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Field notes

Everything above this layer is design; this layer is where atoms actually get moved. It is also the most concentrated place in the world economy: one company fabricates nearly every advanced AI chip, using machines only one other company can build.

Start with these three

TSMC The indispensable company. Nearly every chip in this database was born here. EL EUV Lithography The machine only ASML can build — tin droplets, lasers, and the flattest mirrors ever made. CO CoWoS The packaging step that rationed the world's GPU supply for two years.

Foundries & packaging houses

5
TS TSMC The indispensable factory: nearly every leading AI chip is made here. TSM ASE Technology The world's largest packaging and test house (OSAT). ASX AT Amkor Technology The US-headquartered OSAT building advanced packaging in Arizona. AMKR GL GlobalFoundries The trailing-edge specialist that still fabricates Groq's LPU. GFS SM SMIC China's leading foundry, pushing 7 nm-class production without EUV.

Process nodes

6
TN TSMC N5 / 4N (5 nm class) The node of the AI era: Hopper, MI300, TPU v5, Maia all live here. I1 Intel 18A America's leading-edge hope: RibbonFET + backside power at Intel's fabs. TN TSMC N2 (2 nm) Gate-all-around arrives: volume production from late 2025. TN TSMC N3 (3 nm) The current leading edge in volume: MI355X, Trainium3, Rubin-class parts. TN TSMC N4P / 4NP The refined 5 nm derivative under Blackwell. TN TSMC N7 (7 nm) The 2018–20 node of A100, TPU v4 and the first AI boom.

Lithography

2
EL EUV Lithography 13.5-nanometer light from exploding tin droplets — the machine behind every leading-edge chip. HN High-NA EUV The ~$380M next step: bigger optics, finer features, halved field size.

Advanced packaging

3
CO CoWoS TSMC's 2.5D packaging — the assembly step that rationed the world's GPUs. E& EMIB & Foveros Intel's bridge-and-stack packaging arsenal. S( SoIC (3D Stacking) TSMC's die-on-die hybrid bonding — true 3D chips.

Semiconductor equipment

7
ASML The only maker of EUV lithography machines — a literal monopoly at the source. ASML AM Applied Materials The broadest toolmaker: deposition, etch, implant — and packaging tools too. AMAT BS BE Semiconductor (Besi) The hybrid-bonding specialist for the 3D-stacking era. BESI.AS DC DISCO Corporation The company that cuts and grinds nearly every advanced chip. 6146.T KL KLA Process control: the inspection tools that make advanced yields possible. KLAC LR Lam Research Etch and deposition leader — critical to HBM's through-silicon vias. LRCX TE Tokyo Electron Japan's equipment giant — coaters, etchers and bonders in every fab. 8035.T

EDA & IP

3
AR Arm The instruction set of the AI data center's CPUs — licensed, not manufactured. ARM Cadence Design Systems The other EDA duopolist — and a growing seller of AI-accelerated design. CDNS Synopsys The largest chip-design software company — every AI chip is designed in EDA. SNPS