Fractile raises $720 million at $7 billion valuation; Bernstein says only a third of planned AI capacity credible
Torus raised $500 million for modular AI infrastructure, and residents filed a RICO lawsuit against OpenAI and Georgia county leaders over the $30 billion Project Camellia. A semiconductor index rose 5.7% as CoreWeave's results lifted AI infrastructure stocks, while South Korea set 2030 targets for domestic AI chips.
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Key notes
720mn USD
Fractile's funding round
A UK AI chip startup raised one of the larger chip rounds of the period. TechCrunch reported Fractile's $720 million round, and Reuters said it valued the UK-backed company at $7 billion.
Bernstein questioned how much of the global build-out will be built. It said only one-third of the nearly 600 GW of planned AI data center capacity is credible, according to the report.
OpenAI's Georgia campus now faces a racketeering suit. Tom's Hardware reported that residents filed a RICO lawsuit against OpenAI and county leaders over the $30 billion Project Camellia. They allege a closed-door conspiracy and the use of NDAs to push the project through.
A Utah-based startup raised growth capital for modular AI data centers. Torus secured $500 million and launched a modular AI infrastructure product called Foundry, aimed at AI inference demand, according to Bloomberg and Unite.AI.
CoreWeave's results moved the wider market. The Nasdaq rose 1.6% and a semiconductor index jumped 5.7%, bloomingbit and BigGo Finance reported, with both outlets attributing the moves to the CoreWeave results.
Power for AI sites is being pulled back in places. Tom's Hardware reported that SoftBank lost $3.7 billion on cancelled gas turbine orders for AI data centers and gave up 13 gigawatts of reserved power. FourWeekMBA reported a 1.2GW AI data centre in Adelaide has been paused.
Data centers · 48 storiesSites, colocation, cooling, capacity leases.Torus raises $500 million as an Adelaide project pauses and a Georgia project is suedCapital kept flowing to modular and edge AI infrastructure. Local opposition slowed projects in Australia and Florida, and a lawsuit targeted one in Georgia.Gains after CoreWeave results: stocks against the indicesVertiv's 6.9% gain and Galaxy Digital's 5% bracket the semiconductor index's 5.7% jump, while the broad Nasdaq rose only 1.6%; Vertiv and Galaxy Digital are single stocks, the semiconductor index and Nasdaq are market benchmarks, and the scope column marks which is which.A $550 million AI data center at a former Maine paper mill has resurfaced with 82 MW, FourWeekMBA reported.FourWeekMBANaver said it is engaging with more than 12 AI data center customers across North America and beyond.Crypto BriefingHillsborough County commissioners delayed a vote on an AI data center moratorium, and an Australian developer paused a proposal after saying it misread community feeling.WMNFABC News & Headlines – Australian Broadcasting CorporationOpen 48 stories →
Hyperscalers · 7 storiesCapex, power procurement, model-capacity deals.Meta changes its AI infrastructure chief; Samsung SDS commits to sovereign AILeadership, spending and revenue were this layer's news. Microsoft's shares drew both demand-led and cost-led coverage.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.Meta handed its AI infrastructure leadership to a former AWS executive as Janardhan departs, BigGo Finance reported.BigGo FinanceSamsung SDS is committing KRW 427B to sovereign AI infrastructure, according to The Futurum Group.The Futurum GroupProactive reported that OpenAI's $10 billion in quarterly revenue strengthens the case for AI infrastructure spending.Proactive financial newsOpen 7 stories →
Semiconductors · 30 storiesAccelerators, memory, foundry, packaging.Fractile valued at $7 billion; South Korea sets 2030 AI chip targetsChip funding and national programmes led this layer, alongside a rally tied to CoreWeave's results. Reports on Nvidia chips reaching China continued.Chipmakers this window, by move4 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 plans to develop 8 AI chips and 2 semiconductor IPs by 2030. A separate report said it will spend about $600 million on 10 on-device AI chips, with Samsung Foundry getting priority on prototypes.BusinesskoreaBigGo FinanceMicron committed $1 billion to an AI infrastructure IPO, Yahoo Finance reported.Yahoo FinanceHuawei unveiled a SuperCluster architecture designed to make 1 million AI chips work as a single computer.Live ScienceOpen 30 stories →
Semi equipment · 9 storiesLithography, deposition, etch, test, export rules.Rigaku orders up 66% as Washington weighs tighter Nvidia China exportsAn equipment maker reported strong orders. In Washington, the Nvidia China affair produced calls for resignation and moves to tighten exports.Toolmakers from window open to close0 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.Rigaku Holdings reported orders up 66% and expects its semiconductor business to account for most of its operating profit.finance.biggo.comCNBC reported resignation calls and moves in Washington to tighten Nvidia's China exports over the Jensen Huang affair.CNBCAstronics' CEO said AI data center demand is causing COVID-like supply strain.Aviation WeekOpen 9 stories →
New research
Three efficiency and training papers, led by a 130× agent latency cut
Meta and Tsinghua's ReTrace distils tool-using agents into planner-free workflows, cutting inference latency 130× and cost 24% at near-parity accuracy. C²-Routing reports 37% fewer FLOPs on vision-language models and +36.5% VQA accuracy across 18 datasets. Microsoft Research's AutoScaffold applies AI-guided scaffolding to RL training across four domains; none of the three has released code or weights yet.
Which fields movedpapers today ● vs 30-edition average ○
01345.5 papers
How open was it
Weights released0 / 3
Code released0 / 3
Who published0 lab · 2 mixed · 1 academic
Papers by field, today against the average
Kept papers per field this edition beside the 30-edition average, so a busy field reads as busy against its own norm.
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
24bn USDpower plant and data center investmentYahoo Finance
2 charts built from 3 stated figures across 13 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).