more quickly, which may also ultimately increase that scale further (fat tails become fatter). The 2023 crisis episode should therefore serve as a clear warning light for entrenched para-digms. They did not work in 2008, and they will work even less in the third decade of the 21st century, where the mechanisms of collective panic have new tools for lightning-fast expansion: social media, electronic transfers, and the availability of banking services on a 24/7 basis. So far, we have been able to observe this on a small, regional scale. There is, however, nothing to prevent this mechanism from recurring on a much larger scale, one that would threaten the entire system.
Meanwhile, this is not the end of the problems. Rapidly developing language models and the lightning-fast spread of their applicability bring new challenges. Daníelsson et al. (2022) write that artificial intelligence is rapidly changing the way the entire financial system oper-ates, having enormous destabilizing potential and creating new varieties of tail risk, as well as amplifying those already in existence. In the article Daníelsson and Uthemann (2025), the au-thors predict that the use of artificial intelligence will indeed stabilize the market during peri-ods of calm, but will at the same time increase tail risks. Future crises will thus become rarer, but faster and more violent.
Summary
The 2023 crisis episode was an event limited in its scale — it affected a few American regional banks and did not spill over into the real economy. However, it is precisely this small scope of events that may be misleading. The conclusions that emerge from the crisis are, in fact, sys-temic in significance.
First, the post-crisis financial security architecture, painstakingly built since 2008, proved insufficient — and not because the banks violated capital or liquidity requirements. Qualita-tive factors failed: risk management, organizational culture, supervision. This means that the gap in the security system is of a nature that no quantitative indicator is able to capture.
Second, the 2023 episode revealed a new mechanics of banking crises. Social media and digi-tal banking shortened the time it takes for a deposit panic to materialize from days to hours. This is a qualitative change in the dynamics of extreme events — tail risk is no longer the same risk that has been modeled up to now. The tails of distributions are fatter, and the time window for supervisory response is dramatically narrower.
Third, existing regulations do not yet respond to the challenge of changes in the dynamics of tail events. The paradigm of normality of phenomena, built into methods such as IRB, as well as the system of buffers adopted in CRR III, were constructed with a different, slower mechanics of crises in mind. Supervisory reports, published after the 2023 episode, indicate the regulators' awareness of the new mechanisms behind the spread of crisis panic. What is lack-ing, however, is an institutional response.
KEY TAKEAWAYS
The operationalization of qualitative supervision appears to be a direction for further re-search — the development of prospective tools that would make it possible to identify institu-tional weaknesses before they turn into a systemic crisis. A separate, urgent research question remains the impact of artificial intelligence on the dynamics of future crises — tools that, on the one hand, stabilize markets during calm periods, but, on the other, may sharply amplify crises once they occur. Tail risks may therefore turn out to be even higher and more difficult to quantify. ■
References Academic sources cited throughout this article — click to expand the full list
Barr, M.S. (2023), Review of the Federal Reserve's Supervision and Regulation of Silicon Valley Bank, Board of Governors of the Federal Reserve System, Washington DC, April 28, 2023.
Daníelsson, J., Macrae, R., Uthemann, A. (2022), Artificial Intelligence and Systemic Risk, Journal of Banking and Finance, Vol. 140, 106290.
Daníelsson, J., Uthemann, A. (2025), Artificial Intelligence and Financial Crises, Journal of Financial Stability, Vol. 80, 101453.
Financial Stability Board (2023), 2023 Bank Failures: Preliminary Lessons Learnt for Resolution, Financial Stability Board, Basel, October 10, 2023.
Hernández de Cos, P. (2026), The Quest for Supervisory Effectiveness, Speech at the BCBS-FSI High-Level Meeting for European Supervisors, Bank for International Settlements, Basel, May 22, 2026.
Mandelbrot, B. (1963), The Variation of Certain Speculative Prices, Journal of Business, Vol. 36, No. 4, pp. 394-419.
Regulation (EU) 2024/1623 of the European Parliament and of the Council of 31 May 2024 amending Regulation (EU) No 575/2013 as regards requirements for credit risk, credit valuation adjustment risk, operational risk, market risk and the output floor. (CRR III)
United States Congress (2018), Economic Growth, Regulatory Relief, and Consumer Protection Act, Public Law 115-174, 132 Stat. 1296, May 24, 2018.
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