Daniel C. Chung on Probability Theories for Investors

Episode Summary

Executive Summary: Dan Chung, CEO/CIO of Alger Asset Management, traces his move from law to investing and explains Alger’s growth-investing philosophy: find companies and sectors undergoing positive dynamic change, especially where disruption creates mispricing. He discusses why current volatility, inflation, rates, war, and post-COVID shifts are creating both risk and opportunity across tech, healthcare, energy, and financials, while highlighting Alger’s philanthropy, diversity, and long-term discipline.

Main Topics: Career shift from law to Wall Street (Priority: 5/5): Chung explains how a Harvard/NYU legal path and Supreme Court clerkship gave way to finance, driven by his interest in numbers, probabilities, and deal-making rather than pure legal observation. Alger’s growth-investing philosophy (Priority: 5/5): He describes Alger’s core approach: identify industries and companies experiencing the most change, because change creates both new winners and potential losers and often leads to mispricing. Macro regime shift and market volatility (Priority: 5/5): Chung argues the post-2021 environment is unusually dynamic due to COVID, inflation, rate hikes, supply-chain issues, the Russia-Ukraine war, and China’s slowdown, forcing a more diversified posture. Sector opportunities in tech, healthcare, energy, and financials (Priority: 4/5): He highlights attractive opportunities in software, cloud, cybersecurity, med tech, renewables, select industrials, and growthier financial firms as interest rates and structural trends reshape markets. Growth stocks after the selloff (Priority: 4/5): Chung says many leading growth companies have become cheaper and still have strong growth, but timing matters; he sees a target-rich environment without assuming a quick rebound. Philanthropy, 9/11, and firm culture (Priority: 4/5): He discusses Alger’s memorial efforts after losing 35 colleagues on 9/11, the Candlelight Committee, and a community-oriented philanthropic culture tied to the firm’s rebuilding. Talent, meritocracy, and diversity at Alger (Priority: 3/5): Chung says Alger’s training, meritocratic culture, and deliberate mentoring have helped build a leadership team that is 46% women or minorities, unusual for finance.

Key Arguments: Investing is about probabilities, not prediction; good investors assess bear/base/bull cases and black swans rather than claim certainty. Law provided useful skills—discipline, organization, deadline orientation—but investing appealed because it allows active decisions rather than passive observation. Alger’s philosophy centers on ‘positive dynamic change’ because the biggest opportunities arise where industries are being transformed or disrupted. Where change is greatest, investors often overreact with fear, creating undervaluation and opportunities for fundamental stock pickers. The current market is being reshaped by several simultaneous shocks: COVID’s aftermath, war, inflation, supply-chain disruption, and deglobalization. High costs and new work patterns favor efficiency technologies like software, AI, automation, and remote-work enabling tools. Growth stocks are not all equally attractive; larger-cap leaders like Microsoft and Amazon have become more compelling on valuation, while very high-growth names require careful bottoms-up analysis. Healthcare offers both innovation and stable cash-flow businesses, with opportunities in pharma, biotech, med tech, services, and health-tech software. Renewables remain attractive because higher fossil-fuel prices and energy security concerns increase demand for solar, wind, storage, and related infrastructure. Financials may benefit from a steeper yield curve, but investors must weigh that against recession and credit risk. A disciplined, long-term training environment matters more than job-hopping; successful investors need full-cycle experience. Cross-sector learning is valuable because specialization can become narrow and blind investors to useful analogies and changing business models.

Data Points: Assets under management: Over $35 billion - Size of Alger Asset Management discussed by Barry Ritholtz and Chung. Alger Spectra Fund size: $4.5 billion - One of Chung’s portfolios mentioned early in the interview. CIO tenure: Since 2001 - Chung’s tenure as chief investment officer. Joined Alger: 1994 - He joined the firm after practicing law and considering Wall Street offers. Law school graduation year: 1987 - Chung earned his JD from Harvard in 1987. Master’s in law: NYU - Chung completed a master’s in law before clerking and later moving into finance. Age of firm heritage: Founded in 1964 - Alger’s growth-investing philosophy is described as originating with the firm’s founding. Analyst/PM count: Over 50 - He says Alger’s process is driven by more than 50 analyst-portfolio managers globally. 9/11 fatalities at Alger: 35 colleagues - The number commemorated by the Alger 35 strategy and firm philanthropy. Diversity figure: 46% - Percentage of Alger portfolio managers who are women or minorities. European/US energy price reference: $80-$100 oil - Chung says oil could remain in this range under the new energy regime. Natural gas reference: $5 gas - He suggests gas may settle above pre-COVID levels rather than near $2. Tech revenue growth example: 16% - Chung cites Microsoft revenue growth while arguing its valuation is attractive. Cloud growth example: Over 30% - He says Amazon Web Services is still growing very fast. Growth names growth rates: 40%-70%+ - He says many high-growth holdings are still growing at very strong rates despite the selloff. Shorting capacity in Spectra: Up to 10% short - Chung explains Spectra can short a small portion of the portfolio to identify negative dynamic change.

Pivotal Quotes: "Investing is basically first recognizing that nobody knows anything about the future." — Dan Chung: He explains why he thinks probability-based thinking is essential in markets. "Positive dynamic change." — Dan Chung: Central phrase describing Alger’s growth-investing philosophy and how it finds opportunities. "You need two things. Yes, I want to see better valuations, and we're seeing them, but I also want to see timing." — Dan Chung: He explains why cheap growth stocks are attractive but not necessarily an immediate buy signal.

Implications: Listeners should expect continued volatility and sector rotation, with the best opportunities likely in companies tied to structural change rather than broad market beta. Alger’s message: stay disciplined, diversify, and think in full cycles.