Topic hubs
Eight organised entry points into 60+ essays on AI infrastructure. Power, cooling, semiconductors, financing, regulation, nuclear, interconnection, M&A.
The essays on this site cover AI infrastructure across multiple series (DC-DC Transition, AI Power Chain, Regulatory Layer, Investment Layer, Case Studies, Tech Spotlights, Deal Tear-Downs, Due Diligence). Each topic hub organises the essays that touch a specific area into a single reference. With a defining data point, vendor matrix, economics, regulation, case studies, and external references. Use hubs as the starting point when you want depth on a topic; use series when you want to read sequentially.
The transition from 48V to 800V DC distribution for AI infrastructure. Architecture, vendors, economics, regulation, supply chain.
Direct-to-chip liquid cooling, immersion cooling, and the co-emergence with 800V DC at 100+ kW rack densities.
Wide-bandgap (SiC, GaN) and specialty power semiconductors reshaping AI infrastructure power delivery.
Retrospectives on consequential deals of the AI infrastructure cycle. PE take-privates, industrial consolidation, hyperscaler PPAs.
Debt structures, equity vehicles, and capital sources underwriting the ~$500B-1T AI infrastructure buildout.
The ten regulatory workstreams determining whether AI capex gets delivered. FERC, PUCs, EPA, zoning, CFIUS, export controls, and more.
How hyperscalers are securing baseload nuclear capacity for AI data centres. Restart, SMR, PPA structures.
The FERC + ISO grid-queue constraint that determines when AI capex gets delivered. Post-Order 2023 state of play.
Latest flagship essays
Recently published long-form essays. Direct links to the newest work alongside the topic hubs above.
10-layer BOM, semiconductor $/MW, conversion boundary between sidecar and compute rack, and what could kill the sidecar.
$34M of silicon per MW of AI compute, decomposed across compute, storage, networking, and power layers. 1 MW Blackwell reference.
ECAP silicon capacitors, FinFast switching, the strategic logic behind the July 2026 acquisition.
Shortage is not pricing power. Ten commercial positions across the AI infrastructure chain, sorted by the two conditions that determine rent.
48V incumbents face 20-40 percent revenue-at-risk. Vertiv / Eaton / Schneider win through content-dollar expansion 2-3x per rack.
Comparison references
Side-by-side comparisons on common AI-infrastructure decision points. Direct entry for specific trade-off questions.
The architectural transition. Loss, copper, density, retrofit cost, when each wins.
Direct-to-chip liquid cooling vs single-phase vs two-phase immersion. When each architecture wins at >100 kW rack density.
Voltage class, switching frequency, cost per kW, qualification depth. The complement vs the substitute.
The two 800V DC specifications under contention. Topology, protection, grounding, vendor ecosystem.
TMI restart, Kairos SMR, Vogtle 3/4 — three paths to firm baseload for AI compute. Timeline, cost, risk.
H100, B200, GB300, Vera Rubin, Rubin Ultra. Per-rack power draw and the architectural implications at each tier.
Tools and calculators
Interactive diligence tools and probabilistic models used alongside the written analysis.
Interactive scoring across the six-layer power chain for AI infrastructure deals.
162-point physical + 105-point thesis scoring on the AI Power Chain framework.
Scenario tree + FY28 revenue sensitivity for Rubin design-win capture.
Paired-exit valuation across the Rubin Ultra 2027 CPO scale-up window.
VFD vs soft starter TCO across industrial application profiles.
Monte Carlo across macro scenarios for Emerald AI, Enchanted Rock, Verrus.
Recent flagship additions
Standalone essays that sit alongside the series work.
How grid and AI compute interact through the flexibility right, with an opinionated view on Emerald AI's Series A valuation.
The 2026 state of play across the wide-bandgap semiconductor cohort. Supply, pricing, design wins.
NVIDIA OpenAI backstop, OCP Mt. Diablo spec release, July hyperscaler capex guidance.
How to use these hubs
Each hub is a curated entry point. Not a chronological list. Section structure: (1) defining data point + chart, (2) architecture references, (3) vendor matrix, (4) economics, (5) regulation, (6) case studies, (7) latest essays, (8) related hubs, (9) external references. Follow hub cross-links to move sideways between topics; follow essay links to go deep on specific analysis.
Full series index
If you prefer reading sequentially, browse by series tag:
· The DC-DC Transition13 essays on 800V DC architecture
· The AI Power Chain6-layer competitive framework
· The Investment Layer8 essays on AI infrastructure capital
· Due Diligence for the AI Buildout14 essays + 3 supplements
· The Regulatory Layer10 essays on regulatory workstreams
· Case Studies8 retrospectives on consequential deals
· Tech Spotlights15 essays on specific companies and technologies
· Deal Tear-DownsRecurring architectural analysis of specific transactions
· Deal WatchOngoing analysis of transaction pipeline
Full glossary of acronyms used across the corpus: /glossary/
External references are linked at the bottom of each hub. DOE, EPA, FERC, IEC, NRC, SEC, and authoritative technical papers.