New Products, Old Lessons: Financial Innovation and the Specter of Irrational Exuberance
Key Takeaways
Innovation Creates Opportunity and Risk
Financial innovation has improved markets and expanded investor choice. Yet history shows useful innovations can eventually become vehicles for speculation.
More Products Don't Necessarily Mean Better Outcomes
As investment products become increasingly specialized, investors face greater complexity and a growing need to separate narratives from fundamentals.
Separate Innovation From Exuberance
Not every new product deserves a place in a portfolio. Investors should focus on economic utility rather than market excitement.
Financial Innovation's Double-Edged Sword
Financial innovation has long been one of capitalism's greatest strengths. New products can improve market efficiency, expand access to investment opportunities, reduce transaction costs and help investors manage risk in increasingly sophisticated ways. Exchange-traded funds, index funds, options markets and private market vehicles have all delivered substantial benefits to investors and contributed to economic growth.
Yet history suggests a cautionary lesson as well: Periods of productivity-enhancing innovation often lead to extractive speculation and excess. When financial engineering begins to outpace economic fundamentals, investors should be on alert. The proliferation of new, untested and increasingly specialized investment products today may echo previous periods of market exuberance.
The last two decades have witnessed an extraordinary expansion in the number and complexity of investment vehicles available to investors. Traditional mutual funds have been joined by thousands of ETFs, thematic funds, leveraged funds, inverse funds, private credit vehicles, interval funds, cryptocurrency-related products, structured notes, buffered ETFs, defined-outcome products, prediction markets and perpetual futures. In many cases, these innovations address legitimate investor needs. A retiree seeking downside protection may find value in buffered products, like buffered ETFs, notes or annuities, which are designed to offer partial downside protection in exchange for a cap on upside potential. Institutions seeking low-correlated diversification may benefit from private credit exposure. Investors interested in emerging technologies may gain access through thematic funds. Financial innovation is not inherently problematic.
When Innovation Becomes Speculation
But warning signs emerge when product creation appears driven more by investor demand for outsized, unrealistic investment returns than by genuine economic utility. Financial history is filled with instances in which new products became vehicles for speculation. To cite just one example: Leading up to the 2008 financial crisis, mortgage-backed securities and collateralized debt obligations – which initially were designed to reduce end borrower financing costs – became increasingly complex, leveraged, overlaid with synthetic derivatives and marketed with the allure of superior risk-adjusted returns without perceived incremental risk. In this case, as with so many others, innovation that began with a rational premise eventually became detached from its original purpose.
Narratives, Specialization and Market Excess
One indication of excess is the increasing granularity of investment products. ETFs have evolved from broad market exposure to funds targeting specific themes, industries, trading strategies and even single securities. The pace of product creation has also accelerated dramatically: More than 1,100 ETFs were launched in 2025 alone, representing nearly one-quarter of all ETF listings currently available in the U.S. Investors can now purchase products focused on artificial intelligence, space exploration, cybersecurity, electric vehicles, blockchain technology or narrowly defined market factors. Such specialization may offer tactical opportunities, but it also raises an important question: Are investors really equipped to make investment decisions with this level of specific foresight?
Accompanying this warning sign is a growing focus on narratives rather than fundamentals. Themes such as artificial intelligence, quantum computing, digital assets, longevity technologies or energy transformation may represent important long-term developments. However, history suggests that transformational technologies do not always translate into attractive investment returns in the short run.
In every huge cycle the last stage is Ponzi-like. ‘Who's going to buy the last CDO? Who's going to buy the last CDO-squared? How do these securities even work? That's what happens in these cycles. The last securities issued are the most complex and hardest to understand. They're the riskiest.’ ... This is how it always ends.
Eric Peters, Founder, CEO and CIO, One River Asset Management
The limited track records of many current innovations also mean products that appear resilient under normal conditions may behave very differently during periods of disruption.
And, as economist Hyman Minsky observed, stability itself can generate instability. Extended periods of strong market performance often encourage investors to take greater risks. Fear of missing out can play a role, as can complacency about the persistence of favorable market conditions. During periods of optimism, investors can frequently underestimate or overlook correlations, liquidity risks and the potential consequences of market stress. At that point, to quote Warren Buffett in his 2001 Berkshire Hathaway shareholder letter, “you only find out who is swimming naked when the tide goes out.”
At the American Enterprise Institute’s 1996 annual dinner, former Federal Reserve Chairman Alan Greenspan famously asked, “How do we know when irrational exuberance has unduly escalated asset values?” While that question is commonly associated with soaring stock prices, exuberance can also manifest itself as investor enthusiasm becoming a product category unto itself.
None of this suggests that innovation should be discouraged – financial innovation remains essential to economic progress. The challenge for investors is distinguishing between products that solve meaningful problems and those that merely capitalize on prevailing market excitement.
The information reflected on this page represents Baird experts’ opinions as of today and is subject to change. The information provided here has not taken into consideration the investment goals or needs of any specific investor and investors should not make any investment decisions based solely on this information. Past performance is not a guarantee of future results. All investments have some level of risk, and investors have different time horizons, goals and risk tolerances, so speak to your Baird Financial Advisor before taking action. The views and opinions expressed here are those of the speaker and do not necessarily reflect the views or positions of the firm.
- Topics:
- Financial Industry
- 2026
