South Korea's October exports jump 93.7% on chip demand as New Mexico is urged to pause data centers

OpenAI's Sam Altman met Samsung executives to discuss memory chip supply and AI infrastructure, and KB Kookmin Bank is set to lead an AI infrastructure financing. Hyundai set a March 2027 start for its Saemangeum AI data center, while a Hindustan Times report put the Ujani AI data centre's water use at 0.42 TMC a year.

Boom, decisively
KLACEquip+5.5%EQIXData+2.9%METAHyper+2.0%DLRData+1.8%AMATEquip+1.4%QCOMSemi+1.3%VRTData+1.2%ASMLEquip+0.8%LRCXEquip+0.2%MSFTHyper−0.2%NVDASemi−0.8%HNHPFData−1.0%TSMSemi−1.8%AVGOSemi−1.9%SFTBYData−2.0%AMDSemi−2.1%ATEYYEquip−3.0%ARMSemi−3.0%ORCLHyper−3.5%INTCSemi−3.6%SMCIData−3.9%AMZNHyper−4.3%MUSemi−5.0%CRWVData−5.0%GOOGLHyper−12.6%

Doom v Boom

Boom, decisively+0.90
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 +0.397-day +0.51today +0.90−1.00−0.500+0.50+1.00◀ DOOMBOOM ▶30-day +0.397-day +0.51today +0.90
News +0.90Market no trading session in this window: the score is the news reading

Key notes

93.7%
South Korea's October export growth

Chips drove a surge in South Korea's exports. IndexBox reported October exports rose 93.7% on semiconductor and computer demand, and Chosunbiz said the semiconductor boom is pushing the country's exports higher.

Altman meets Samsung executives

OpenAI's chief executive held talks with Samsung on supply. ET Enterprise AI reported Sam Altman met Samsung executives to discuss memory chip supply and AI infrastructure, and Investing.com said Samsung hosted him for talks on AI chips.

KB Kookmin to lead AI financing

A Korean bank is taking the lead on a large AI infrastructure loan. The Korea Times reported KB Kookmin Bank will lead an AI infrastructure financing.

747acres
site for a nine-building campus

A single data center project spans nine buildings. Herald/Review Media reported the site covers 747 acres and would draw enough electricity for a small city many times over.

Hyundai sets Saemangeum start date

Hyundai has put a date on its Korean AI data center. FourWeekMBA reported construction of the Saemangeum AI data center is set to start in March 2027.

0.42TMC
Ujani data centre's annual water use

Water use is now a disclosure point and a source of opposition. Local administrators told the Hindustan Times the Ujani AI data centre will use 0.42 TMC of water a year, while the Albuquerque Journal reported New Mexico has been urged to pause data centers over water concerns.

Still developing

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

Nvidia weighs backing Nscale's West Virginia debt. Startup Fortune repeated that Nvidia is weighing whether to cosign debt for the site; no new figures.

By geography

Snapshot · 1 Nov 2026 · 06:15 UTC
Story clusterEnergy-tagged

By AI layer

Data centers · 9 storiesSites, colocation, cooling, capacity leases.Hyundai sets Saemangeum start as New Mexico faces call to pause buildsNew sites and start dates were announced alongside water objections in the US and a water-use disclosure in India.Frontier AI sites: power against capital cost
Each point is a site in Epoch AI's frontier register with both a stated power capacity and a stated capital cost — the further above the trend, the more each megawatt cost to build.
Hyundai set a March 2027 start for its Saemangeum AI data center, FourWeekMBA reported.FourWeekMBANew Mexico was urged to pause data centers over water concerns, the Albuquerque Journal reported.Albuquerque JournalIORE plans to sell all of its bitcoin to fund a push into AI data centers, Cryptonews.net reported.Cryptonews.netOpen 9 stories →
Hyperscalers · 1 storyCapex, power procurement, model-capacity deals.KB Kookmin Bank to lead AI infrastructure financingThe window's only hyperscaler-layer story was a Korean bank financing.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.
The Korea Times reported KB Kookmin Bank will lead an AI infrastructure financing.The Korea TimesOpen 1 story →
Semiconductors · 9 storiesAccelerators, memory, foundry, packaging.Korean exports up 93.7% on chips; Altman meets Samsung on memoryKorea dominated chip news, with export data, OpenAI talks and a Samsung research tie-up in Japan.Chipmakers this window, by move
1 of 8 tracked chipmakers rose over the window; the change is close to close on each company's home exchange, in its own currency.
South Korea's October exports rose 93.7% on semiconductor and computer demand, IndexBox reported.IndexBoxSam Altman met Samsung executives to discuss memory chip supply and AI infrastructure.ET Enterprise AISamsung and Japanese companies moved closer on chips at an R&D hub in Yokohama, Asahi Shimbun reported.朝日新聞Open 9 stories →
Semi equipment · 1 storyLithography, deposition, etch, test, export rules.IC sockets market forecast runs to 2035IndexBox tied growth to semiconductor test demand and advanced packaging.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.
IndexBox published an IC sockets market forecast to 2035, citing semiconductor test demand and advanced packaging.IndexBoxOpen 1 story →

New research

No research papers in this window

No AI research papers were kept for this window.

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
747acressite areaHerald/Review Media
9countbuildingsHerald/Review Media
0.4TMCwater consumption annuallyHindustan Times

2 charts built from 3 stated figures across 4 stories, the first planned by the composer from the record. 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); what today covered · topic by region (only 4 energy storys — coverage charts need 6); when the energy stories landed (only 4 energy storys — coverage charts need 6); pressure and relief by topic (every energy story today leans the same way).

Sources

Albuquerque Journal 1

  1. 03New Mexico urged to pause data centers over water concerns news.google.com · 18:37

Axios 1

  1. 04The $10 trillion AI buildout so far isn't stopping news.google.com · 22:01

FourWeekMBA 1

  1. 11Hyundai Sets March 2027 Start for Saemangeum AI Data Center news.google.com · 12:03

shattered.io 1

  1. 15West Virginia AI Data Center Fight: 2 Sites, $45B [2026] news.google.com · 17:46

The Daily Star 1

  1. 17OpenAI plans to buy AI chips from Google: report news.google.com · 01:39

The Korea Times 1

  1. 18KB Kookmin Bank to lead $9.45 bil. AI infrastructure financing news.google.com · 05:23
Composed 2026-11-01 06:19 UTC by anthropic/claude-opus-5.5. Published 2026-11-01 09:01 UTC.
vizmaya.fyi · AI Data Centers epic · snapshot format v1