Core Methods: Systems Thinking and Weak Signals

In Episode 449 of Hidden Forces, Demetri Kofinas speaks with Chase Taylor, head of research at Bulwark Capital Management and founder of Pinecone Macro Research about investment opportunities around the buildout of the new "electric stack" and the AI CapEx Boom that relies on them.

Chase and Demetri spend the first hour of this episode exploring his methodology, how he extracts signals from noise, and why a multidisciplinary approach to investing is especially important during periods of disruptive sociopolitical and technological change like the kind we are experiencing today. They then apply these ideas to two important technological trends underway in the global economy: (1) the transformation of the so-called "electric stack" or electro-industrial stack and (2) the AI CapEx Boom that relies on it.

They begin with a deep-dive exploration of the dramatic cost declines happening across the entire electric stack, beginning with the addition of new sources of energy, advancements in battery technology for storage, the use of magnets and motors that turn electricity into mechanical motion, power electronics that shape it into the precise force needed by today's technologies, and the embedded compute that orchestrates and decides how and when to put that force into action.

They discuss the sources of China's dominance in this industry, the horizontal complementarities in its manufacturing ecosystems, the advantages of vertical integration, and what America and Europe need to do in order to remain competitive in this new industrial ecosystem.

The second hour is devoted to exploring the implications for investors of the current AI CapEx boom, how the USD might behave in a growth slowdown scenario post-Liberation Day, and what the Trump administration's military and covert action threats against Maduro's regime in Venezuela can tell us about his foreign policy and whether we are returning to a more colonial phase of domination by the American empire over the Western hemisphere.

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Producer & Host: Demetri Kofinas Editor & Engineer: Stylianos Nicolaou

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Episode Recorded on 11/10/2025