Bottleneck Era
Hans Henning@iamhanshenning
−4.3%
since Oct 10
The idea
I believe cheap AI makes intelligence abundant but pushes harder against physical and institutional limits, so power, grid capacity, critical minerals, defense, and liability moats keep pricing power while plain software gets commoditized. The basket spreads across six layers, roughly a fifth each in power and grid infrastructure and in data or liability moats, with meaningful stakes in defense, minerals, capital owners, and restructuring advisors who benefit as the failure rate rises.
What it owns
- AI electricity demand is growing faster than turbines, transformers and transmission lines can be built, giving pricing power to the companies that make and operate them. · GE VernovaIt manufactures gas turbines and electrical grid equipment that utilities need to add power capacity as AI demand outpaces current supply., Eaton CorporationIt manufactures transformers, switchgear and power distribution equipment that every data center and utility upgrade requires., Constellation EnergyIt operates the largest US nuclear fleet, providing steady baseload power that AI companies need and cannot easily source elsewhere., Quanta ServicesIt supplies the skilled crews that build transmission lines and substations, and trained labor is one of the hardest physical constraints to scale.22%
- When code and models become cheap, lasting competitive advantages belong to companies with proprietary data, physical operations or legal responsibility for outcomes. · Verisk AnalyticsIt owns decades of insurance claims data that insurers rely on to price risk, a proprietary dataset competitors cannot recreate., Intuitive SurgicalIts surgical robots combine physical execution, accumulated procedure data and medical liability, creating moats that software alone cannot replicate., Palantir TechnologiesIt integrates AI into customers' own data and operations for militaries and companies, creating switching costs that cheaper alternatives cannot undercut., S&P GlobalIts credit ratings carry legal and regulatory standing, a liability moat, and more corporate formation and failure means more debt requiring ratings.20%
- Persistent gray-zone conflict and AI-enabled sabotage drive steady government and corporate spending on autonomous systems, drones and cyber defense. · CrowdStrikeIt provides cybersecurity defense against hacking and AI-driven sabotage, a service companies expand as threats grow more constant., L3Harris TechnologiesIt manufactures military communications, sensors and missile components for defense budgets that grow in response to persistent low-level conflict., AeroVironmentIt manufactures small drones and loitering munitions used constantly in modern conflicts, driving steady orders from the US and allied governments., Kratos DefenseIt builds low-cost jet drones designed for large-scale deployment, supporting the autonomous defense spending this take expects from the Pentagon.17%
- Copper, uranium and rare earths are essential inputs for data centers, grid upgrades and defense systems, and new supply takes a decade to develop. · Freeport-McMoRanIt mines copper, which is essential for every wire, motor and transformer, and new mines take a decade to open, creating a structural supply shortage., CamecoIt mines uranium and manufactures nuclear fuel, so reactor restarts and new builds for AI power push demand ahead of available supply., MP MaterialsIt is the main US source of rare earths for magnets in motors, drones and missiles, a supply chain advantage Washington supports at premium prices.14%
- Large firms that own physical assets and lend against them benefit when returns flow to capital rather than labor or software. · Brookfield CorporationIt owns power plants, infrastructure and real estate, plus an insurance arm, collecting returns on the scarce physical assets this take expects capital to favor., Apollo Global ManagementIt lends money sourced from its insurance business into physical assets rather than software-focused buyouts, matching the capital owner profile this take describes.12%
- Faster corporate failure means more bankruptcies and restructuring events, and advisors earn fees on every engagement. · Houlihan LokeyIt is the largest restructuring advisory firm, earning fees from every bankruptcy and debt workout during periods of elevated corporate distress., PJT PartnersIt operates a top restructuring practice, earning advisory fees from distressed companies reworking debt during periods of elevated corporate failure.8%
- Cash7%