The Second Derivative
Two geopolitical analysts discuss the Iran-US ceasefire situation and oil market dynamics, the disconnect between geopolitical risk and record-high equity markets, and the role of AI in driving economic growth. They also touch on USMCA negotiations, space race developments, and close with NBA playoff predictions.
Summary
The podcast opens with casual banter about the hosts' physical states — one recovering from basketball, the other sick from a grueling travel week — before diving into substantive geopolitical and economic analysis.
On Iran and the Strait of Hormuz, the hosts argue that time is running out for a deal, framing global oil inventories as 'ammunition' that gives the US leverage to pressure Iran. They note that both sides are struggling to sell a deal domestically, with Trump facing backlash from MAGA figures like Tucker Carlson and Ted Cruz. The CEO of Chevron and commodity analyst Jeff Curry are cited as warning of supply tightness, with Curry's line 'sell the tweet, buy the molecule' summarizing the gap between deal announcements and actual closures. Marco argues that Iran has effectively 'cried uncle' and that the IRGC and Trump are both actively calibrating their behavior to avoid a catastrophic recession, making static geopolitical modeling largely useless.
The hosts then tackle the central puzzle of why markets are at all-time highs despite the Hormuz closure. Marco argues this reflects the market's understanding that political and geopolitical variables are not static — they are reflexive. He draws on George Soros's concept of reflexivity to explain that both Trump and the IRGC are reading market signals and adjusting their behavior accordingly, ensuring that doom-and-gloom forecasters like Rory Johnson are perpetually wrong. The market has learned not to treat political threats at face value, having watched Trump move from 40% tariffs to 10-15% deals.
A major thread running through the conversation is the push-and-pull between the AI growth story and a deteriorating K-shaped consumer economy. The AI CapEx story is driving record highs in markets and extraordinary demand for compute globally, including in China. However, the top 10% of US households now account for nearly half of consumer spending, real wages are not keeping pace with inflation, and the personal savings rate has collapsed to its lowest since July 2007. Marco introduces the concept of the 'second derivative' — the rate of change of growth, not absolute growth — arguing that AI CapEx spending is decelerating in its rate of growth even as absolute numbers remain large, while household consumption, which represents 70% of GDP, faces a slow corrosive erosion from sticky inflation.
On USMCA, Marco confirms his forecast that the trade deal will survive, citing Reuters reporting that US-Mexico talks showed no hint of withdrawal. He notes Mexico has been highly accommodating, and the more interesting dynamics will emerge with Canada's Mark Carney. On space, the Trump administration's push to land humans on the moon by 2028 is flagged as potentially dangerous due to rushed timelines, though Marco pivots to argue that Elon Musk's idea of space-based data centers may be genuinely strategic given growing political backlash against terrestrial AI infrastructure buildout.
The episode closes with NBA playoff predictions for the Thunder-Spurs Game 7, with both hosts picking the Spurs and discussing Victor Wembanyama's potential greatness, comparing his developmental arc to a young LeBron James.
About this episode
<p>The Strait of Hormuz is running out of runway - and so is the Trump administration's room to maneuver... The cousins unpack why oil inventories are <em><u>the real ammunition</u></em> in the Iran standoff, why markets keep hitting all-time highs despite closed shipping lanes, and what the AI economy's dominance says about the K-shaped world underneath. We close with NBA playoff predictions (duh) ahead of a Thunder-Spurs Game 7.</p><p>--</p><p><strong><u>Timestamps:</u></strong></p><p>(00:00) - Welcome </p><p>(00:28) - Weekend Hoops and Aging</p><p>(02:09) - Travel Grind and Vivid Dream</p><p>(04:23) - Tales From the Road Idea</p><p>(05:18) - Iran Deal or No Deal</p><p>(08:47) - Strait Tolls and Mixed Signals</p><p>(11:20) - Gas Prices and $250 Bill Bit</p><p>(13:59) - Communist Relics and Inflation Fears</p><p>(18:16) - Why Markets Hit Highs</p><p>(19:21) - Politics Versus Material Reality</p><p>(27:54) - AI Boom Meets K Economy</p><p>(32:15) - Fading Geopolitical Risk</p><p>(40:34) - Second Derivative Thinking</p><p>(47:02) - Savings Rate Double Click</p><p>(48:46) - Savings Rate Psychology</p><p>(51:09) - YOLO Trading Era</p><p>(53:57) - Savings Floor Risks</p><p>(55:46) - Summer Oil Squeeze</p><p>(56:57) - Sticky Inflation Drivers</p><p>(58:30) - Politics And The Fed</p><p>(01:00:15) - Markets And War Signals</p><p>(01:02:13) - Reflexivity In Geopolitics</p><p>(01:06:17) - Nihilism And Truth</p><p>(01:07:17) - Quick Hits USMCA Update</p><p>(01:12:12) - Moon Race Concerns</p><p>(01:15:35) - AI Data Centers In Space</p><p>(01:17:43) - World Cup Preview</p><p>(01:20:09) - Why World Cup Is Hard</p><p>(01:25:31) - Game Seven Predictions</p><p>(01:28:43) - LeBron Comparison Debate</p><p>(01:32:28) - Final Spurs Call</p><p>--</p><p><strong><u>Referenced in the Show:</u></strong></p><p></p><p>--</p><p><strong>Geopolitical Cousins</strong> is produced and edited by Audiographies LLC. More information at <a href="https://audiographies.com" rel="noopener noreferrer" target="_blank">audiographies.com</a></p><p>--</p><p><strong>Jacob Shapiro</strong> is a speaker, consultant, author, and researcher covering global politics and affairs, economics, markets, technology, history, and culture. He speaks to audiences of all sizes around the world, helps global multinationals make strategic decisions about political risks and opportunities, and works directly with investors to grow and protect their assets in today’s volatile global environment. His insights help audiences across industries like finance, agriculture, and energy make sense of the world.</p><p><strong>Jacob Shapiro Site:</strong> <a href="https://jacobshapiro.com" rel="noopener noreferrer" target="_blank">jacobshapiro.com</a></p><p><strong>Jacob Shapiro LinkedIn: </strong><a href="https://www.linkedin.com/in/jacob-l-s-a9337416" rel="noopener noreferrer" target="_blank">linkedin.com/in/jacob-l-s-a9337416</a></p><p><strong>Jacob Twitter:</strong> <a href="https://x.com/JacobShap" rel="noopener noreferrer" target="_blank">x.com/JacobShap</a></p><p><strong>Jacob Shapiro Substack: </strong><a href="https://jashap.substack.com/subscribe" rel="noopener noreferrer" target="_blank">jashap.substack.com/subscribe </a></p><p>--</p><p><strong>Marko Papic</strong> is a macro and geopolitical expert at BCA Research, a global investment research firm. He provides in-depth analysis that combines geopolitics and markets in a framework called GeoMacro. He is also the author of Geopolitical Alpha: An Investment Framework for Predicting the Future.</p><p><strong>Marko’s Book & Newsletter:</strong> <a href="https://www.geopoliticalalpha.com/marko-papic" rel="noopener noreferrer" target="_blank">www.geopoliticalalpha.com/marko-papic </a></p><p><strong>Marko’s Linkedin:</strong> <a href="https://www.linkedin.com/in/marko-papic-geopolitics/" rel="noopener noreferrer" target="_blank">https://www.linkedin.com/in/marko-papic-geopolitics/</a></p><p><strong>Marko’s Twitter:</strong> <a href="https://x.com/Geo_papic" rel="noopener noreferrer" target="_blank">https://x.com/Geo_papic</a></p><p><strong>Marko’s Macro & Geopolitical Research at BCA:</strong> <a href="https://www.bcaresearch.com/marketing/geomacro" rel="noopener noreferrer" target="_blank">https://www.bcaresearch.com/marketing/geomacro</a></p>
Key Insights
- Marco argues that global oil inventories function as 'ammunition' for the US in its conflict with Iran — the more inventory, the more leverage to sustain or escalate pressure — and that this window is closing, making a deal imminent.
- Jeff Curry's line 'sell the tweet, buy the molecule' encapsulates the hosts' view that there have been five deal announcements with zero actual closures, meaning the geopolitical signal and the physical reality of oil supply remain deeply disconnected.
- Marco argues that both the IRGC and Trump are actively reading market signals and calibrating their behavior to avoid a calamitous recession, making them reflexive actors rather than static variables — which renders most Excel-based geopolitical modeling useless.
- Marco draws on George Soros's concept of reflexivity to argue that the price of crude is in a feedback loop with the behavior of Trump and the IRGC: as oil rises, both sides move toward de-escalation, ensuring doom-and-gloom forecasters are perpetually wrong.
- The hosts argue that Baron Rothschild's maxim — 'buy on the sound of cannons, sell on the sound of trumpets' — is the foundational logic behind fading geopolitical risk, and that the 'sell on peace' moment may be approaching as the war winds down and inflation becomes stickier.
- Marco introduces the 'second derivative' framework to argue that while AI CapEx in absolute terms is enormous (~$800-900B), its rate of growth is decelerating, whereas household consumption — 70% of US GDP — faces a slow corrosive erosion that doesn't need to collapse to meaningfully drag on the economy.
- Jacob argues that the personal savings rate collapsing to its lowest since July 2007 is a critical warning sign, as households are spending down savings just as energy inflation accelerates and the tariff impact begins to bite.
- Marco contends that the high savings rate of 2010-2020 was a psychological artifact of the 2008 trauma and should not be used as a baseline for modeling current consumer behavior — the YOLO mentality post-COVID represents a structural shift in household psychology, not a deviation to be mean-reverted.
- The hosts argue that 85% of financial analysts are cognitively unprepared for a world where the key independent variables — geopolitics and politics — are inherently mushy and reflexive, rather than fixed inputs into a Newtonian model.
- Marco argues that predicting World Cup outcomes is structurally closer to geopolitical forecasting than any other sport, because national football federations encode decades of tactical style that persists across player generations, making top-down structural analysis more predictive than roster-level data.
- On space, Marco argues that Elon Musk's proposal for space-based data centers — initially dismissed as absurd — may be strategically necessary given growing political backlash against terrestrial AI infrastructure, with half of US states trending toward restrictions on data center buildout.
- Marco argues that the USMCA deal will survive because Mexico has been maximally accommodating throughout — willing to raise tariffs on China, restructure auto content rules, and do whatever Washington asks — with the more consequential and uncertain negotiation being with Canada's Mark Carney.
Topics
Transcript
I see politics. It's everywhere. Hello, listeners. Welcome to another episode of Geopolitical Cousins. Marco and I dive into some questions about Iran, about the AI economy. We close with predictions on the NBA finals, lots of other interesting things in here. Take care of the people that you love. Cheers. We'll see you. All right, your cousins recording for you on the weekend, Saturday, May 30th, 930 a.m. U.S. Central Time. Cousin, I played basketball yesterday for the first time in like three to four weeks. Nice. I am sore, man. Yeah, man. Like I, wait, are you getting old? Are you in your forties? I am. I am not yet in my forties. I should probably not complain.…
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