ChipVat
San Francisco, CA
Sealed supercritical computing
Patent pending
A computing machine, not a cooling accessory

A computer that pressurises itself with its own waste heat.

Seal a rigid vessel, fill it with carbon dioxide above its critical density, and put the processors inside. The heat raises the pressure; the pressure drives the circulation. No pump, no compressor, no chiller, and no network between the chips.

139bar
at 35 °C, self-pressurised
800bar
highest vessel rating
12
neighbours per module
0pumps
no compressor, no chiller
Copper-chromium-zirconium shell, cut away · CO₂ rising off hot modules
ChipVatchipvat.com
ChipVat
Founder
Founder

James Jacobs

Founder and sole inventor. Three US provisional patent applications filed in 2026, covering the vessel, the module geometry and the interconnect.

Built the engineering model that sizes every machine in this deck. It runs in public at chipvat.com.

Patents
3 US provisionals · 151 claims in the third — filed 08/12/26, 08/18/26, 09/08/26
Stage
Pre-seed — self-funded to date
Based
San Francisco, California
Contact
hello@chipvat.com · (510) 328-3985
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ChipVat
The problem
The problem

Big compute is throttled by what's built around the chips.

A message between GPUs in different servers crosses a PCIe root, a network card, a cable, a switch, another cable, another network card and another PCIe root. Then a chiller plant pulls the heat out, and all of it needs a hall.

7stages
between two GPUs in different servers
1.54
average data-centre PUE, Uptime Institute 2025
<4m
UALink scale-up cable reach
Top: conventional path · Bottom: ChipVat, one substrate trace
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ChipVat
How it works
How it works

Fix the charge, and heat becomes pressure.

The vessel is rigid and sealed, so the CO₂ can't expand. Filled at 800 kg/m³, above its critical density, every degree adds about 4.9 bar, with no pump doing the work. CO₂'s critical point, 30.98 °C and 73.8 bar, sits between room and chip temperature.

20 °C
66 bar — sitting cold
35 °C
139 bar — design operating point
107 °C
500 bar
167 °C
800 bar — the highest rating the design allows

CoolProp, Span–Wagner equation of state for CO₂ at 800 kg/m³.

139 bar35 °C
Pressure vs temperature at 800 kg/m³ · dashed: liquid–vapour boundary
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ChipVat
How it works
How it works

Buoyancy moves the heat. Nothing else does.

Rise
Fluid next to a hot module thins and rises.
Reject
At the shell it gives its heat to four counter-wound coolant coils and sinks.
Repeat
The loop turns as long as the chips run — the computation is the pump.
Outside
A coolant loop carries the heat to a dry cooler.

Model at 1000 mm: bulk fluid 26 °C · die 48 °C · coolant supply 37 °C · 7.8 m² of coil contact.

Section through the vessel · orange: heated fluid rising · blue: cooled fluid falling
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ChipVat
The machine
The shape follows from a packing problem

Twelve faces. Twelve neighbours. No network.

The module

A rhombic dodecahedron

Twelve faces touch twelve neighbours, the most any equal body can touch in three dimensions. Identical modules stack with no gaps.

The liner

The same solid, larger

Every facet lies parallel to a module face, so modules seat only at particular sizes.

The interconnect

One substrate, no network

The facets carry the wiring, so no signal crosses a network hop to reach another module.

One module, then its twelve neighbours arriving on the face-centred cubic lattice
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ChipVat
Sizes
Four machines, drawn to scale

Pick a size and a pressure rating.

Inner bore
Vessel rating

Beside the shell: a 1.75 m person and a 32-inch doorway (0.81 m clear), facing you. Mass is shell + CO₂ + modules; stand, supplies and plumbing add more.

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ChipVat
Pressure rating
The rating is a design dial, 150 to 800 bar

More rating buys time. It costs copper.

The charge sets the pressure; the rating only sets how far it may climb before the vessel is at its limit. Every step up thickens the wall, and the wall is most of the weight.

250 bar
reached at 57 °C — 5.8 min after cooling fails, 1000 mm
500 bar
reached at 107 °C — 25.7 min
800 bar
reached at 167 °C — 74 min

Wall per ASME VIII-1 membrane formula, Cu-Cr-Zr C18150 at 120 MPa allowable. Minutes assume no heat leaves at all; module heat capacity 700 J/kg·K is assumed.

Total mass vs vessel rating, each size · model outputs
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ChipVat
Specifications
Engineering model outputs, not measurements

Full specifications

Inner bore670 mm1000 mm1170 mm1500 mm
Compute
Modules (CPU / storage)23 (3 / 3)101 (8 / 8)179 (15 / 15)420 (34 / 34)
Memory7.7 TB33.9 TB60.1 TB141 TB
Compute heat · wall draw21.9 · 24.6 kW96.4 · 108 kW171 · 191 kW386 · 449 kW
Charge
CO₂ at 800 kg/m³ · gas if released109 kg · 59 m³345 kg · 188 m³540 kg · 294 m³1,107 kg · 602 m³
Stored energy, lower bound (TNT)1.1 kg3.6 kg5.6 kg11.4 kg
Shell wall · outside diameter
250 bar35.6 · 741 mm53.2 · 1,106 mm62.2 · 1,294 mm79.8 · 1,660 mm
500 bar72.8 · 816 mm108.7 · 1,217 mm127.2 · 1,424 mm163.0 · 1,826 mm
800 bar119.6 · 909 mm178.6 · 1,357 mm208.9 · 1,588 mm267.9 · 2,036 mm
Mass (shell + CO₂ + modules) · floor load under the shell
250 bar645 kg · 290 psf2,170 kg · 462 psf3,492 kg · 543 psf7,402 kg · 719 psf
500 bar1,275 kg · 500 psf4,264 kg · 750 psf6,846 kg · 880 psf14,470 kg · 1,132 psf
800 bar2,249 kg · 709 psf7,501 kg · 1,062 psf12,031 kg · 1,244 psf25,400 kg · 1,598 psf

Offices are designed for 50 psf, heavy storage for 250 psf (ASCE 7 Table 4.3-1). Stored energy: isentropic expansion from 35 °C to CO₂'s triple point; expansion to open air adds more.

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ChipVat
Weight
Weight

No office floor can carry any of them.

Office floors are designed for 50 lb per square foot. The lightest ChipVat, 670 mm at 250 bar, puts 290 psf under its shell. At 500 bar the 1500 mm machine weighs 14.5 tonnes and puts 1,132 psf on the floor.

Every size belongs on a ground-floor slab or a floor a structural engineer has checked.

Ratings: ASCE 7 Table 4.3-1. Bearing is concentrated through the stand's feet, so the under-shell figure is the one to design against.

Floor load under the shell · 250 / 500 / 800 bar ratings · dashed: code ratings
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ChipVat
Pressure
Pressure

If cooling stops and the chips don't, the clock starts.

139 bar is about 137 times atmospheric pressure. With coolant lost and compute at full power, a 1000 mm machine reaches its rating in:

5.8min
250 bar rating
25.7min
500 bar rating
74min
800 bar rating

So compute power is cut automatically on a pressure trip well below the rating, and a certified relief valve and burst disc vent outdoors.

Estimate assumes no heat leaves at all; module heat capacity 700 J/kg·K is assumed.

1000 mm machine after total loss of cooling · each line stops at its rating
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ChipVat
Safety
How this machine could kill someone

Three ways. Each one designed against.

Suffocation

CO₂ is colourless, odourless and 1.5 times heavier than air, so a leak pools at the floor. 4% is immediately dangerous to life (NIOSH); 10% causes unconsciousness within minutes. A 1000 mm machine releases 188 m³ of gas.

Rupture

The charge stores at least 1.1 kg of TNT-equivalent energy in the smallest machine and 11.4 kg in the largest. A failed shell throws fragments.

Cold burns

Escaping CO₂ freezes into dry ice at −78.5 °C. The jet causes frostbite on contact.

NIOSH IDLH 40,000 ppm · OSHA and EPA: 10% and above, unconsciousness or death · energy and gas volume from CoolProp.

Full release from a 1000 mm machine into a closed 10 × 10 m room, before it mixes
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ChipVat
Safeguards and open risks
Safeguards, and the risks still open

What goes around the machine, and what we still have to prove.

Siting

Ground-floor slab or an engineered floor. Rooms sized and ventilated for a full release. Never an office.

Detection

Fixed CO₂ detectors at floor level, alarms, and low-level extraction that starts on its own.

Pressure protection

ASME Section VIII design and stamp, hydrostatic test, relief valve and burst disc vented outdoors, pressure trip on compute power.

Service takes the vessel down

Swapping a module means venting and recharging the whole machine, an estimated working day. Sites run several vessels.

Thermal margin shrinks with size

The hottest of many modules is hotter than the average. Temperatures get measured on the built machine.

First articles

No second source yet for shell, liner, modules or substrate. Hermetic optics qualified in CO₂ at 139 bar is the last open unknown.

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ChipVat
Build
How it gets built

The hard parts already have sourcing routes.

GPUs

Packages from retail cards

No bare-die sourcing and no flip-chip rework. Donor cards cost about $0.18 M for the 670 mm machine and $3.36 M for the 1500 mm machine.

Substrate

Single-crystal aluminium nitride

Within 16 µm of silicon's expansion across a 77 mm face, 320 W/m·K, an electrical insulator, clear at telecom wavelengths.

Interconnect

An open standard

UALink 200G 1.0, ratified April 2025, defines an accelerator pod with no PCIe root, NIC or network in the path.

Shipping

Ships empty

The vessel travels without its charge and is filled with CO₂ on site, so it moves as an unpressurised part.

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ChipVat
Available now
Available now

We also build vats around hardware you already own.

Separate from the machine: a sealed immersion vat engineered around a customer's own cards and power supplies.

Ship
Send the cards and supplies. We bench-test everything and measure the actual stack.
Build
We fabricate the vat around that build — mounting, sealing, drain, filtration.
Pay
Nothing up front. The invoice comes 30 days after the build ships.
Fail
Hardware that fails testing goes home with no order written.
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ChipVat
Intellectual property
Intellectual property

Three US provisional applications on file.

The non-provisional claiming all three is due by 08/12/27. The model behind every figure here runs live at chipvat.com.

08/12/26
First provisional filed
08/18/26
Second provisional filed
09/08/26
Third provisional · 151 claims · 18 aspects
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ChipVat
San Francisco, CA
Patent pending
What we're looking for

Help building the first 670 mm machine.

Build partners
Teams running tightly coupled training or inference.
Fabrication
High-pressure vessel shops, copper-alloy brazing, single-crystal AlN.
Investors
Pre-seed, comfortable with a regulated first-article build.

James Jacobs
hello@chipvat.com · (510) 328-3985 · chipvat.com

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