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The GPU Daily · #094 · covering Thursday 15 October
The physical layer of AI, every day. Here's what moved on Thursday 15 October 2026.
The world's largest maker of advanced AI chips is about to post a sixth straight record quarter.
Its customers are the ones spending. Its factory space is the thing they are all waiting for. The company is already building in Arizona, and analysts are asking where it builds next.
The profit is the smaller story.
The capacity is the product.
In this issue
Top story · MARKET MOVES
Taiwan · ▲ Bullish · 12 Oct 03:15 UTC · Newsroom · 4 sources
TSMC will report a 65% jump in third-quarter net profit to T$746.3 billion ($23.4 billion), according to an LSEG SmartEstimate from 16 analysts. Third-quarter revenue rose 50% year on year to a record, ahead of forecasts. Morgan Stanley expects TSMC to lift full-year revenue growth guidance to the low-to-mid 40% range on Thursday.
Earlier: TSMC quarterly revenue surged to NT$1.49 trillion (8 October)
MARKET MOVES · 6
Asia · ▼ Bearish · 15 Oct 06:45 UTC · Newsroom
Taiwan · ▼ Bearish · 15 Oct 16:15 UTC · Newsroom
US · ◆ Neutral · 15 Oct 16:15 UTC · Newsroom
India · ▼ Bearish · 15 Oct 17:00 UTC · Newsroom
India · ◆ Neutral · 15 Oct 16:00 UTC · Newsroom
China · ◆ Neutral · 15 Oct 06:38 UTC · Trade press
Hefei-based SciVisual closed angel and angel-plus rounds totalling tens of millions of RMB, with Shanghai Future Industry Fund, Houxue Capital and Pudong Venture Capital investing.
Why this matters: A small AI-data raise, likely of limited relevance to GPU infrastructure buyers.
NEOCLOUD · 5
US · ▼ Bearish · 15 Oct 17:15 UTC · Newsroom · 2 sources
Global · ◆ Neutral · 15 Oct 16:29 UTC · Company/PR
DigitalOcean launched Managed Agents in public preview on a Firecracker microVM platform with checkpoint and restore of running processes and memory.
Earlier: DigitalOcean launches Managed Agents with per-minute CPU and memory billing (25 September)
US · ◆ Neutral · 14 Oct 20:27 UTC · Company/PR
TensorWave launched WaveLabs, a developer community focused on AMD hardware and ROCm, with events at PyTorch Conference in October and NeurIPS in December 2026.
Global · ▲ Bullish · 15 Oct 00:00 UTC · Company/PR
Epsilon Health deployed a dedicated NVIDIA HGX B300 cluster from Verda, citing scarce long-term B300 contracts elsewhere, and reports roughly 3x faster training than its Hopper setup.
US, Europe, Asia Pacific · ◆ Neutral · 14 Oct 08:00 UTC · Company/PR
AWS launched Blockchain Snapshots on AWS, free of charge in US East (N. Virginia), Europe (Ireland) and Asia Pacific (Tokyo), for node bootstrapping.
SOFTWARE & AI · 27
US · ▲ Bullish · 15 Oct 00:00 UTC · Company/PR
Meta released Muse Spark Open, a mixture-of-experts model with about 816B total and 42B active parameters and a 1M-token context window, with BF16 needing four 8-GPU H200 nodes.
China · ▲ Bullish · 15 Oct 09:42 UTC · Trade press
The model is 600B total parameters with 27B active and a 1M context window, with a technical blog on its 92-layer design.
Why this matters: A large open-weight model could drive inference demand for self-hosted GPU capacity.
Earlier: StepFun launches Step 5 preview with 600B sparse MoE and 1M context window. (20 September)
Global · ◆ Neutral · 15 Oct 15:00 UTC · Company/PR
Global · ◆ Neutral · 15 Oct 20:04 UTC · Trade press
The model runs locally on Apple silicon, so inference happens on the device rather than in a cloud data centre.
Why this matters: Local inference on consumer silicon may shift some demand away from cloud GPUs.
Global · ▼ Bearish · 15 Oct 16:00 UTC · Company/PR
China · ◆ Neutral · 15 Oct 04:47 UTC · Trade press
Why this matters: A 25B-active-parameter open-weight MoE may lower inference costs for teams that self-host models.
Earlier: Ant Group launches Ling-3.1-flash with 560B parameters (30 September)
US · ◆ Neutral · 15 Oct 00:00 UTC · Company/PR
Muse Spark Open is live on Together AI as a Day 0 partner, priced at $1.25 per 1M input tokens and $4.25 per 1M output tokens, with a 1M-token context window.
US · ▼ Bearish · 14 Oct 22:45 UTC · Newsroom · 2 sources
UK · ▲ Bullish · 15 Oct 00:00 UTC · Company/PR
Nscale launched Dedicated Inference, a managed serving layer for models on reserved Nscale GPU capacity, with Nemotron 3.5 Super VL, GLM 5.3 and DeepSeek v4-Flash at launch.
Why this matters: The product may move Nscale from pure capacity into the serving layer, competing with inference platforms for production workloads.
China · ◆ Neutral · 15 Oct 06:38 UTC · Trade press
The system runs 480p gameplay at 60 fps on a single RTX 5090 with sub-150ms latency, company-stated.
Why this matters: Single consumer-GPU real-time generative video may broaden the set of workloads that do not need datacentre GPUs.
Global · ◆ Neutral · 15 Oct 18:00 UTC · Company/PR
Muse Spark Open, a 816B-parameter Mixture-of-Experts model with 42B active per token, is now available on SageMaker JumpStart with BF16 and NVFP4 variants.
US · ◆ Neutral · 15 Oct 00:00 UTC · Company/PR
GroqCloud is serving Muse Spark Open in limited preview with a 131,072-token context window at 350+ tokens per second per user.
Global · ◆ Neutral · 15 Oct 16:00 UTC · Company/PR
Cloud Run worker pools list at almost 40% less per vCPU-hour and GB-hour than instance-billed services, and workers can attach GPUs for inference.
China · ▼ Bearish · 15 Oct 06:38 UTC · Trade press
The outage ran from 8:11 a.m. Beijing time and was moved to monitoring once a fix was in place at 12:49 p.m.
China · ◆ Neutral · 15 Oct 04:46 UTC · Trade press
The engine handles rules and physics while a causal video model renders frames, released under Apache-2.0.
China · ◆ Neutral · 15 Oct 04:47 UTC · Trade press
Natura-1 is a 50B-parameter MoE pretrained on one million hours of first-person video and adapted to 20-DoF robot hands.
UK · ▲ Bullish · 15 Oct 00:00 UTC · Company/PR
Nemotron 3.5 Super VL, a 120-billion-parameter Mixture-of-Experts model with 12 billion active parameters, is now served on reserved Nscale GPU capacity.
Global · ◆ Neutral · 15 Oct 20:34 UTC · Company/PR
US · ◆ Neutral · 15 Oct 15:02 UTC · Trade press
CEO RJ Scaringe said vehicles will eventually run agents from Anthropic, OpenAI and Meta, with safety-critical controls excluded.
Why this matters: Edge-versus-cloud routing in vehicles could add a small signal on inference demand, with no direct GPU infrastructure bearing.
EU · ◆ Neutral · 15 Oct 00:00 UTC · Company/PR
The distilled FLUX.3 Image Klein checkpoint generates a 1024x1024 image in 1.93 seconds on a single H100 80GB, using 23.8 GiB of memory.
Global · ◆ Neutral · 15 Oct 16:00 UTC · Company/PR
Agents can query data in Databricks Unity Catalog and Snowflake Horizon without moving it, and Cross-Cloud Interconnect is generally available at 10 or 100 Gbps.
Why this matters: Cross-cloud data access may matter more to data platform buyers than to GPU capacity decisions.
Global · ◆ Neutral · 15 Oct 15:08 UTC · Company/PR
Triple recall rose from 16% to 33% after fine-tuning on 1,978 examples, outperforming GPT-6.1 Sol on the same test passages.
US · ◆ Neutral · 15 Oct 19:14 UTC · Trade press
METR will publish its own assessments of Anthropic's risks and practices, and Anthropic has given up the right to block publication.
Global · ◆ Neutral · 15 Oct 16:00 UTC · Company/PR
Visko deployed its pipeline on a single TPU slice in 30 days, with renders at 1.07x playback speed against the real-time deadline.
Why this matters: A real-time video workload on TPUs may offer useful inference cost data, though the figures are company-stated.
US · ◆ Neutral · 15 Oct 19:00 UTC · Company/PR
OpenAI launched the Rosalind Academic Plan, offering eligible US university labs up to 30 seats at no cost for up to 12 months, with API access not included.
Global · ◆ Neutral · 14 Oct 18:00 UTC · Company/PR
Lambda recursive loop detection now stops loops between Lambda Event Functions and EventBridge Custom event buses, enabled by default with no configuration.
Why this matters: Operators running event-driven inference pipelines may see fewer runaway invocations and unexpected charges.
Global · ◆ Neutral · 15 Oct 17:00 UTC · Company/PR
Adobe is optimising Photoshop, Premiere and Substance 3D for the RTX Spark superchip, claiming up to 2x faster AI processing, company-stated.
Earlier: NVIDIA RTX Spark laptops ship 16 October with up to 128GB memory (13 October)
A fast AI answer isn't always a coordinated one. When AI resolves B2B issues without looping in the teams responsible for them, confidence outpaces alignment. A new Harvard Business Review Analytic Services briefing paper, sponsored by Front, looks at closing that gap.
HARDWARE · 10
China, Taiwan · ◆ Neutral · 15 Oct 06:38 UTC · Trade press
Bloomberg reports ByteDance is in advanced talks to buy MediaTek ASICs, which would make it MediaTek's second-largest ASIC customer after Google; terms undisclosed.
South Korea · ▼ Bearish · 15 Oct 15:30 UTC · Newsroom
Earlier: South Korea's Kospi fell more than 7% on semiconductor sell-off (13 October)
US · ◆ Neutral · 15 Oct 01:01 UTC · Trade press
Founders Anna Goldie and Azalia Mirhoseini say the startup's AI designs whole chips, learns from each iteration and improves later designs.
Why this matters: The approach may shorten custom chip design cycles, which could widen the range of workloads that justify bespoke silicon.
China · ◆ Neutral · 15 Oct 07:45 UTC · Trade press
The low-power LPP prototype delivers over 15W, and the company says mass production is three to five years away.
Why this matters: The prototype may shape how far China's domestic chip supply chain can progress in EUV lithography sources over the long term.
Taiwan · ◆ Neutral · 15 Oct 16:15 UTC · Newsroom
Earlier: Micron Taiwan union rejects one-time reward package. (15 September)
EU · ◆ Neutral · 15 Oct 10:00 UTC · Company/PR
35 supercomputers are in development across Europe, which NVIDIA describes as the largest single-year supercomputing buildout in the region.
Why this matters: Sovereign compute access for research could shape how European AI factory capacity gets used.
EU · ◆ Neutral · 15 Oct 10:00 UTC · Company/PR
NVIDIA joined the European Commission's AI in Science Enablers Initiative and is working with national AI factories in France, Spain and Sweden.
China · ◆ Neutral · 15 Oct 06:38 UTC · Trade press
XPENG announced its XPENG AI Engineering business at the Paris Automotive Summit, offering its AI BOX, Turing chip and foundation model to partners.
Earlier: Xpeng plans to license technology stack to overseas automakers. (18 September)
Global · ◆ Neutral · 15 Oct 21:38 UTC · Company/PR
Global · ◆ Neutral · 15 Oct 12:00 UTC · Company/PR
HYPERSCALER · 5
China · ▲ Bullish · 15 Oct 06:38 UTC · Trade press
Bloomberg reports Apple will launch Apple Intelligence in mainland China in December via iOS 27.3, using Alibaba's Qwen and Tongyi Wanxiang models.
Why this matters: Alibaba model deployment for a major consumer platform may add inference demand on Chinese cloud capacity.
US · ◆ Neutral · 15 Oct 15:15 UTC · Newsroom
Global · ◆ Neutral · 15 Oct 18:30 UTC · Company/PR
WhatsApp handled more than 30 million messages per second during the July 19 final, 1.23x the New Year's Eve 2026 peak, according to Meta.
Brazil · ◆ Neutral · 15 Oct 20:00 UTC · Company/PR
Earlier: AWS launches T8i burstable EC2 instances. (17 September)
Global · ◆ Neutral · 15 Oct 17:34 UTC · Company/PR
Amazon Time Sync Service now supports microsecond-accurate time on 135 additional EC2 instance types across 12 families in all commercial regions.
DATA CENTRE · 4
Uruguay · ◆ Neutral · 15 Oct 12:06 UTC · Trade press
The $5.7 billion technology park allocates $5.5 billion to 500 MW of data centre capacity and $200 million to 350 MW of solar PV, built in two phases through 2029.
US · ▼ Bearish · 15 Oct 00:57 UTC · Trade press
The California Public Utilities Commission has postponed its vote on an exceptional case agreement for the campus every month since the first delay.
Why this matters: Continued delay may push back the power arrangements the campus needs, which could affect its energisation timing.
India · ◆ Neutral · 15 Oct 04:30 UTC · Company/PR
Global · ◆ Neutral · 13 Oct 12:00 UTC · Company/PR
Schneider Electric's blog says demand for prefabricated data centres is growing exponentially on the back of AI buildouts, without customer names or project data.
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ENERGY & POWER · 36
US · ▲ Bullish · 15 Oct 21:35 UTC · Trade press
AEP is planning a 702 MW Bloom Energy fuel cell plant in Cheyenne, Wyoming, with Google contracted to buy its output under a 20-year PPA.
US · ▼ Bearish · 15 Oct 21:49 UTC · Trade press
NERC's proposed standards for data centres, AI facilities and crypto operations with at least 50 MW of connected load passed their final stakeholder ballot on Oct. 15.
US · ▼ Bearish · 15 Oct 19:46 UTC · Trade press
DOE issued an emergency order from 13 to 16 October letting PJM tap more than 35 GW of unused backup generation, while FERC rejected PJM's Bring Your Own Capacity proposal.
Why this matters: The emergency order and the FERC ruling may both shape how fast data centres can secure third-party power in PJM.
Earlier: PJM issued a Maximum Generation Alert as DOE ordered plants to run (13 October)
US · ▲ Bullish · 15 Oct 14:47 UTC · Trade press
The deal could be worth up to $4bn, and AEP separately plans to spend about $4bn on a 702MW Bloom Energy fuel cell project under contract to Google.
Why this matters: Behind-the-meter generation contracted for large-load customers may set a template for data centre power procurement.
US · ◆ Neutral · 15 Oct 07:30 UTC · Trade press
The lithium-ion architecture combines grid-scale storage with UPS functions, and ON.Energy completed trials at the National Laboratory of the Rockies grid simulator.
Why this matters: A 5 GW order for data-centre-specific battery UPS may change how AI campuses meet grid reliability rules.
US · ◆ Neutral · 15 Oct 21:59 UTC · Trade press
The Ohio Supreme Court is weighing an industry group's challenge to the AEP data centre tariff that Ohio utility regulators approved in 2025.
Why this matters: A ruling could set the terms utilities use to charge large data centre loads, affecting how US grid costs are allocated.
US · ◆ Neutral · 15 Oct 20:25 UTC · Trade press
Duke Energy said it will start negotiations on a clean transition tariff in early 2027, and the NCUC ruling on Duke's large load proposal is due in mid-November 2026.
Earlier: Duke Energy's clean transition tariff for hyperscalers stalled (9 October)
US · ◆ Neutral · 15 Oct 16:00 UTC · Trade press
Why this matters: AI-driven interconnection review may decide where data centre load can connect, which could shape site selection.
Indonesia, US · ▲ Bullish · 15 Oct 06:31 UTC · Trade press
US · ◆ Neutral · 15 Oct 14:11 UTC · Trade press
Why this matters: Gas pipeline connection timing may become a site-selection factor for behind-the-meter data centre power.
Australia · ◆ Neutral · 15 Oct 03:38 UTC · Trade press
Envision's Cooljarloo Energy Park includes 27 turbines and an eight-hour battery; the country head says off-grid parks could host data centres.
Why this matters: An off-grid renewables-plus-storage park with a data centre option may show a power-first siting model in Australia.
China · ◆ Neutral · 15 Oct 14:52 UTC · Trade press
The plant gives 10 hours of storage and is expected to generate 200GWh a year, with Dongfang Electric as EPC contractor.
US · ◆ Neutral · 15 Oct 21:57 UTC · Trade press
FERC approved the sale of FirstLight Power's US generation resources to Hull Street Energy, finding no adverse effect on competition, rates or regulation.
Global · ▼ Bearish · 15 Oct 13:20 UTC · Trade press
China is forecast to fall 29% to 271GW, while installations outside China rise 13% to 313GW.
Why this matters: A weaker China solar build may shift cheap module supply and storage-paired generation toward other markets.
Saudi Arabia · ◆ Neutral · 15 Oct 07:12 UTC · Trade press
The Rabigh 2 expansion uses six Siemens SGT6-5000F turbines and targets commercial operation in May 2029, with progress at over 39%.
Why this matters: Large gas-fired capacity in Saudi Arabia may supply power for regional data centres.
Australia · ▲ Bullish · 15 Oct 03:58 UTC · Trade press
The September quarter matched the previous quarterly record, with wind FIDs at 1.1 GW and solar at 1 GW; 5 GW is on track for 2026.
US · ◆ Neutral · 15 Oct 18:30 UTC · Trade press
The DOE approved cost-shared ARDP funding for the Molten Chloride Reactor Experiment, which could reach criticality as early as 2027 at Idaho National Laboratory.
Global · ▲ Bullish · 15 Oct 14:54 UTC · Trade press
Year-to-date installations reached 208GWh, up 43% on the prior year.
US · ◆ Neutral · 15 Oct 22:50 UTC · Trade press
Australia · ◆ Neutral · 15 Oct 20:50 UTC · Trade press
Lacour Energy lodged plans with the Shire of West Arthur for a wind farm of up to 92 turbines and 500 MW, paired with a 500 MW / 2,000 MWh battery.
El Salvador · ◆ Neutral · 15 Oct 05:26 UTC · Trade press
Cox's agreement covers solar, battery storage, a 380 MW combined-cycle plant and an LNG regasification terminal, with the solar component starting at around 200 MW.
Canada · ◆ Neutral · 15 Oct 13:52 UTC · Trade press
Mexico · ◆ Neutral · 15 Oct 05:39 UTC · Trade press
Sener identified 42 solar projects totalling 6,856 MW and 13 wind projects totalling 4,028 MW, with CFE involved in about 70%.
Australia · ▲ Bullish · 15 Oct 02:19 UTC · Trade press
Earlier: NSW tender excludes batteries, targets 1.5GW of gas-fired firming capacity by 2033 (12 October)
Australia · ◆ Neutral · 15 Oct 00:56 UTC · Trade press
About 28 TWh from Yallourn, Eraring and Gladstone is scheduled to retire by mid-2030, with most closures between July 2028 and April 2029.
Why this matters: Gas-heavy replacement could keep wholesale prices volatile for data centre power buyers in the NEM.
US · ▼ Bearish · 15 Oct 15:15 UTC · Trade press
Employees feared retaliation for raising safety concerns, and the NRC has asked Holtec for a plan within 30 days.
Poland · ◆ Neutral · 15 Oct 12:39 UTC · Trade press
The Pątnów project will use up to six GE Vernova Hitachi BWRX-300 units, 1,800 MWe combined, on a repurposed coal plant site owned by ZE PAK.
US · ◆ Neutral · 15 Oct 13:13 UTC · Trade press
The project, run by Southern Company, Idaho National Laboratory and Core Power, targets first criticality in 2027.
US · ◆ Neutral · 15 Oct 05:01 UTC · Trade press
Work across Maine, New York and Connecticut includes transformer replacement, a 34 kV switchyard and flood protection.
US · ◆ Neutral · 15 Oct 20:47 UTC · Trade press
Oklo announced Groves-2 Forge, a follow-on reactor project integrating isotope irradiation and processing, with an initial focus on lutetium-177 for cancer treatments.
Why this matters: The project is a nuclear isotope play, so it may have little direct bearing on data centre power supply at this stage.
India · ◆ Neutral · 15 Oct 04:00 UTC · Trade press
Government undertakings floated more than 130 GWh of storage-linked tenders in 2025, including SECI's 1.2 GW FDRE-IX tender.
US · ◆ Neutral · 14 Oct 22:57 UTC · Trade press
Brattle Group found that scaling residential virtual power plants over five years could cut expected bill increases in half and add hundreds of megawatts of capacity.
France · ◆ Neutral · 15 Oct 14:18 UTC · Trade press
Each unit is about 21 metres tall and weighs roughly 330 tonnes, and the remaining six units are scheduled from 2028.
US · ◆ Neutral · 15 Oct 09:00 UTC · Trade press
The national average fell from 20 cents per kWh in September 2025 to 19.6 cents this September, per Heatmap and MIT data.
Why this matters: Lower retail power prices may ease the operating cost of data centres, though the drop is small.
Australia · ◆ Neutral · 15 Oct 02:44 UTC · Trade press
About 80 per cent of new large Australian buildings are being built fully electric, and 232 major gas-to-electric retrofits are expected by the end of next year.
Global · ◆ Neutral · 15 Oct 06:56 UTC · Trade press
Credence Research projects a 7.5% CAGR from $7 billion in 2024, with data centre expansion cited as a North American driver.
Why this matters: Data centre expansion may lift demand for dry-type transformers in North America, according to Credence Research.
REGULATION & POLICY · 13
US · ▼ Bearish · 15 Oct 13:28 UTC · Trade press
The standards would cover computational loads of 50MW or more at 100kV or higher, pending NERC board and federal approval.
US · ▼ Bearish · 14 Oct 23:25 UTC · Trade press
Governor Tina Kotek directed the Department of Environmental Quality to stop issuing new air or water quality permits for data centre projects until July 2027.
Why this matters: The pause may delay Oregon campuses that have not yet secured air or water permits, pushing capacity to other states.
US · ▼ Bearish · 15 Oct 19:20 UTC · Trade press
US · ▼ Bearish · 15 Oct 11:33 UTC · Trade press
Global · ◆ Neutral · 15 Oct 13:15 UTC · Newsroom · 2 sources
Brazil · ◆ Neutral · 15 Oct 05:47 UTC · Trade press
Both Lula and Flávio Bolsonaro propose expanding renewables and storage while targeting northeastern Brazil for energy-intensive industries and data centres.
Why this matters: Competing candidates targeting northeastern data-centre siting may shape where power-constrained builds land.
US, India, Indonesia, Laos · ▼ Bearish · 15 Oct 15:52 UTC · Trade press
Commerce is expected to finalise anti-dumping and countervailing duty orders on 2 November, with a 123% dumping margin for Indian producers.
Why this matters: Duties on cell imports could raise US module costs and shift where solar-powered data centre supply is sourced.
US · ◆ Neutral · 15 Oct 01:16 UTC · Trade press
US · ◆ Neutral · 15 Oct 07:30 UTC · Trade press
The two hubs received $1.675 billion in federal awards three years ago, and the 2027 budget request would redirect $1.2 billion to AI supercomputers.
US · ◆ Neutral · 14 Oct 23:00 UTC · Trade press
Canada · ◆ Neutral · 15 Oct 21:39 UTC · Trade press
Asia Pacific · ◆ Neutral · 15 Oct 22:00 UTC · Company/PR
Cisco's policy paper, drawing on the CCAPAC Annual Report 2026, found Asia Pacific quantum readiness progress real but uneven across seven geographies.
Why this matters: Post-quantum migration may add cryptographic upgrade work to data centre and hardware refresh cycles in the region.
Global · ▼ Bearish · 15 Oct 14:00 UTC · Company/PR
The actor used CVE-2026-102764 to deploy a webshell and escalate to root on Remote Support appliances.