AI Power Delivery — The 30% Parasitic Loss

perspective

AI Power Delivery — The 30% Parasitic Loss

status active priority high thesis tickers 20 scan-mentioned tickers 181 events 42 latest

Six orders of magnitude voltage drop from power plant (~hundreds of thousands of volts) to transistor (~0.7V) is being redesigned simultaneously at every layer. NVIDIA's own analysis: ~30% power lost grid→GPU = 300 MW at a 1GW data center. The race to 'shorten the path' repeats at grid (HVDC), rack (800V DC), board (VRM/VPD topologies), and die (BSPDN) — every layer has different winners. NuttyCLD argues the EV supply chain (Porsche/BYD 800V SiC + GaN ecosystem) is crossing into AI infra as a second demand curve. Validated by Vertiv +152% organic orders Q4 2025, Delta passing Foxconn as Taiwan #2, Intel 18A Panther Lake ramping 6-7x in Q2, MS estimating Kyber rack power-solution value rises >10x vs GB200. UPDATE 2026-05-02: Crusoe CEO Lochmiller (operator-side) hardens incumbent-electrical bear — Eaton/Schneider 'have fundamentally not innovated in the last hundred years', exposing them to solid-state transformers + 800V DC adoption. UPDATE 2026-05-22: R25-C refreshed the perspective as stale-right, not stale-wrong: MPWR Q1 resolved positively, ETN remains the cohort laggard supporting the incumbent-bear leg, and WOLF's equity re-rate is balance-sheet repair rather than…

Watch for: MPWR Vera Rubin socket share + ASP follow-through after positive Q1 catalyst resolution, Vicor Gen 5 VPD ramp 2H 2026, BESIY orders for SK hynix HBM + foundry BSPDN, Intel 18A yield + Panther Lake unit ramp Q2 2026, TSMC A16 SPR volume timing (now 2027, was 2H 2026), NVIDIA Feynman 2028 (first AI accelerator on A16+SPR), Delta Electronics market cap relative to Foxconn, Wolfspeed substrate share plus gross-margin repair (bottoming or terminal? equity re-rate is not enough), MLCC capacity allocation pricing (Murata, Samsung Electro-Mechanics), ETN/Schneider response signal — defensive product announcements OR hyperscaler design-out language

physics-down3d agoas of
paradigm track record 83% · 2.5/3 verdicts physics-down · high confidence · small sample (n=3) AI Optical Supercycle: HITAI Power Bottleneck: HITGulf Infrastructure Strike: PARTIAL

The thesis basket — the 20 tickers this perspective actually tracks. Everything else it has touched is folded below.

MPWR $1,415.99 +7.9% 30d coming into play AOSL $31.07 -0.6% 30d coming into play VICR $253.50 +6.7% 30d coming into play IFNNY $71.54 -2.1% 30d coming into play NVTS $14.58 +27.2% 30d coming into play POWI $62.10 -11.8% 30d coming into play BESIY $274.40 +6.2% 30d coming into play ON $83.38 -4.6% 30d coming into play STM $55.79 -10.1% 30d coming into play WOLF $34.96 +17.0% 30d coming into play VRT $292.43 +1.0% 30d coming into play ETN $455.40 +14.1% 30d in trend AIXA.DE $42.18 +6.9% 30d coming into play VECO $54.40 +4.1% 30d coming into play AMAT $535.31 +1.1% 30d coming into play LRCX $343.84 +9.8% 30d coming into play ASML $1,883.12 +7.9% 30d in trend MRAAY $26.03 +9.0% 30d coming into play INTC $103.49 +8.9% 30d coming into play TSM $430.97 +8.2% 30d coming into play
Seen alongside in scans (28 shown of 161) — symbols that appear with this perspective, not the thesis basket
AAL $14.43 -3.7% 30d coming into play AAOI $154.89 +51.2% 30d coming into play AAPL $305.59 -8.4% 30d coming into play ACLS $144.11 +5.6% 30d coming into play AEHR $145.61 +79.7% 30d in trend ALAB $320.17 +5.5% 30d coming into play ALMU $17.78 +21.8% 30d retreating AMD $506.00 +2.1% 30d coming into play AMKR $61.30 -2.6% 30d coming into play AMZN $261.31 +5.7% 30d in trend APD $300.86 +1.8% 30d coming into play APLD $31.18 +20.9% 30d retreating ASHR $35.20 +4.7% 30d coming into play ASPI $4.02 +3.6% 30d retreating ASTS $71.14 +23.1% 30d retreating ASX $39.91 +3.9% 30d coming into play ATI $231.78 +24.5% 30d in trend AVGO $392.43 +5.8% 30d coming into play AXTI $95.97 +109.3% 30d coming into play BA $225.95 +5.6% 30d coming into play BABA $124.71 +8.5% 30d retreating BE $232.16 +8.0% 30d coming into play BEAM $27.10 -1.6% 30d coming into play BKSY $30.77 +38.7% 30d coming into play CAMT $171.80 +17.6% 30d coming into play CCJ $98.58 +15.1% 30d coming into play CEG $278.20 +10.2% 30d retreating
Show all 161 ticker links
no live data (1) — unresolved, delisted, or non-US symbols

The Thread

The thesis as it unfolds — by source type (the symbol grid above is the current state).

Recent Shifts

2

Research

10

Captures

10

Calendar & Lifecycle

20