Topicsliquid-cooling
Liquid Cooling, and the End of Air
A sourced reference collection on how AI data centres stopped being cooled by air — the physics that made the switch inevitable, the coolant distribution unit that separates a building's water from a processor's, seven years of fleet reliability data from an operator that has actually run it, a chemicals regulation that quietly killed one cooling architecture, and the attempt to move the coolant inside the silicon.
- Assertions
- 25
- Sources consulted
- 31
- Read in full
- 16/31
- Cited as evidence
- 16
31 sources sit behind this page — including any that arrive with a concept this page shares with another collection. 16 were retrieved and read in full, and only those can back an assertion. 5 could not be retrieved, and 10 were surfaced and deliberately set aside. Every one of them is named in the register below, with the reason in view. How we source this.
Timeline newest first · evenly spaced, not to scale
Our own synthesis, written to orient you — not evidence. Every factual statement here is asserted and sourced further down this page.
Start with the correction, because almost everything written about this gets it backwards. Liquid cooling is not new: computing equipment has been cooled by liquid using technologies developed by IBM and others since the 1960s. Air cooling is the interlude. The early-1990s shift from bipolar to CMOS circuits cut chip power density enough to make air economical for roughly a decade, densities returned to pre-1990s levels by the early 2000s, and liquid came back. What AI changed is the pace, not the direction.
The physics is not close. Google's engineers state that water transports approximately 4,000 times more heat per unit volume than air and has roughly 30 times the thermal conductivity, which is why liquid-cooled equipment takes up nearly half the volume of the air-cooled equivalent. The consequence is a ceiling you can put numbers on. Halls built a few years ago were designed for racks of 5 to 10 kilowatts. Air cooling is put at topping out near 15 kilowatts per rack. Direct-to-chip liquid cooling is in the range of 145. GPU racks today exceed 200 kilowatts, and both operators and vendors describe a trend toward 1 megawatt per rack, named as an industry target for 2030. Per-chip power did the same thing: about 300 watts in 2018, about 1,200 in 2024.
Mechanically it is four layers, and the interesting part is where each one ends. Two closed loops that never mix coolant — the building's water on one side, the water that touches a processor on the other — exchange heat through a plate heat exchanger inside a coolant distribution unit. From there a secondary loop reaches rack manifolds, sensors and control valves, and ends at a quick-disconnect coupling. In a colocation facility that coupling is the natural boundary between the operator's responsibility and the customer's, except that the coolant itself crosses it, so neither party owns fluid chemistry and both must maintain it. Cooling is the one colocation service that cannot be cleanly divided.
The best evidence in this collection is an operating record rather than a specification. Google has run liquid cooling at gigawatt scale across more than 2,000 TPU pods over seven years, from TPU v3 through Ironwood, reporting fleet-wide uptime consistently at about 99.999% and coolant-distribution-unit availability of about 99.999% since 2020 — achieved by making the pump and heat-exchanger unit redundant and backing it with UPS, six units to a rack where five suffice. In April 2025 it said it would open the fifth-generation design, Project Deschutes, through the Open Compute Project. Manufacturers building to it state 2 megawatts of capacity, a 3 degree Celsius approach temperature difference, 80 PSI of available pressure and 0.2 micron side-stream filtration. Two unrelated companies, Boyd and Nidec, have built units to it — a specification behaving like a specification.
The failure mode is measured in seconds, not degrees. ASHRAE's technical bulletin says chip power is moving into uncharted territory and that the loss of cooling can be catastrophic at extreme chip powers, naming two concerns: throttling from temperature excursions, and hardware damage from rapid spikes. Its mitigations are mostly about buying time — thermal inertia against load steps and power loss, active redundancy that holds cooling through the changeover rather than after it, transient modelling where no test data exists, and load-migration plans that fit inside the minimum server time-to-throttle under the worst-case failure the design allows. That last phrase is the real design constant.
One architecture was removed by a chemicals decision rather than an engineering one. Two-phase immersion, which lets the coolant boil, depended in practice on fluorinated fluids; on 20 December 2022 3M announced it would exit all PFAS manufacturing by the end of 2025, against roughly $1.3 billion of annual net sales and up to $2.3 billion of pre-tax charges. 3M's own announcement never mentions cooling — the link is made by trade reporting, which also records the EPA classifying some PFAS as hazardous and notes that single-phase immersion was largely unaffected because it can run on mineral or plant-based oils. A two-phase vendor's chief executive argued the impact was limited and that better alternatives existed; asked which, he named suppliers including one whose replacement fluid is itself a PFAS. That objection is recorded here, attributed, not adopted.
The move being announced now is to stop bolting a cold plate on and etch the channels into the silicon. Microsoft, with the Swiss startup Corintis, reported in September 2025 hair-width channels in an AI-designed leaf-vein pattern steering coolant to workload hotspots, with up to three times better heat removal than cold plates and up to a 65 percent reduction in peak silicon temperature rise in a GPU — laboratory results on a test chip, explicitly varying by chip and workload. Two things temper it. IBM demonstrated water-cooled 3D chip stacks in 2008 and DARPA funded intra-chip cooling from 2013, and none of it reached a shipping data-centre product. And the open questions are unanswered: yield, defect rates from the extra fabrication steps, who is liable for a leak found after assembly, no fleet reliability data, no interface standards, no retrofit path, no production date.
What is missing is named. The specification two manufacturers say they built to was not read, so its figures come from them rather than from it. ASHRAE sells its bulletins, so everything attributed to ASHRAE here comes from reporting of the bulletin rather than the bulletin. The peer-reviewed paper on Google's fleet was read only as far as its abstract and introduction; the body is behind a sign-in wall that was not circumvented. And a second independent treatment of the PFAS question returned 403 and was not pursued, so that story rests on one outlet.
Figures
Every number below is asserted and sourced elsewhere on this page.
What a rack was built for, and what it now holds
Power per rack across four decades of design assumption. The gap between the first two bars and the last two is why the cooling medium changed.
Power per rack, kilowatts
Halls designed a few years ago
Practical air-cooled ceiling
Direct-to-chip today
Densest GPU racks now
Stated industry target, 2030
Operator and trade-press figures, all asserted on this page: 5-10 kW as the density halls were designed for a few years ago and over 200 kW for today's GPU racks (Equinix, May 2026); about 15 kW as the air-cooled ceiling, about 145 kW for direct-to-chip today, and 1 MW as a stated industry target for 2030 (The Next Platform, September 2025). The 2030 figure is a target, not a measurement.
Per-chip power roughly quadrupled in six years
GPU thermal design power, 2018 against 2024. This is the number that made every other number on this page necessary.
GPU thermal design power, watts
2018
2024
Figures attributed to Ober and Iyengar in the introduction to a 2025 ITherm conference paper by Google engineers Madhusudan Iyengar and Jorge Padilla. Google's own engineering blog frames the same trend as a move from a historical 100 W to accelerators exceeding 1,000 W; that framing carries no dates, so it is not plotted here.
Concepts
The vocabulary this subject is built from, and what we can show about each.
AI Rack Power Density
componentshared from another collection — see its own page for what it assertsCoolant Distribution Unit (CDU)
componentGoogle reports liquid cooling at gigawatt scale across more than 2,000 TPU pods over seven years from TPU v3 through Ironwood, with fleet-wide uptime consistently about 99.999% and CDU availability about 99.999% since 2020, achieved through redundant pump and heat-exchanger units on UPS — six per rack, of which five suffice.
2 sources2 retrieved & read
- SupportsRetrieved & readGoogle's Liquid Cooling at Hot Chips 2025
- SupportsPrimary evidenceRetrieved & readEnabling 1 MW IT racks and liquid cooling at OCP EMEA Summit
The CDU exists to demarcate the Facility Water System from the Technology Cooling System — ASHRAE's stated recommendation — coupling them only through a heat exchanger, with pumps, filtration and sensors on the server side; its key metric, approach temperature, is the gap between facility-supplied and server-supplied liquid.
3 sources3 retrieved & read
- SupportsRetrieved & readNidec Accelerates Liquid-Cooling Adoption for AI Generation Data Centers: Prototypes Project Deschutes CDU Based on Google OCP Specification
- SupportsRetrieved & readThe Anatomy of a Direct-to-Chip Liquid Cooling System
- SupportsRetrieved & readASHRAE publishes liquid cooling guidelines as chip power moves into 'uncharted territory'
Google's fifth-generation Project Deschutes CDU design was opened through the Open Compute Project, and manufacturers building to it state 2 MW of cooling capacity, a 3 degrees Celsius approach temperature difference, 80 PSI available pressure, 0.2 micron side-stream filtration and fully redundant power feeds per pump circuit.
3 sources3 retrieved & read
- SupportsPrimary evidenceRetrieved & readBoyd to Showcase Google's Recently Released Two-Megawatt Project Deschutes Coolant Distribution Unit at the 2025 OCP Summit
- SupportsRetrieved & readEnabling 1 MW IT racks and liquid cooling at OCP EMEA Summit
- SupportsRetrieved & readNidec Accelerates Liquid-Cooling Adoption for AI Generation Data Centers: Prototypes Project Deschutes CDU Based on Google OCP Specification
Cooling as a Reliability Problem
processLeak handling is layered rather than clever: wireless spot detectors at high-risk points plus rope detectors around cabinet perimeters and vertical pipe runs, coupled to automatic shutoff valves, with equipment shipping built-in leak detection and pressure relief and certified to UL/CSA/IEC 62368-1.
3 sources3 retrieved & read
- SupportsRetrieved & readGoogle's Liquid Cooling at Hot Chips 2025
- SupportsRetrieved & readBrazos liquid cooling system for air-cooled data centers
- SupportsPrimary evidenceRetrieved & readThe Anatomy of a Direct-to-Chip Liquid Cooling System
ASHRAE states chip power is in uncharted territory and loss of cooling can be catastrophic, naming throttling and rapid-temperature-spike damage as its two concerns, and recommending thermal inertia, active redundancy through changeover, transient modelling, coolant quality monitoring and load migration inside the minimum server time-to-throttle.
1 source1 retrieved & read
- SupportsRetrieved & readASHRAE publishes liquid cooling guidelines as chip power moves into 'uncharted territory'
Data Centre Electricity Demand
othershared from another collection — see its own page for what it assertsDirect-to-Chip Liquid Cooling
processDirect-to-chip cooling runs a facility primary loop and a server secondary loop that never mix, exchanging heat through a plate heat exchanger in the CDU, with rack manifolds, sensors and control valves ending at a quick-disconnect coupling — the natural operator-customer demarcation, except that the coolant crosses it, so neither party owns fluid chemistry.
3 sources3 retrieved & read
- SupportsRetrieved & readEnabling 1 MW IT racks and liquid cooling at OCP EMEA Summit
- SupportsRetrieved & readGoogle's Liquid Cooling at Hot Chips 2025
- SupportsPrimary evidenceRetrieved & readThe Anatomy of a Direct-to-Chip Liquid Cooling System
Liquid's efficiency case is that warmer coolant still works, letting facilities run warmer water and cut or drop mechanical chillers, with pump power under 5% of equivalent fan power; NVIDIA's 300x water and 25x energy ratios carry no stated baseline and are recorded as claims, not findings.
2 sources2 retrieved & read
- SupportsPrimary evidenceRetrieved & readHow the NVIDIA Blackwell Platform Boosts Water Efficiency in Data Centers
- SupportsRetrieved & readGoogle's Liquid Cooling at Hot Chips 2025
Graphics Processing Unit (GPU)
componentshared from another collection — see its own page for what it assertsImmersion Cooling and Coolant Chemistry
process3M announced on 20 December 2022 that it would exit all PFAS manufacturing by end-2025, covering all fluorinated fluids, against about $1.3bn of annual net sales and $1.3-2.3bn of pre-tax charges; trade reporting ties this and EPA hazardous-substance classification to two-phase immersion cooling specifically, single-phase being able to use mineral or plant-based oils.
2 sources2 retrieved & read
- SupportsPrimary evidenceRetrieved & read3M to Exit PFAS Manufacturing by the End of 2025
- SupportsRetrieved & readTwo-phase cooling will be hit by EPA rules and 3M's exit from PFAS "forever chemicals"
LiquidStack's chief executive argued the 3M exit mainly hits semiconductor etch rather than cooling and that better alternative fluids already exist — but the reporter noted one named replacement, Solvay's Galden, is itself a PFAS.
1 source1 retrieved & read
- QualifiesRetrieved & readTwo-phase cooling will be hit by EPA rules and 3M's exit from PFAS "forever chemicals"
In-Chip Microfluidics
packaging technologyIn-chip microfluidics was demonstrated by IBM in 2008 and funded by DARPA from 2013 without reaching a shipping data-centre product, and the open questions — yield, defect rates from extra fabrication steps, liability for post-assembly leaks, no fleet reliability data, no interface standards, no retrofit path, no production timeline — remain unanswered.
2 sources2 retrieved & read
- SupportsRetrieved & readMicrosoft And Corintis Champion Microfluidics Cooling Pioneered By IBM
- SupportsRetrieved & readMicrosoft's In-Chip Microfluidics Technology Resets the Limits of AI Cooling
Microsoft and Corintis etched hair-width, AI-designed leaf-vein coolant channels into the silicon itself, reporting up to 3x better heat removal than cold plates and up to a 65 percent reduction in peak silicon temperature rise in a GPU, with 13 percent lower intake fluid temperature and 55 percent lower pressure drop than parallel-microchannel cold plates.
2 sources2 retrieved & read
- SupportsPrimary evidenceRetrieved & readAI chips are getting hotter. A microfluidics breakthrough goes straight to the silicon to cool up to three times better.
- SupportsRetrieved & readMicrosoft And Corintis Champion Microfluidics Cooling Pioneered By IBM
Power Usage Effectiveness (PUE)
processshared from another collection — see its own page for what it assertsRack Power Distribution
componentshared from another collection — see its own page for what it assertsRetrofit Versus Purpose-Built
processGoogle's Brazos is a rack-mounted closed-loop liquid-to-air system supporting 60 kW per rack across three 11-OU modules in an OCP ORv3 rack, running deionised water or 25% propylene glycol on a 40-60 V DC busbar input, installable one rack at a time with no facility chilled-water retrofit.
1 source1 retrieved & read
- SupportsPrimary evidenceRetrieved & readBrazos liquid cooling system for air-cooled data centers
An operator states that retrofitting air-cooled data centres is extremely complex and costly and that designing for liquid from the outset is typically faster, cheaper and less risky, because liquid cooling requires customer, equipment maker and facility operator to agree on temperature, pressure and flow — mismatches can prevent deployment.
1 source1 retrieved & read
- SupportsPrimary evidenceRetrieved & readThe Anatomy of a Direct-to-Chip Liquid Cooling System
The Air Cooling Limit
processWater carries approximately 4,000 times more heat per unit volume than air with roughly 30 times the thermal conductivity; against halls designed for 5-10 kW racks and an air ceiling put at about 15 kW, direct-to-chip liquid cooling reaches around 145 kW and GPU racks now exceed 200 kW, trending toward a stated 1 MW target for 2030.
3 sources3 retrieved & read
- SupportsRetrieved & readMicrosoft And Corintis Champion Microfluidics Cooling Pioneered By IBM
- SupportsRetrieved & readThe Anatomy of a Direct-to-Chip Liquid Cooling System
- SupportsPrimary evidenceRetrieved & readEnabling 1 MW IT racks and liquid cooling at OCP EMEA Summit
GPU power rose from approximately 300 W in 2018 to 1,200 W in 2024, with accelerators now exceeding 1,000 W against a historical 100 W, and localised hotspot power densities predicted to rise by up to 2.5 times between 2018 and 2023 — so the heat problem is concentration as well as total.
2 sources2 retrieved & read
- SupportsPrimary evidenceRetrieved & readEnabling 1 MW IT racks and liquid cooling at OCP EMEA Summit
- SupportsRetrieved & readScaling liquid cooling for Google Data Center AI applications to a 1 GW fleet
Computing equipment has been liquid-cooled by technologies developed by IBM and others since the 1960s; the early-1990s bipolar-to-CMOS shift cut power density enough to make air cooling economical for about a decade before densities returned to pre-1990s levels in the early 2000s — making air the interlude rather than the baseline.
2 sources2 retrieved & read
- SupportsRetrieved & readScaling liquid cooling for Google Data Center AI applications to a 1 GW fleet
- SupportsRetrieved & readMicrosoft And Corintis Champion Microfluidics Cooling Pioneered By IBM
The Liquid Cooling Supply Chain
componentVertiv's filed second-quarter 2026 results show net sales of $3,274 million, up 24% year on year with 18% organic, and full-year guidance at a $14,000 million midpoint — but the filing carries no liquid-cooling line item, so none of that growth can be attributed to liquid cooling.
1 source1 retrieved & read
- SupportsPrimary evidenceRetrieved & readVertiv Holdings Co, Form 8-K Exhibit 99.1: Second Quarter 2026 Results
At least two unrelated manufacturers built to Google's opened CDU specification — Boyd showing a conforming 2 MW unit in October 2025 and Nidec prototyping another at 2 MW class and 80 PSI for SC25 in November 2025 — turning a hyperscaler's internal design into a multi-sourced purchasable one.
2 sources2 retrieved & read
- SupportsRetrieved & readNidec Accelerates Liquid-Cooling Adoption for AI Generation Data Centers: Prototypes Project Deschutes CDU Based on Google OCP Specification
- SupportsPrimary evidenceRetrieved & readBoyd to Showcase Google's Recently Released Two-Megawatt Project Deschutes Coolant Distribution Unit at the 2025 OCP Summit
Schneider Electric agreed on 17 October 2024 to acquire a 75% controlling interest in the liquid-cooling specialist Motivair for $850 million in cash, with the remaining 25% planned for 2028 — a price paid in what the reporting describes as a nascent market.
1 source1 retrieved & read
- SupportsRetrieved & readSchneider Electric takes $850M stake in liquid cooling biz Motivair
Timeline
What actually happened, in order, with sources.
- 6 United States
Where this topic’s events took place, as far as our sources establish it. Events with no single location — a standards publication, say — and events we have not yet attributed are both counted as unattributed rather than omitted.
Jun 16, 2026
A Liquid-Cooled Rack for a Building That Is Not
Google published Brazos on 16 June 2026, a rack-mounted closed-loop liquid-to-air system supporting 60 kW per rack across three 11-OU modules in an OCP ORv3 rack, on deionised water or 25% propylene glycol from a 40-60 V DC busbar input, installable one rack at a time with no facility chilled-water retrofit.
1 source1 retrieved & read
- SupportsPrimary evidenceRetrieved & readBrazos liquid cooling system for air-cooled data centers
Sep 2025
Cooling Moves Inside the Silicon
In September 2025 Microsoft and Corintis announced in-chip microfluidic cooling — hair-width AI-designed channels etched into the silicon — reporting up to 3x better heat removal and up to a 65 percent lower peak silicon temperature rise than cold plates in laboratory tests on a test chip, with no production timeline disclosed.
3 sources3 retrieved & read
- SupportsPrimary evidenceRetrieved & readAI chips are getting hotter. A microfluidics breakthrough goes straight to the silicon to cool up to three times better.
- SupportsRetrieved & readMicrosoft And Corintis Champion Microfluidics Cooling Pioneered By IBM
- QualifiesRetrieved & readMicrosoft's In-Chip Microfluidics Technology Resets the Limits of AI Cooling
Apr 29, 2025
A Hyperscaler Opens Its Cooling Design
On 29 April 2025 Google stated it would contribute its fifth-generation Project Deschutes CDU design to the Open Compute Project, disclosing seven years of liquid cooling across more than 2,000 TPU pods at about 99.999% fleet uptime and about 99.999% CDU availability since 2020, alongside a plus/minus 400 VDC architecture supporting up to 1 MW per rack.
1 source1 retrieved & read
- SupportsPrimary evidenceRetrieved & readEnabling 1 MW IT racks and liquid cooling at OCP EMEA Summit
Oct 17, 2024
Cooling Becomes an $850 Million Acquisition
Schneider Electric agreed on 17 October 2024 to acquire a 75% controlling interest in the Buffalo-based liquid-cooling supplier Motivair for $850 million in cash, with the remaining 25% planned for 2028.
1 source1 retrieved & read
- SupportsRetrieved & readSchneider Electric takes $850M stake in liquid cooling biz Motivair
Sep 10, 2024
The Engineers' Body Calls Chip Power Uncharted Territory
ASHRAE issued a technical bulletin, reported 10 September 2024, stating chip power is in uncharted territory and cooling loss can be catastrophic, naming throttling and rapid-temperature-spike damage as its two primary concerns and recommending CDU demarcation, thermal inertia, active redundancy, transient modelling, coolant-quality monitoring and load migration within the minimum time-to-throttle.
1 source1 retrieved & read
- SupportsRetrieved & readASHRAE publishes liquid cooling guidelines as chip power moves into 'uncharted territory'
Dec 20, 2022
The Chemistry Two-Phase Cooling Depended On Is Withdrawn
3M announced on 20 December 2022 that it would exit all PFAS manufacturing by the end of 2025 and discontinue PFAS across its portfolio, covering all fluorinated fluids, against approximately $1.3 billion in annual net sales and $1.3-2.3 billion in expected pre-tax charges.
2 sources2 retrieved & read
- SupportsPrimary evidenceRetrieved & read3M to Exit PFAS Manufacturing by the End of 2025
- SupportsRetrieved & readTwo-phase cooling will be hit by EPA rules and 3M's exit from PFAS "forever chemicals"
Source register
All 31 sources behind this page — what we read, what we tried to read and could not, and what we looked at and set aside, with the reason in view for each. A concept shared with another collection brings its own references with it, so some entries here were surfaced for a neighbouring topic rather than this one.
- Cited as evidence
- 16
- Tried, could not read
- 5
- Surfaced, set aside
- 10
Cited sources 16 distinct links
Original publisher links. Files open on the publisher’s site; we do not host copies. A linked document is not an additional source or an independent verification.
- 3M to Exit PFAS Manufacturing by the End of 2025 ↗
3M · Published 2022-12-20
- AI chips are getting hotter. A microfluidics breakthrough goes straight to the silicon to cool up to three times better. ↗
Microsoft
- ASHRAE publishes liquid cooling guidelines as chip power moves into 'uncharted territory' ↗
Data Center Dynamics · Published 2024-09-10
- Boyd to Showcase Google's Recently Released Two-Megawatt Project Deschutes Coolant Distribution Unit at the 2025 OCP Summit ↗
Boyd · Published 2025-10-10
- Brazos liquid cooling system for air-cooled data centers ↗
Google Cloud · Published 2026-06-16
- Enabling 1 MW IT racks and liquid cooling at OCP EMEA Summit ↗
Google Cloud · Published 2025-04-29
- Google's Liquid Cooling at Hot Chips 2025 ↗
Chips and Cheese
- How the NVIDIA Blackwell Platform Boosts Water Efficiency in Data Centers ↗
NVIDIA · Published 2025-04-22
- Microsoft And Corintis Champion Microfluidics Cooling Pioneered By IBM ↗
The Next Platform · Published 2025-09-26
- Microsoft's In-Chip Microfluidics Technology Resets the Limits of AI Cooling ↗
Data Center Frontier · Published 2025-11-10
- Nidec Accelerates Liquid-Cooling Adoption for AI Generation Data Centers: Prototypes Project Deschutes CDU Based on Google OCP Specification ↗
Nidec Corporation
- Scaling liquid cooling for Google Data Center AI applications to a 1 GW fleet ↗
IEEE (ITherm 2025)
- Schneider Electric takes $850M stake in liquid cooling biz Motivair ↗
The Register · Published 2024-10-17
- The Anatomy of a Direct-to-Chip Liquid Cooling System ↗
Equinix · Published 2026-05-07
- Two-phase cooling will be hit by EPA rules and 3M's exit from PFAS "forever chemicals" ↗
Data Center Dynamics · Published 2023-02-02
- Vertiv Holdings Co, Form 8-K Exhibit 99.1: Second Quarter 2026 Results ↗
U.S. Securities and Exchange Commission (EDGAR) · Published 2026-07-29
Tried, could not read5
We attempted these and were refused or served nothing. Nothing on this page rests on them; they are published so the gaps are checkable rather than invisible.
- 800 VDC Architecture for AI Data Centers
- AI is set to drive surging electricity demand from data centres while offering the potential to transform how the energy sector works
- Energy and AI — Executive Summary
- PFAS Regulations, 3M Exit to Impact Two-Phase Cooling in HPC
- Schneider Electric Acquires Controlling Interest in Motivair
Surfaced, set aside10
These came up while researching and were deliberately not used. We do not claim to have read them — each is listed with why it was passed over, so the shape of the survey is visible and not just its conclusions.
- ASHRAE technical bulletin and TC 9.9 Datacom series
- Corintis
- LiquidStack
- NVIDIA Blackwell Architecture Explained: B200, GB200 & PCB Design Impact
- NVIDIA GPU History: GeForce 256 to Vera Rubin
- OCP 800 VDC whitepaper and LVDC Solid-State Transformer Specification
- Open Compute Project announcement of Google's completed Deschutes contribution
- Project Deschutes CDU specification, Open Compute Project
- Syndicated data-centre liquid cooling market reports
- What is CUDA? Parallel programming for GPUs
Coverage & limits
What this page does and does not claim.
Ninth packet, and the one with the best source base in the index so far — which is the reason to trust it, more than any single figure in it. Twenty-four sources were consulted: sixteen were retrieved and read, and eight were surfaced and set aside with a stated reason. Two of the reads returned HTTP 403 to the automated fetcher and were opened in a browser instead, which those sites' terms permit; no paywall, sign-in wall or bot-detection challenge was circumvented anywhere in this collection. The concentration problem that afflicts most hardware topics is milder here: the load-bearing operational claims come from Google, an operator publishing seven years of its own fleet data under named engineers' bylines in both a blog and a peer-reviewed conference paper, and they are cross-checked against a standards body's bulletin, a colocation operator writing from the facility side, two component manufacturers describing units built to someone else's published specification, a regulated financial filing, and a chemicals company's own announcement. NVIDIA appears only as a claimant: its architectural description is used, and every one of its efficiency, water and cost ratios is recorded as a claim and asserted nowhere, because none carries a stated baseline configuration. Where two read sources disagree — a conference write-up rendering Google's 4,000x heat-per-unit-volume figure as a thermal-conductivity ratio — the discrepancy is recorded on the source that carries it and the engineers' own published figures are the ones asserted. A vendor's dissent from the PFAS account is carried as a qualifying view attributed to the person who holds it, together with the reporter's check that undercuts it. Named gaps, in order of value: the Open Compute Project's Project Deschutes CDU specification itself, for which no stable direct URL was established, and which would settle whether the 2 MW / 3 degrees Celsius / 80 PSI figures are requirements or particular products' specifications; ASHRAE's technical bulletin and TC 9.9 Datacom series, which are sold rather than published, so everything attributed to ASHRAE here comes from trade reporting of the bulletin; the body of the ITherm paper beyond its abstract and Section I; a second independent treatment of the PFAS question that returned 403, leaving that story resting on one outlet; and Motivair's own announcement of its acquisition, which returned 403, leaving the transaction asserted from journalism rather than from either party. No completion date is asserted for Google's OCP contribution, because the announcement carrying it requires a signed-in session and was not read. Not yet editor-reviewed; every assertion reads as reported.
Source check, 2026-09-17. Numeric-presence checks passed for 25 assertions using available source text, which may be cached. This is not verification of their meaning. What this check does and does not prove →
- Not editor-reviewed unless labelled. Assertions marked Reported are assembled from the sources shown and have not yet been checked by an editor. Only Primary source and Corroborated mean a human verified them.
- Disagreements are preserved, not resolved. Where sources conflict, both accounts appear and the assertion is marked Disputed.
- Retrieval status is disclosed per source. A source we could not open is never counted as evidence for an assertion.
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