Google unveils two TPUs to challenge Nvidia as midterm backlash puts 37.5 GW of US capacity at risk

Mitsui Chemicals agreed to acquire JSR for $11.6 billion, and SoftBank, Grab and PETROS committed $1.85 billion to AI infrastructure in Malaysia. Chicago Fed President Austan Goolsbee said the data center buildout looks like 'old-fashioned overheating', while Morgan Stanley forecast $3.4 trillion in hyperscaler spending through 2028.

Boom-leaning
AMDSemi+11.0%ATEYYEquip+8.3%LRCXEquip+8.2%INTCSemi+7.7%KLACEquip+6.7%TSMSemi+6.3%CRWVData+6.3%SMCIData+6.2%QCOMSemi+5.5%MUSemi+5.1%ASMLEquip+5.0%ARMSemi+4.7%AMATEquip+4.2%VRTData+3.5%NVDASemi+2.8%SFTBYData+2.7%EQIXData+1.5%HNHPFData+1.4%METAHyper+0.8%ORCLHyper+0.8%GOOGLHyper+0.8%AVGOSemi+0.7%DLRData−0.3%AMZNHyper−0.3%MSFTHyper−1.0%

Doom v Boom

Boom-leaning+0.23
Expansion, demand, deals → +1Freezes, pauses, warnings → −1Neutral, excludedEach event counts once, weighted by relevance × impact
−1.00−0.500+0.50+1.00◀ DOOMBOOM ▶30-day +0.357-day +0.18today +0.23−1.00−0.500+0.50+1.00◀ DOOMBOOM ▶30-day +0.357-day +0.18today +0.23
News +0.23Market no trading session in this window: the score is the news reading

Key notes

2chips
new TPUs Google added to its lineup

Google added two chips to its TPU lineup to compete with Nvidia. Its blog named them TPU 8tx and 8i Max, "built for the agentic era", and several outlets described them as specialised versions of its AI chips.

37.5GW
US AI data-centre capacity at risk

The US midterm backlash against data centers is putting capacity at risk. Moneycontrol put the US AI data-centre capacity at risk at 37.5 GW, New York was reported blocking AI data center permits as Congress eyes a moratorium, and 13WMAZ reported that Bottoms plans a project pause after backlash fueled election votes.

11.6bn USD
Mitsui Chemicals' price for JSR

Mitsui Chemicals will acquire JSR, a bet on semiconductor materials. PYMNTS and Digitimes put the deal at $11.6 billion, and Asahi Shimbun called it a record buyout.

1.85bn USD
SoftBank, Grab, PETROS Malaysia commitment

SoftBank, Grab and PETROS committed $1.85 billion to AI infrastructure in Malaysia. Quantisnow reported that Grab signed a $750M AI infrastructure development deal in the country.

3.4tn USD
hyperscaler spending forecast through 2028

Wall Street views on the buildout diverged. Morgan Stanley said to buy the AI dip and sees $3.4 trillion in hyperscaler spending through 2028. Chicago Fed President Goolsbee said the data center buildout is 'overheating' the economy.

920MW
gas plant approved in Alberta

Alberta approved a 920-MW natural-gas power plant for an AI data centre. In the US, Dataconomy reported that AI data-center forecasts add $5.7 billion to power auction costs.

Still developing

Threads earlier editions carried that drew more reports in this window.

By geography

Snapshot · 10 Nov 2026 · 06:15 UTC
Stories in the countryEnergy-tagged

By AI layer

Data centers · 61 storiesSites, colocation, cooling, capacity leases.Malaysia draws $1.85 billion commitment as US backlash weighs on new sitesSoftBank, Grab and PETROS committed to Malaysian AI infrastructure. In the US, post-election backlash and permit blocks put capacity at risk.AI infrastructure money committed today, by backer
Edgevana's $7 billion of cumulative contracted demand (including $700 million signed today) dwarfs Grab's $750 million Malaysia deal and Saudi Arabia's $667 million state commitment to HUMAIN. Edgevana's figure is customer demand, not capital spent, and the Saudi figure is a gove
SoftBank, Grab and PETROS committed $1.85 billion to AI infrastructure in Malaysia, with Grab signing a $750M development deal.marketscreener.comQuantisnowMoneycontrol reported that the midterm backlash puts 37.5 GW of US AI data-centre capacity at risk, and New York was reported blocking AI data center permits.Moneycontrol.comPasquale PillitteriDigitimes reported a SpaceX plan for a US$24B AI data center in Texas, which it said signals a bigger play for energy control.digitimesOpen 61 stories →
Hyperscalers · 16 storiesCapex, power procurement, model-capacity deals.Morgan Stanley sees $3.4 trillion in hyperscaler spending through 2028Forecasts for spending rose in the US and Asia-Pacific, and Saudi Arabia's Humain signed financing deals.Hyperscalers, indexed over the last 10 sessions
Closing prices on each company's home exchange, indexed to 100 at the first session shown, for the 5 hyperscalers that moved most over the window.
Morgan Stanley said to buy the AI dip and forecast $3.4 trillion in hyperscaler spending through 2028.investingLiveHumain and Infra signed $667m in financing deals to expand Saudi AI infrastructure.Arab NewsIDC forecast that APAC AI infrastructure spending will exceed USD 32 bln by 2030.TelecompaperOpen 16 stories →
Semiconductors · 49 storiesAccelerators, memory, foundry, packaging.Google adds two TPUs; Mitsui Chemicals agrees $11.6 billion JSR dealGoogle widened its challenge to Nvidia with new TPUs, and Japan's chip supply chain drew a materials buyout and plans for more fabs.Chipmakers this window, by move
8 of 8 tracked chipmakers rose over the window; the change is close to close on each company's home exchange, in its own currency.
Google introduced two new TPUs, the 8tx and 8i Max, to compete with Nvidia.blog.googleKuCoinMitsui Chemicals will acquire JSR for $11.6 billion to grow in semiconductor materials.PYMNTS.comRapidus plans 3 more plants in Hokkaido, modelled on Taiwan's chip cluster approach.digitimesOpen 49 stories →
Semi equipment · 11 storiesLithography, deposition, etch, test, export rules.Nvidia spy allegations likely to spur tighter US laws on China chip accessReuters reported that Congress is likely to tighten China's access to AI chips. Equipment shares rose, and Canon launched a new KrF lithography system.Toolmakers from window open to close
0 of 5 tracked toolmakers closed the window above where they opened it; each line is one company's close, indexed to 100 at the open.
Reuters reported that the Nvidia spy allegations are likely to spur laws tightening China's access to AI chips.ReutersThePrintSeeking Alpha reported that a semiconductor rally took KLAC higher by 9%.Seeking AlphaCanon launched the FPA-6400ES6a KrF lithography system, citing high throughput and overlay accuracy.Canon GlobalOpen 11 stories →

New research

No research papers were kept in this window

The papers list for this window is empty, so there are no results, releases or benchmark audits to report.

No papers passed the gate for this window — the research chapter is empty.

AI + Energy & Sustainability

Frontier AI power on the record, by country8 rows · 1 source
Stated power capacity summed across the frontier sites Epoch AI records in each country — where the grid load of the build-out actually sits.Epoch AI · Frontier Data Centers Hub
Other figures on the record today
920MWnatural-gas power plant capacitySt. Albert Gazette
1MWultra-wide bandgap semiconductor module power ratingTech Xplore
2.1tn USDAI infrastructure market size매일경제
24bn USDAI data center investmentdigitimes
5.7bn USDpower auction cost increaseDataconomy

2 charts built from 6 stated figures across 25 stories, the first planned by the composer from the record. Also had the data for what today covered · topic by region, when the energy stories landed, pressure and relief by topic. Held back: power committed in deals that state a figure (no deal in this edition states the capacity it commits); power disclosed per edition · last 7 (only 1 of the last 7 editions put a number on it).

Sources

THE ELEC, Korea Electronics Industry Media 2

  1. 49Madison Huang Skips Nvidia AI Day, Korea Partnerships Proceed news.google.com · 23:51
  2. 50Rebellions, Nvidia to Build Sovereign AI Infrastructure in Korea news.google.com · 23:51

Asset Publishing and Research 1

  1. 53Drive to tackle AI, data centre climate impact at COP31 news.google.com · 12:33

blog.google 1

  1. 56Our newest TPUs: 8tx and 8i Max, built for the agentic era news.google.com · 13:13

Bloomberg Law News 1

  1. 57Nvidia Crisis Rockets Chipmaker’s Nascent Lobbying Team to Trial news.google.com · 17:51

Bloomberg.com 1

  1. 58Moonshot Rents Nvidia’s Top AI Chips in China, Documents Show news.google.com · 04:54

Briefs Finance 1

  1. 60SoftBank flags US headwinds for AI data center push news.google.com · 15:50

Fox Business 1

  1. 772027 is the year of the 'non-hyperscaler trade': I/O Fund CEO news.google.com · 20:04

Hankyoreh : English Edition 1

  1. 80Could the scandal at Nvidia rattle Korea’s semiconductor industry? news.google.com · 03:12

Japan Wire by Kyodo News 1

  1. 86SoftBank Group to jointly build AI infrastructure in Malaysia with Grab news.google.com · 03:23

Moomoo 1

  1. 94Google Rolls Out New AI Chips to Challenge Nvidia news.google.com · 01:11

newscentermaine.com 1

  1. 96Jay may see AI data center at site of old mill news.google.com · 04:05

Nikkei Asia 1

  1. 98Musk's Terafab chipmaking project lines up Japan suppliers news.google.com · 19:24

Pasquale Pillitteri 1

  1. 101New York Blocks AI Data Center Permits as Congress Eyes a Moratorium news.google.com · 20:06

Seeking Alpha 1

  1. 106Semiconductor rally takes KLAC higher by 9% (KLAC:NASDAQ) news.google.com · 22:04

Semiconductor Today 1

  1. 107Infineon presents first functional power devices on 300mm SiC wafers news.google.com · 14:20

South China Morning Post 1

  1. 109Why is Vietnam’s To Lam in Japan? AI, chips and nuclear power news.google.com · 04:12

St. Albert Gazette 1

  1. 110Alberta approves 920-MW natural-gas power plant for AI data centre news.google.com · 23:30

Tech in Asia 1

  1. 111SoftBank, Grab plan $1.8b AI infrastructure in Malaysia news.google.com · 00:02

TechAfrica News 1

  1. 113Saudi Arabia Commits $667 Million to HUMAIN AI Infrastructure news.google.com · 12:55

The European Times 1

  1. 116AI Data Centre Backlash Spreads Across Europe news.google.com · 15:05

The Globe and Mail 1

  1. 118Cummins After Q3: Is the Stock a Buy on AI Data Center Boom? news.google.com · 15:06

The National CIO Review 1

  1. 122Google Introduces Two New AI Chips to Challenge Nvidia news.google.com · 19:03

Vietnam Investment Review - VIR 1

  1. 129Japan, Vietnam to fund six semiconductor research projects news.google.com · 02:24

W.Media 1

  1. 130Power is the new blueprint for the AI data center news.google.com · 03:51

Yahoo Finance Singapore 1

  1. 132Why Is IREN (IREN) Exiting Bitcoin Mining To Focus On AI Infrastructure? news.google.com · 18:08

Yahoo Finance UK 1

  1. 133Is Oracle (ORCL) Losing Ground In AI Infrastructure Demand? news.google.com · 14:09

Zacks Investment Research 1

  1. 134Cummins After Q3: Is the Stock a Buy on AI Data Center Boom? news.google.com · 13:01

매일경제 1

  1. 135POSCO, GS join forces to tap $2.1tn AI infrastructure market news.google.com · 01:36

朝日新聞 1

  1. 138Mitsui Chemicals bets big on chip materials with record buyout news.google.com · 06:02
Composed 2026-11-10 06:21 UTC by anthropic/claude-opus-5.5. Published 2026-11-10 09:01 UTC.
vizmaya.fyi · AI Data Centers epic · snapshot format v1