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# Compute Leverage Brief
## Eight of the eleven links a training run passes through can stall it at eighteen months

Can refuse supplyCan decide who is servedStalls a runChip-design software — held by Synopsys, Cadence, Siemens EDA. It can stall the run at eighteen months. The check over it: a licensing regime can forbid a transfer to a destination or a party; none of these regimes obliges a holder to supply any particular buyer.Chip-design softwareChip lithography — held by ASML. It can stall the run at eighteen months. The check over it: a licensing regime can forbid a transfer to a destination or a party; none of these regimes obliges a holder to supply any particular buyer.Chip lithographyLeading-edge fabrication — held by TSMC, Samsung Foundry, Intel Foundry. It can stall the run at eighteen months. The check over it: a licensing regime can forbid a transfer to a destination or a party; none of these regimes obliges a holder to supply any particular buyer.Leading-edge fabricationHigh-bandwidth memory — held by SK Hynix, Samsung, Micron. It can stall the run at eighteen months. The check over it: a licensing regime can forbid a transfer to a destination or a party; none of these regimes obliges a holder to supply any particular buyer.High-bandwidth memoryAdvanced packaging — held by TSMC, OSATs (ASE, Amkor, SPIL). It can stall the run at eighteen months. The check over it: a licensing regime can forbid a transfer to a destination or a party; none of these regimes obliges a holder to supply any particular buyer.Advanced packagingAI accelerators — held by NVIDIA, Google TPU, AWS Trainium, AMD. It can stall the run at eighteen months. The check over it: a licensing regime can forbid a transfer to a destination or a party; none of these regimes obliges a holder to supply any particular buyer.AI acceleratorsIn-server interconnect — held by NVIDIA. It can stall the run at eighteen months. The check over it: a licensing regime can forbid a transfer to a destination or a party; none of these regimes obliges a holder to supply any particular buyer.In-server interconnectGrid power — held by ISO/RTO (MISO, PJM, ERCOT, SPP), local utility, state PUC, FERC, EPA. It can stall the run at eighteen months. The check over it: the holders are themselves public bodies running a queue, so the same process that can refuse a connection also decides whose connects first.Grid powerBetween-server networking — held by NVIDIA/Mellanox InfiniBand, Broadcom/Arista Ethernet. It cannot stall the run at eighteen months. The check over it: a rival is a substitute, not a check — nobody can be made to do anything.Between-server networkingData-center capacity — held by AWS, Microsoft Azure, Google Cloud, CoreWeave, Oracle, neoclouds. It cannot stall the run at eighteen months. The check over it: a rival is a substitute, not a check — nobody can be made to do anything.Data-center capacityCapital — held by hyperscaler balance sheets, sovereign funds (QIA, PIF, Mubadala), mega-VC. It cannot stall the run at eighteen months. The check over it: a rival is a substitute, not a check — nobody can be made to do anything.Capitalnot a chokepoint at eighteen monthsstalls a rundoes notthe check over that chokepoint reaches this far

_The reach of the check._ Every link a frontier training run passes through, in the order it passes them. A solid mark is a link where one holder can stall the run for a year or more; a hollow mark is one where it cannot, because a production alternative already exists. For each of the eight that can stall it, the bands show what the check over that layer is able to do — refuse supply, decide who is served, or both. The two are different powers and the figure keeps them apart deliberately: a rule that can forbid a shipment to the wrong buyer is not a rule that can put a lab at the front of the queue. What is drawn from the substrate is the holder, the verdict and the KIND of check; what each kind of check can do is Scrutica’s reading of that kind, written once and applied to every layer that has it — it is not a field in the record, and a reader who disagrees with the reading can see exactly which rows it moves. No band is drawn for the three links that are not chokepoints: a check over something nobody is waiting on is not a finding.

Training a frontier model runs through a long supply chain: the software the chips are designed on, the handful of machines that can pattern them, the fabs that print them, the packaging that fuses them, and the power to run it all. At eight points along that chain a single holder can stall the work for a year or more. Every one of the eight sits under some check — which is the reassuring half of the finding, and not the half that matters. The check that reaches seven of them is export-control law, and what export-control law does is decide where a holder may sell. It does not decide that a holder must sell, or to whom. For a lab trying to field the next run, that second question is the whole question, and exactly one of the eight chokepoints has anything standing over it that can answer it: grid power, where the holders are public bodies running a queue.

### One rule, read closely

The narrowest of the eight is advanced packaging — the step that fuses bare silicon and memory into a working accelerator, held by TSMC and OSATs (ASE, Amkor, SPIL). Until January 2025 no export rule reached it at all. One now does: [the BIS due-diligence rule for advanced computing chips](https://www.federalregister.gov/documents/2025/01/16/2025-00711/implementation-of-additional-due-diligence-measures-for-advanced-computing-integrated-circuits) (90 FR 5298) makes approved-packager attestations the mechanism by which packaged advanced chips escape a licensing presumption, and requires quarterly compliance reporting to Washington. It took effect on 16 January 2025 and bound exporters from 31 January — the rule states the two dates separately, and the second is the one at which anybody had to do anything.

Read it for what it does. It polices where finished chips end up. It says nothing about who gets the packaging capacity in the first place — and packaging capacity is allocated years out, which means for the next frontier run the allocation is the binding decision and the rule does not touch it. That decision answers to the customers already in the queue. This is the shape of seven of the eight rows in the figure above, and it is why “the layer is checked” and “the layer is governed” are not the same sentence.

### The chain

Cite

PrintScreenshot

The last three rows are the links that are not chokepoints at eighteen months — the denominator, set quieter.

Link in the chain

Can one holder stall the run?

What checks it

What that check can do

Chip-design software · the toolchains every leading-edge chip is designed on — Synopsys, Cadence, Siemens EDA

Yes

Export-control law

Stop a sale

Chip lithography · the machines that pattern leading-edge chips — ASML

Yes

Export-control law

Stop a sale

Leading-edge fabrication · the fabs that print the smallest transistors — TSMC, Samsung Foundry, Intel Foundry

Yes

Export-control law

Stop a sale

High-bandwidth memory · the stacked memory every accelerator needs — SK Hynix, Samsung, Micron

Yes

Export-control law

Stop a sale

Advanced packaging · the step that fuses bare silicon into a working accelerator — TSMC, OSATs (ASE, Amkor, SPIL)

Yes

Export-control law

Stop a sale

AI accelerators · the chips that do the training — NVIDIA, Google TPU, AWS Trainium, AMD

Yes

Export-control law

Stop a sale

In-server interconnect · the high-speed links between chips in one box — NVIDIA

Yes

Export-control law

Stop a sale

Grid power · getting hundreds of megawatts connected — ISO/RTO (MISO, PJM, ERCOT, SPP), local utility, state PUC, FERC, EPA

Yes

Public bodies

Refuse a connection, and decide who is served

Between-server networking · the fabric that ties thousands of boxes into one machine — NVIDIA/Mellanox InfiniBand, Broadcom/Arista Ethernet

No — a production alternative exists

A market rival

Neither — a rival is a substitute, not a check

Data-center capacity · somewhere built to house the machines — AWS, Microsoft Azure, Google Cloud, CoreWeave, Oracle, neoclouds

No — a production alternative exists

A market rival

Neither — a rival is a substitute, not a check

Capital · the money a single run costs — hyperscaler balance sheets, sovereign funds (QIA, PIF, Mubadala), mega-VC

No — a production alternative exists

A market rival

Neither — a rival is a substitute, not a check

### Leverage at the five-year horizon

Most of the eight loosen within five years as rivals qualify. Two do not — chip-design software and chip lithography — where no second supplier is in sight at any horizon a Western lab could reach. That is a claim about how markets mature rather than a measurement, and the [Leverage view](/compute-leverage) draws it as a slope with the evidence grade of every coefficient marked on the line, including the ones for which no published figure was found.

This is the brief. The Leverage view has the full instrument: every holder, the switching cost and redeployment time behind each verdict, the rule that assigns each check, the per-field sources, and the same counts resolved against a specific lab’s run rather than the cross-run default.