Anthropic may spend up to $750bn on AI infrastructure as NextDC shares shed 44% on revenue delay
TSMC plans 3nm production at a second Japan factory with investment to exceed $23 billion, and Trump said the Pentagon will invest $1.5 billion in North Carolina chip production. South Korea's semiconductor exports surged 222% in the first 20 days of October, while Tencent was reported to be leasing 100,000 AI chips from Oracle.
TSMC plans 3nm chip manufacturing at its second factory in Japan. The Times of India reported the investment will exceed $23 billion, and ET Electronics also carried the 3nm plan.
South Korea's exports doubled in the first 20 days of October, led by a 222% rise in semiconductors, BigGo Finance reported. Businesskorea reported a record $4.74 billion in daily exports on semiconductor demand.
Trump said the Pentagon will invest $1.5 billion in North Carolina chip production, The Hill reported. Reuters and CNA reported Commerce Secretary Lutnick announcing the investment.
South Korea imports 100% of its data-centre cooling systems, which Chosun Ilbo said puts its data-centre leadership at risk. A ruling-party lawmaker criticised a proposed AI data-centre grid code and urged an exemption for existing projects, and LG's CEO promoted efficient cooling for AI infrastructure.
Data centers · 44 storiesSites, colocation, cooling, capacity leases.NextDC sheds 44% and a debut falls 38% as local opposition spreadsListed data-centre names fell sharply in Australia and on debut, while US and Canadian communities moved against new sites.Frontier AI sites: power against capital costEach 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.NextDC shares fell 44% on a revenue delay, Investing.com and CNA reported.Investing.comCNAThe Telegraph reported an AI data-centre company plunged 38% in its stock market debut.The TelegraphVolusia County decided on a ban for large-scale AI data centres, and Edgerton residents sued their city over a proposed one.WFTVDemokratis.co.idOpen 44 stories →
Hyperscalers · 8 storiesCapex, power procurement, model-capacity deals.Anthropic's possible $750bn spend; Tencent leases 100,000 Oracle chipsA reported Anthropic infrastructure plan and a Tencent–Oracle chip lease led the hyperscaler reporting; Vultr and AMD expanded in India.Hyperscalers, indexed over the last 10 sessionsClosing 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.Anthropic may spend up to $750 billion on AI infrastructure ahead of an IPO, according to a WSJ report carried by bloomingbit.bloomingbitStartup Fortune reported that Tencent is leasing 100,000 AI chips from Oracle to get around US export rules.Startup FortuneVultr and AMD expanded their collaboration with new AI infrastructure in India.Yahoo FinanceOpen 8 stories →
Semiconductors · 34 storiesAccelerators, memory, foundry, packaging.TSMC takes 3nm to Japan; Korea chip exports surge 222%Foundry expansion in Japan, a Pentagon investment in North Carolina and record Korean exports led the semiconductor news.Chipmakers this window, by move8 of 8 tracked chipmakers rose over the window; the change is close to close on each company's home exchange, in its own currency.TSMC plans 3nm manufacturing at its second Japan factory, with investment to exceed $23 billion.The Times of Indiaelectronics.economictimes.indiatimes.comSouth Korean semiconductor exports rose 222% in the first 20 days of October, and daily exports hit a record $4.74 billion.BigGo FinanceBusinesskoreaThe Pentagon will invest $1.5 billion in North Carolina chip production, Trump said, and Lutnick announced the investment.The HillCNAReutersOpen 34 stories →
Semi equipment · 5 storiesLithography, deposition, etch, test, export rules.Axcelis commits $35 million to a Korean equipment plantEquipment news covered a new Axcelis facility, an Intel waiver request for foreign robots and new inspection tooling.Toolmakers from window open to close1 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.Axcelis Technologies is investing $35 million in a new semiconductor equipment manufacturing facility in Korea, citybiz reported.citybizIntel has asked the FCC for a waiver covering foreign robots used in chip manufacturing.TradingViewNordson unveiled an acoustic inspection system for advanced semiconductor manufacturing.Metrology and Quality NewsOpen 5 stories →
New research
Inference efficiency dominates, with up to 2.5× gains in decoding and quantisation
Seven of eight kept papers target inference efficiency. KAIST and Google DeepMind's Large Flow Language Models reported 2.5× on an 8B model, Hong Kong PolyU's BitMTP reported 2.2×, and Tsinghua and Zhipu's E8-QAT reported 2-bit training on a 35B model with 1.97× decoding throughput; only three papers released code. An energy audit from the University of California and NVIDIA reported +3.73% accuracy in predicting joules per token.
Which fields movedpapers today ● vs 30-edition average ○
02457 papers
How open was it
Weights released0 / 8
Code released3 / 8
Who published0 lab · 2 mixed · 6 academic
Reported gains today, as multiples
3 of 8 kept papers report their headline result as a speed-up multiple; papers reporting in other units are not put on this axis.
The papers · headline result, scale, what was released
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
2 charts built from 3 stated figures across 15 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 0 of the last 7 editions put a number on it).