OM DENNE EPISODE
Tian Yang, head of research at Variant Perception and portfolio manager of the VPX ETF, explains how investors can use adaptive leading indicators, capital cycle analysis and behavioral signals to navigate a market shaped by AI spending, inflation and government intervention. He breaks down why the macro backdrop remains risk-on, what would signal a true market top, why a Federal Reserve rate hike may still be unlikely and how AI could reshape profits, jobs and portfolio construction.
Variant Perception
https://www.variantperception.com/
Variant Perception Cycle Aware US Equity ETF
https://etf.variantperception.com/
Topics covered
How first-principles thinking separates causal signals from noisy data
Why static recession indicators and consumer sentiment have become less reliable
How Variant Perception combines growth, inflation, policy and liquidity into a Macro Risk Indicator
Why AI capital spending and low savings rates are supporting economic resilience
How AI profits could broaden from hardware bottlenecks to adopters and complementary assets
Why the sovereign technology race may extend the AI investment cycle
What savings rates, liquidity, leverage and cash settlement reveal about recessions and market tops
How potential SpaceX, Anthropic and OpenAI supply could affect public equity markets
What capital cycle and crowding signals say about semiconductors and hyperscalers
Why headline inflation may stay high without creating persistent core inflation
How the K-shaped consumer, labor market and Federal Reserve reform shape the policy outlook
How AI could widen economic inequality, compress wages and change investment research
How the VPX ETF uses adaptive sector tilts, stock selection and active risk
Timestamps
00:00 First principles, causal data and leading indicators
04:48 Why traditional recession indicators stopped working
09:00 Building the Macro Risk Indicator
13:02 How AI CapEx is keeping the economy resilient
17:18 Is the AI boom different from past bubbles?
21:32 Why rising savings rates often precede recessions
26:11 Why the market-top warning is amber, not red
30:58 Are semiconductors still cyclical?
36:22 Why an oil shock may not force the Fed to hike
42:12 How Kevin Warsh could reform the Federal Reserve
46:50 The increasingly bifurcated economy
51:11 How AI is changing investment research
55:38 Active risk, playing the game and avoiding forced errors
Learn more about the Excess Returns podcast network:
https://excessreturns.co
No information discussed in this podcast should be construed as investment advice. Securities discussed may be held by the hosts and guests, their firms or their clients.
