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    Excess Returns

    Excess Returns is dedicated to making you a better long-term investor and making complex investing topics understandable. Join Jack Forehand, Justin Carbonneau and Matt Zeigler as they sit down with some of the most interesting names in finance to discuss topics like macroeconomics, value investing, factor investing, and more. Subscribe to learn along with us.

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    Latest Episodes:
    The Single Most Important Metric | Matt Reustle on the Patterns That Separate Great Businesses Dec 08, 2025
    Show notes

    We are including this episode from our separate show Teach Me Like I'm Five in the Excess Returns feed. If you would like to continue receiving new episodes, subscribe using the links below.


    In the episode, we sit down with Business Breakdowns host Matt Reustle to discuss how he breaks down businesses and the common characteristics that the best businesses he has looked at share.


    Subscribe on Spotify

    https://open.spotify.com/show/7zu6lFpPohoPKhcu0Er9kB


    Subscribe on Apple Podcasts

    https://podcasts.apple.com/hr/podcast/teach-me-like-im-five-investing-concepts-made-simple/id1815975642


    The Risk is in the Water | Graeme Forster on Six Courageous Questions for 2026 Dec 06, 2025
    Show notes

    In this episode of Excess Returns, Graeme Forster of Orbis joins us to discuss two major research papers: Six Courageous Questions for 2026 and Sunrise on Venus. We explore how long-running global trends may be reversing, what that means for U.S. dominance, the future of international and emerging markets, the risks and opportunities created by AI and massive CapEx spending, the dollar’s shifting role, and how investors should think about valuation, humility, and navigating a world where the economic “water” is changing. This conversation is packed with global macro insight, long-term investing lessons, and practical frameworks for building more resilient portfolios.

    Topics Covered:
    • Why long-term market “water” becomes invisible to investors
    • Self-reinforcing global cycles and how China’s WTO entry reshaped the world
    • Signs the 25-year U.S. outperformance cycle may be breaking
    • How tariffs, political shifts, and corporate reforms change the global landscape
    • Why international and emerging markets may now offer better expected returns
    • Why U.S. large caps are not the entire story of American exceptionalism
    • How to think about valuation, margins, and discounted cash flow models across markets
    • The AI boom, bubbles, capital cycles, and asymmetric outcomes
    • How AI CapEx constraints influence winners and losers
    • The shifting role of the U.S. dollar and why market shocks may behave differently
    • Maslow’s hierarchy, needs vs. wants, and the return of state-driven capital investment
    • Deglobalization, reshoring, and the national-security lens for investing
    • How to evaluate China and Taiwan inside emerging markets
    • Why humility is an investor’s greatest edge

    Timestamps:
    00:00 Introduction
    01:02 Why Orbis wrote Six Courageous Questions for 2026
    03:44 The David Foster Wallace “water” analogy and investing
    06:12 How a 25-year self-reinforcing cycle powered U.S. outperformance
    10:12 Signs the cycle may be breaking
    12:00 Corporate reform and opportunity in Asia
    13:55 Why active share, benchmarking, and incentives distort investor behavior
    17:31 Decomposing S&P 500 returns: margins, valuations, fundamentals
    20:20 Expected returns inside and outside the U.S.
    22:34 Why international stocks offer richer opportunity sets
    24:25 Currency implications and weakening dollar dynamics
    26:18 American exceptionalism beyond the top 10 mega caps
    28:49 Where Orbis is finding value today
    30:25 Biotech, healthcare, and post-COVID dislocation
    31:05 How Orbis thinks about valuation in an intangible-heavy world
    32:09 Is AI a bubble or the beginning of something bigger?
    34:30 Game theory of AI CapEx and right-tail outcomes
    36:00 CapEx cycles, history, and who benefits
    38:00 Indirect AI beneficiaries and the SK Square example
    40:35 Maslow’s hierarchy and the shift from wants to needs
    42:32 Deglobalization, national security, and domestic reinvestment
    44:00 Capital returning to home markets and strategic industries
    46:00 Can anything reverse these structural trends?
    48:00 Balancing bottom-up investing with macro awareness
    49:45 The deeper risk in emerging markets: owning vs. avoiding
    51:00 Valuation still matters for long-term returns
    52:29 Corporate behavior, dividends, and re-rating cycles
    53:52 How Orbis views China vs. bottom-up opportunity
    55:34 Why great investors must be right 90–95% of the time in decision quality
    58:00 One lesson Graeme would teach the average investor


    The Thunderclap That Ends the Cycle | Jim Grant on the Risk No One Sees Dec 04, 2025
    Show notes

    James Grant, legendary founder of Grant’s Interest Rate Observer, joins us for a wide-ranging conversation on cycles, interest rates, inflation, credit, the Federal Reserve, private markets, gold, and the future of investing. Grant brings five decades of historical perspective to today’s market extremes, explaining why this era of ultra-low interest rates created distortions that will shape returns for years to come — and where patient investors may ultimately find opportunity.

    Topics Covered
    • The historical patterns that define major market cycles
    • Why interest rate cycles unfold over generations
    • What the 2021 bond market top tells us about the next decade
    • How inflation behaves like an underground coal fire
    • The shift from “capitalism without capital” to the “tangible twenties”
    • Geopolitical tension, military spending, and inflation risk
    • The Fed’s role in shaping today’s market distortions
    • The long-term consequences of QE and financial repression
    • Private credit, opaque marks, and the fragility beneath the surface
    • Rising risks inside life insurance balance sheets
    • Why credit cycles always go further than anyone expects
    • The challenge of finding long opportunities in today’s market
    • Why liquidity and patience may be the biggest opportunities
    • Whether the classic 60/40 portfolio still works
    • Gold as money and why confidence in paper currencies is eroding
    • Jim Grant’s one lesson for the average investor

    Timestamps
    00:00 Cycle extremes and market absurdities
    01:00 Interest rates over generations
    07:00 Defining major tops and bottoms
    12:30 Where we are in the current rate cycle
    14:00 Inflation, armed conflict, and tangible investment
    18:00 The “tangible twenties” and data center boom
    19:00 Coal fire inflation analogy
    20:00 Fed independence, politics, and monetary power
    25:00 The long shadow of the 2008 crisis
    30:00 QE, zero rates, and long-term consequences
    33:00 Housing affordability and locked-in rates
    34:00 Risks in private credit and opaque marks
    36:00 How far the credit cycle has progressed
    38:00 Japan, value investing, and long cycles
    43:00 Where opportunities exist today
    47:00 The future of the 60/40 portfolio
    49:00 Structural risks from low-rate distortions
    51:00 Freedom, politics, and economic consequences
    56:00 Gold as money
    58:00 What Jim Grant believes most investors disagree with
    59:30 The one lesson Jim Grant would teach the average investor



    3% Inflation Isn't the Problem | Jim Paulsen on Why 2% Growth is the Crisis Dec 02, 2025
    Show notes

    In this episode, we’re joined again by Jim Paulsen to break down the key themes shaping markets and the economy heading into 2026. Jim explains why policymakers may be fighting the wrong battle, why real sustainable growth has quietly collapsed over the past 20 years, and how shifts in policy, demographics, productivity, inflation, and investor psychology all tie together. We also walk through Jim’s latest charts from Paulsen Perspectives and explore what they mean for stocks, sectors, interest rates, the dollar, and leadership in the year ahead.

    Topics covered in this episode:
    • The state of inflation and why CPI and PPI may be sending a very different message
    • The 20-year collapse in real sustainable GDP growth
    • Why job creation, labor force growth, and productivity have all structurally weakened
    • The rise in unemployment duration and what it signals about lost “animal spirits”
    • How demographics, immigration policy, and cultural shifts are shaping growth
    • Productivity puzzles: innovation vs. distraction in a tech-driven economy
    • Why the real economic risk may be deflation, not inflation
    • How monetary policy, the yield curve, the dollar, and fiscal policy have remained contractionary
    • Tariffs as a hidden tax and their real impact on inflation
    • How an easing cycle could reshape market leadership in 2026
    • Jim’s Total Policy Stimulus Index and what it reveals about small caps, cyclicals, value, and foreign stocks
    • The difference between today’s tech cycle and the dot-com bubble
    • What a broadening market might look like if policy finally turns supportive
    • How international equities could respond to a weaker dollar
    • Why tech may underperform without collapsing
    • Jim’s expectations for S&P 500 returns in 2026 and the potential for a more balanced leadership environment

    Timestamps:
    00:00 Market setup and inflation overview
    02:00 Reviewing recent corrections and sector broadening
    04:00 Bond yields, easing expectations, and fear-based asset leadership
    06:00 Tech’s relative performance beginning to fade
    07:00 GDP growth collapse over two decades
    09:00 Structural slowdown in job creation
    10:30 Labor force growth and aging demographics
    12:00 The doubling of unemployment duration
    14:00 Population trends, immigration, and slowing productivity
    17:00 The rise of de-risking and falling monetary velocity
    19:00 Trade deficits, globalization, and policy contraction
    22:00 Why inflation risk may be overstated
    26:00 CPI/PPI data versus the inflation narrative
    29:00 Money supply, real rates, and the longest yield curve inversion
    31:00 The strong dollar as a contractionary force
    34:00 International stock performance and currency impact
    35:00 Tax burden relative to slower growth
    37:00 Tariffs as taxes and their real economic effect
    39:00 What would it take to restore growth and optimism?
    42:00 The Total Policy Stimulus Index explained
    47:00 Policy’s impact on equal-weight, small caps, cyclicals, and value
    52:00 How foreign stocks respond to policy and the dollar
    54:00 Tech valuations today vs. the dot-com era
    55:00 Fed response differences between now and 2000
    57:00 Why today’s tech cycle is structurally different
    59:00 What 2026 might look like for the S&P 500
    01:01:00 Why price targets are inherently unreliable
    01:01:45 Closing thoughts and sign-off



    The One Lesson | 50+ Great Investors Share the One Thing They Would Teach You Nov 30, 2025
    Show notes

    In this special episode of Excess Returns, we share the most important investing lessons from more than 50 of our top guests. After asking more than 200 investors, strategists, academics, and market thinkers the same closing question about the one lesson they would teach the average investor, we compiled the most powerful, timeless, and repeatable insights into a single episode. This collection highlights common themes around patience, discipline, humility, diversification, risk management, and long-term thinking, while revealing how great investors navigate markets, behavior, and uncertainty.

    Main topics covered:

    • Why investing is about preserving and growing wealth, not getting rich

    • Why neither get in nor get out is an investing strategy

    • The role of base rates in decision-making

    • The dangers of performance chasing

    • Why you should look at your portfolio less often

    • The importance of independent thinking and avoiding envy

    • Treating stocks as businesses, not trading sardines

    • Diversification across assets, strategies, and economic regimes

    • The behavioral traps that destroy wealth

    • Liquidity, supply and demand, and how markets really function

    • The value of patience, long-term thinking, and sticking to your plan

    • How to build a resilient portfolio that survives different market environments

    • Why simplicity often beats complexity

    • The role of humility, self-awareness, and keeping emotions out of investing

    Timestamps:
    00:00 Investing is about preserving and growing wealth
    00:45 Why neither get in nor get out is a strategy
    01:16 How we arrived at the one-lesson question
    02:00 Finding a portfolio you can live with
    03:00 Avoiding envy and chasing 10-baggers
    04:00 Why watching markets too closely hurts results
    05:00 The Matt Levine rule of unbelievable returns
    06:00 The power of base rates
    08:00 Look at your portfolio as little as possible
    10:00 Treat your holdings like real businesses
    12:00 Be invested early and think independently
    14:00 Be kind to yourself and keep taking action
    15:58 Do not chase performance
    17:00 Treat every position like you put it on today
    18:31 Your portfolio is secondary to your life
    19:44 Buy when others are fearful
    20:00 Be Rip Van Winkle, not Nostradamus
    22:00 Navigate the noise and avoid the siren song
    23:38 The value of simplicity and studying history
    24:59 Patience and tuning out the noise
    26:00 True diversification and preparing for unknown regimes
    27:50 Stick to a strategy that fits your personality
    29:00 Diversify and be humble about what you know
    30:00 Most results come from the market, not manager skill
    32:38 Keep investing simple
    34:00 Focus on what is knowable
    35:00 Believe in long-term economic and market resilience
    37:00 Get out of your own way
    38:22 Build a philosophy you can stick to
    39:00 Misjudging probabilities and confidence
    40:46 Book your gains and contain your losses
    41:00 Diversification is protection against bad luck
    42:00 Supply, demand, and liquidity always matter
    45:00 Markets as a political utility
    46:00 Find something real if you want true alpha
    47:00 Write down your decisions
    48:32 Why 100 percent indexing is unrealistic for most
    50:00 Alpha through portfolio structure, not just stock picking
    52:00 Dividends and long-run investing
    53:56 Valuation, time horizons, and patience
    55:00 Embracing uncertainty and avoiding pigeonholing
    56:33 Rules-based processes
    57:35 Buy good businesses, not just cheap ones
    59:00 Think long term and save early
    01:01:00 Focus on the basics first
    01:02:00 Avoid catastrophic losses
    01:03:22 Evidence-based investing and avoiding resulting
    01:04:09 Know what you own and keep fees low
    01:05:00 Simple strategies often work best
    01:06:00 Compounding and emotional control
    01:07:00 Treat savings as savings, not lottery tickets
    01:07:50 Balance enjoying today with protecting tomorrow
    01:08:00 Stay invested and think long term
    01:08:41 Be humble, patient, and systematic
    01:09:00 Do your own work and build conviction


    World War AI | Ben Hunt on the Economic Consequences of the AI Boom Nov 28, 2025
    Show notes

    In this episode of Excess Returns, Matt sits down with Ben Hunt to break down his new Epsilon Theory essay, World War AI. They explore how the US government, markets, and Big Tech are rapidly shifting the AI narrative from productivity and progress toward a national security arms race with massive implications for energy, capital, jobs, inflation, and the broader economy. Ben explains why AI buildout is consuming enormous resources, how this echoes World War II scale mobilization, why consumers are already feeling the strain, and what policies could still steer the country toward a healthier economic path.

    Topics covered:
    • Why the AI narrative flipped from optimism to national security
    • How AI CapEx creates shortages of energy, capital, and investment elsewhere
    • The parallels between AI buildout and World War II economic mobilization
    • Why the promise of AI-driven productivity and leisure was never realistic
    • The coming squeeze on consumers through higher prices and reduced availability
    • Why energy bottlenecks and electricity scarcity may lead to rationing
    • The risk of stagflation and a shrinking job base as AI replaces human labor
    • The political paths this could take, from authoritarianism to backlash
    • Ben’s three-policy plan: reshoring, energy expansion, and electricity caps
    • How investors should think about the boom-bust risk of hyperscale growth
    • Why awareness and public conversation are essential before the window closes

    Timestamps:
    00:00 AI narrative shift and the failure of the carrot
    01:20 Measuring narratives through Perscient Pro
    05:30 Why Ben wrote World War AI
    07:30 The carrot vs. the stick in AI storytelling
    11:00 Utility bills, consumer squeeze, and rising economic pressures
    12:30 World War II-level spending and debt dynamics
    15:30 Crowding out the consumer economy
    17:00 Interest rates, borrowing, and capital shortages
    20:00 Energy usage, electricity scarcity, and cost-push inflation
    24:00 Rationing risk and historical parallels
    26:00 Jobs, productivity, and AI’s impact on labor
    31:00 The lack of new job creation in an AI-driven economy
    33:00 Why new-tech job optimism does not apply here
    38:00 Market skepticism and narrative extremes
    41:00 Political risk, backlash, and potential future paths
    42:20 The three policies: reshoring, energy buildout, electricity caps
    49:30 Investment implications and the boom-bust cycle
    55:00 How AI growth must be subordinated to broader economic goals
    57:00 Why connecting consumer pain to AI buildout is essential
    59:30 Early signs of state-level limits on data centers
    01:02:00 Where to follow Ben Hunt and the continuing story



    The Real Estate Bust Was the Plan | Louis-Vincent Gave on China's Brute Force Growth Strategy Nov 26, 2025
    Show notes

    In this episode of Excess Returns, we sit down with Louis-Vincent Gave of Gavekal Research for one of the most wide-ranging and eye-opening conversations we have ever hosted. Louis breaks down how China transformed its economy over the last seven years, why Western observers consistently misunderstand the country’s growth model, and what this means for global markets, AI competition, supply chains, currencies, energy, demographics, and the next decade of investing. If you want a clearer picture of China, global macro dynamics, and the forces shaping markets today, this is essential viewing.

    Topics covered in this episode:
    • Why Western investors misread China’s economy
    • China’s response to the US semiconductor embargo
    • How China redirected all lending toward industry
    • The scale and speed of China’s move up the value chain
    • China’s EV dominance and the BYD vs. Tesla comparison
    • The new global deflation and reflation forces
    • Why China now looks like the US did in 2009
    • Energy, labor, and industrial competitiveness
    • China’s open-source AI approach vs. America’s closed systems
    • “Hunger Games” capitalism and the impact on investors
    • Where foreign investors consistently get China wrong
    • The RMB as the most mispriced major asset
    • How China’s demographics shape policy and markets
    • Why fears of a Taiwan conflict are overblown
    • How Louis is positioning for China’s next bull market

    Timestamps:
    00:00 China’s economic shock and the US semiconductor embargo
    02:00 What the West gets wrong about China
    04:00 Competition, local governments, and industrial incentives
    06:10 China’s lending shift: real estate to industry
    08:00 China’s rapid climb up the value chain
    10:00 BYD vs Tesla and China’s engineering surge
    12:30 The global deflationary shock and US–China tensions
    15:00 From defense to offense: China’s policy pivot
    17:00 China’s reflation and emerging market implications
    18:20 Scarcity of energy, labor, and time
    21:00 China’s cost advantages vs the US
    24:00 Comparing AI strategies: open vs closed systems
    28:00 “Hunger Games” capitalism in China
    31:30 Investing challenges and opportunities in China
    34:00 China’s new high-tech niche champions
    37:00 Capital-light Chinese AI vs US capital intensity
    40:30 Rethinking US-China blocs and global alliances
    44:00 Why Europe will be torn apart by the next phase
    45:30 Will China outperform the US over the next decade?
    47:00 The massively undervalued RMB
    49:00 China’s barbell investment setup
    50:00 China’s demographic crisis and policy response
    53:00 Taiwan risk: myth vs reality
    58:00 How Louis could be wrong
    01:00:40 Louis’s contrarian investing belief
    01:02:00 Louis’s one lesson for investors



    The Pattern Is Staggering | Mary Ann Bartels on Why This Bull Market Is Just Getting Started Nov 23, 2025
    Show notes

    In this episode, we sit down with Sanctuary Wealth Chief Investment Strategist Mary Ann Bartels to break down her new 2026 outlook. We cover her long-term S&P 500 forecast, why she believes we are still early in a secular bull market, how technological innovation is fueling productivity and profitability, the risks she’s watching in 2026, and the case for international stocks, gold, and diversification. Mary Ann also explains why skepticism suggests we are not yet in a true bubble, how valuations fit into today’s market, and what investors should understand about cycles, inflation, and long-term compounding.

    Topics Covered
    • Secular bull markets and why the long-term trend still points higher
    • Whether today’s market is following historic bubble patterns
    • AI, technology cycles, and the connection between innovation, productivity, and profits
    • Why skepticism means we are not yet near euphoria
    • The 2026 “reset” and how the presidential cycle could affect markets
    • Valuations, earnings trends, and interest-rate dynamics
    • Market concentration, structural changes, and the role of mega-caps
    • Growth vs value and why growth leadership may persist
    • Why international markets may be entering their own secular bull market
    • Inflation outlook, tariffs, and what the data now suggests
    • Private credit concerns and overall financial-system stability
    • Gold’s surge, future targets, and its role as portfolio diversification
    • Portfolio construction, risk, and the importance of compounding for younger investors

    Timestamps
    00:00 Market patterns, bubbles, and early-cycle dynamics
    01:00 Introduction
    02:00 Long-term S&P 500 outlook
    04:00 Historical bubble analogs and market psychology
    06:00 Skepticism vs optimism
    09:00 2026 reset and election-year dynamics
    13:00 Valuations and PE expansion
    17:00 Long-term valuation trends
    17:40 Innovation cycles and economic growth
    20:20 Productivity, AI CapEx, and profitability
    21:00 Technology adoption across industries
    22:20 Digitization and long-term tech layers
    22:30 Market concentration and structural changes
    25:00 Why corrections are more frequent
    27:20 Growth vs value
    31:00 International markets outlook
    36:00 Correlations, deglobalization, and opportunity
    38:40 Inflation short-term vs long-term
    40:30 Private credit and financial stability
    43:30 Gold outlook and targets
    45:40 Diversifying concentrated portfolios
    48:40 Crypto, private markets, and generational shifts
    49:20 Key risks for 2026
    51:40 What most investors get wrong
    53:00 The one lesson for the average investor
    54:40 Closing



    The Risk Isn't Where You Think | Carl Kaufman on AI Capex, Private Credit and the Hidden Bond Play Nov 21, 2025
    Show notes

    In this episode of Excess Returns, we talk with Carl Kaufman, Co-President and Co-CIO of Osterweis Capital Management, about navigating today’s fixed income landscape. Carl breaks down the major segments of the bond market, explains how credit and interest rate cycles interact, discusses private credit risks, and shares how he builds durable, low-volatility bond portfolios. Drawing on more than two decades managing one of the top multi-sector income funds, Carl offers clear, practical insights for investors trying to understand yields, defaults, duration, and where returns are most attractive today.

    Main topics covered:
    • Overview of investment grade, high yield, leveraged loans, and private credit
    • How today’s credit quality is shifting across the bond market
    • Why the high yield market may be higher quality than most investors realize
    • How levered loans and private credit have changed system dynamics
    • How Carl uses the interest rate cycle and credit cycle to position the portfolio
    • Why he avoids style boxes and instead buys bonds like a stock picker
    • The flaws in fixed income indexing and why active management matters more in bonds
    • How he evaluates companies, business models, leverage, and free cash flow
    • Why distributors and equipment rental companies are strong long-term bond businesses
    • The risks of the AI Capex boom and echoes of past bubbles
    • Where defaults are rising and why private credit concerns may not be systemic
    • Why his portfolio is short duration and how he uses cash as optionality
    • How he protects against large drawdowns and manages risk across cycles
    • His perspective on the Fed, inflation, employment data, and rate cuts
    • Carl’s one investing belief most peers disagree with
    • The one lesson he would teach every investor

    Timestamps:
    00:00 Intro and bond market quality shift
    01:00 Carl’s background and fund philosophy
    02:42 Defining investment grade, high yield, loans, and private credit
    08:00 Why high yield quality has improved
    10:07 The two-cycle approach: interest rates and credit
    14:31 How today’s cycle differs
    18:03 Why forecasting matters less than knowing where you are
    18:52 Buying bonds like a stock picker
    25:28 Index flaws in fixed income
    26:56 Sectors Carl prefers
    29:16 Thoughts on AI Capex, Nvidia, and financing trends
    33:10 Sector concentration in bond portfolios
    34:51 Position sizing and portfolio construction
    35:43 Cracks in private credit and default data
    39:45 Private credit for retail investors
    40:34 Why Carl is short duration today
    44:57 Using cash and liquidity as a strategic tool
    45:44 Risk management and drawdowns
    47:29 The Fed, inflation, employment, and policy uncertainty
    53:53 Closing questions: belief peers disagree with
    54:45 One lesson for the average investor


    The Bubble You Can't Short | Rob Arnott on What You Can Do Instead Nov 19, 2025
    Show notes

    Follow Us on Substack:

    https://excessreturnspod.substack.com/


    In this episode, we sit down with Rob Arnott for a wide-ranging discussion on bubbles, valuations, AI spending, market history, index construction, and long-term return expectations. Rob explains how to think about bubbles in real time, why today’s market echoes the late 1990s, and what investors can practically do to improve future returns. He also digs into Research Affiliates’ latest work on fundamental indexing, growth investing, and the opportunities in international and emerging markets.

    Topics covered:
    • How Rob defines a bubble and why narrative drives market pricing
    • Lessons from the dot-com era that apply to today’s AI-driven market
    • Why disruptors eventually get disrupted
    • Practical portfolio steps for investors concerned about concentration
    • Why value stocks remain historically cheap
    • CapEx vs R and D and what history says about future returns
    • The role of AI spending and why many companies struggle to monetize it
    • How AI may reshape industries and who the real long-term winners could be
    • Index construction flaws and how RA’s RAFI and RACWI approaches differ
    • A new way to build growth indexes using actual business growth
    • Why expensive companies with slow growth are the worst quadrant to own
    • Insights on emerging markets, international value, and forward return expectations
    • How Rob invests personally and what he sees as the best long-term opportunities

    Timestamps:
    00:00 Defining bubbles and why narrative matters
    02:00 Are we in a bubble today
    06:20 Lessons from the dot-com boom
    12:00 What investors can practically do now
    14:00 Value, RAFI, and rebalancing alpha
    17:00 AI CapEx and its historical parallels
    20:30 Who benefits most from AI
    23:00 Disruption, technology cycles, and productivity
    35:00 Reinventing index construction
    40:00 A new way to define and weight growth stocks
    43:30 The problem with expensive slow-growth companies
    46:00 Magnificent Seven through the growth lens
    52:00 Rob’s outlook on emerging markets
    55:00 Why the US is priced for perfection
    57:00 Averaging out and trimming expensive winners
    58:00 New research and future product ideas from RA
    59:00 Rob’s personal portfolio approach and long-short ideas
    01:00:20 Closing thoughts and outlook


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