The GPU Daily · #091 · covering Monday 12 October
The physical layer of AI, every day. Here's what moved on Monday 12 October 2026.
In this issue
Top story · DATA CENTRE
US · ▲ Bullish · 12 Oct 18:39 UTC · Trade press
Fluidstack broke ground on a $4 billion first phase of an AI data centre in Cameron County, Texas, capable of supporting up to 1.5 GW, while Crusoe confirmed it is the developer behind Google's AI campus in Armstrong County, where construction began in June 2025 and over 5,500 workers are on site daily. Fluidstack says it requested no local property-tax abatements and intends to pay for the energy, water and infrastructure costs itself.
MARKET MOVES · 2
US · ▲ Bullish · 12 Oct 04:15 UTC · Newsroom · 2 sources
The Wall Street Journal reported on 11 October, citing people familiar with the matter. No outlet has independently confirmed it. Amazon declined to comment and Decart did not respond.
US · ▼ Bearish · 12 Oct 11:00 UTC
NEOCLOUD · 2
EU, US · ▲ Bullish · 12 Oct 05:00 UTC · 12 sources
Global · ▲ Bullish · 12 Oct 09:35 UTC · Company/PR
Shakti AI Lab offers cloud-based GPU access for machine learning, deep learning, computer vision, NLP, and generative AI coursework and research.
SOFTWARE & AI · 19
US · ▲ Bullish · 12 Oct 17:56 UTC · Trade press
US · ▲ Bullish · 12 Oct 16:00 UTC · Company/PR
Short-term memory now costs $1.00 per GB ingested, $0.20 per GB retrieved, and $0.10 per GB-month stored, replacing the previous flat rate per event. Ingestion and retrieval have a 12 KB minimum and 64 KB maximum billable size.
Global · ▲ Bullish · 12 Oct 13:08 UTC · Company/PR
The managed platform ingests, processes, vector-indexes and catalogues multimodal data, integrating with DigitalOcean Serverless Inference and Managed Agents services.
Global · ▲ Bullish · 12 Oct 13:05 UTC · Company/PR
Insights runs on OpenTelemetry and requires no additional instrumentation, pulling telemetry from DigitalOcean products into a single backend covering products including Serverless Inference, Batch Inference, Inference Router, Managed Agents, and Action Gateway. It is free during the preview, with charging expected at general availability.
Global · ▲ Bullish · 12 Oct 13:05 UTC · Company/PR
Signals monitors production traffic on DigitalOcean Managed Agents and Inference Engine, classifying sessions across interaction, execution, and environmental dimensions, while Simulations runs multi-turn agent scenarios in an isolated sandbox with LLM-based scoring. Both are in public preview.
China · ▲ Bullish · 10 Oct 00:00 UTC · Company/PR
Z.ai released GLM-5.3-Flash on August 26, a 320B-parameter mixture-of-experts model with 18B active parameters, achieving 7,907.54 tokens/s throughput on 8x NVIDIA H20-96G GPUs with 1M-token context support.
China · ▲ Bullish · 10 Oct 00:00 UTC · Company/PR
Qwen-Image-2.1 was open-sourced on September 20 with a 7B-parameter DiT visual component, native 2K resolution output, and RGBA transparency generation; the core pipeline is approximately 16B parameters with a 33GB checkpoint size.
US · ▼ Bearish · 11 Oct 00:00 UTC · Newsroom · 2 sources
China · ◆ Neutral · 12 Oct 02:06 UTC · Trade press
Tencent will stop accepting new agents and API keys on October 29, with full shutdown on November 9; data export available until January 9, 2027.
India, US · ◆ Neutral · 12 Oct 09:30 UTC · Newsroom
L&T Technology Services opened its first AI-native EI Lab for Digital Manufacturing in India, built on Siemens and Nvidia technology, and plans a US counterpart by the end of FY2026-27.
Global · ▲ Bullish · 12 Oct 12:30 UTC · 3 sources
Global · ◆ Neutral · 12 Oct 02:06 UTC · Trade press
BeingBeyond released Being-M0.7 in July 2026, a model that predicts future visual latents and whole-body motion before acting, pretrained on more than 10,000 hours of human video and motion data. In its own report it completed 7 of 15 real-world trials on a Unitree G1, against 3 of 15 for Psi0 and 2 of 15 for GR00T-N1.6, a small sample the company ran itself. On the SIMPLE simulation benchmark, an AlphaXiv extract of the paper gives Being-M0.7 128 of 180 trials (71.1%), against 116 of 180 (64.4%) for Psi0, the strongest baseline. These are the company's own results.
China · ◆ Neutral · 12 Oct 02:05 UTC · Trade press
The Kargo50 is designed for factory tote handling, while the Zu50 is a 50 kg collaborative arm, both shown at the China International Industry Fair in Shanghai.
US · ◆ Neutral · 12 Oct 22:34 UTC · Company/PR
AWS Lambda Web Functions runs HTTP frameworks natively with multi-concurrent execution and multi-region deployment with latency-based routing.
US · ◆ Neutral · 12 Oct 16:00 UTC · Company/PR
The 330-million parameter foundation model runs inside BigQuery without separate model hosting infrastructure, supporting multiple target columns plus past and future covariates directly in SQL.
US · ◆ Neutral · 12 Oct 14:44 UTC · Company/PR
Cloudflare embedded Apache DataFusion into Logpush to execute customer SQL transformations in-process. Its blog cites 110 million records per second as Bufstream's total Logpush delivery, and a synthetic benchmark of about 1.6 million rows per second on a 5,000-row batch.
US · ◆ Neutral · 9 Oct 16:22 UTC · Company/PR
Microsoft launched Decision-1, a post-trained Qwen3.5-9B model that scores fixed options in a single pass. Microsoft says it beat larger models on accuracy across 36 benchmarks while running 35x faster than GPT-6 Sol at median latency (company figures; the latency comparison uses an adjusted median that a rival disputes).
US · ◆ Neutral · 12 Oct 14:34 UTC · Company/PR
The architecture combines AWS HealthOmics, Amazon Bedrock AgentCore running Anthropic Claude Opus 4.7, and Amazon S3 Tables to let researchers query bacterial sequencing data for AMR genes using natural language.
US · ◆ Neutral · 12 Oct 07:00 UTC · Company/PR
AWS Secrets Manager now supports automatic credential rotation for Databricks personal access tokens and service principal OAuth secrets, and Twilio API keys and Auth Tokens, with setup available directly from the AWS Management Console.
HARDWARE · 13
US · ◆ Neutral · 12 Oct 19:32 UTC · Company/PR
Intel detailed its GPU D-series accelerator (formerly Crescent Island) at OCP Global Summit: up to 480 GB LPDDR5X on partner ODM cards (160 GB on Intel's own PCIe card), 1.5 TB/s bandwidth, 1.3 petaflops FP8 performance and a 350 W power envelope in an air-cooled PCIe form factor. Customer sampling is underway.
South Korea · ◆ Neutral · 12 Oct 08:45 UTC · Trade press
A report relayed by Design And Reuse, based on unconfirmed social media leaks, says Anthropic is developing a Broadcom-designed accelerator on Samsung's 2nm node at about 200,000 initial units. Neither company has confirmed it.
US · ◆ Neutral · 12 Oct 15:00 UTC · Company/PR
US · ▼ Bearish · 12 Oct 12:00 UTC · Newsroom
The jury deliberated for about four hours on 9 October without reaching a verdict and was due to resume on 13 October. Qualcomm alleges Arm withheld software, breached a pricing commitment and leaked a letter that hurt its Meta talks, which Arm denies.
US · ◆ Neutral · 12 Oct 21:19 UTC · Company/PR
Meta announced IcePack, a liquid-cooled network rack, and IceCube, a 102.4T liquid-cooled switch blade, plus Flattened Planar Fabric, a two-tier Clos fabric for scale-out networking.
Global · ▲ Bullish · 10 Oct 14:16 UTC · Company/PR
The RTX Pro 5500 supports MIG partitioning into two isolated 42GB instances, a feature absent from the consumer RTX 5090. French retailer LDLC listed it, not yet in stock, at €16,439.95, and Vast.ai speculates a US price of around $12,000. NVIDIA lists it as coming soon with no release date.
Global · ▲ Bullish · 12 Oct 19:30 UTC · Trade press · 2 sources
Trane announced the unit on 29 September, and IT Brief covered it on 12 October. It is rated up to 3,750 L/min and takes facility water up to 45°C, with shipments from Q2 2027.
US · ▲ Bullish · 12 Oct 00:00 UTC · Company/PR
The three companies will demonstrate a proof of concept designed to show error-free PCIe-5 links over multimode fibre, using 32 Gb/s NRZ channels and 1060 nm VCSEL technology, at OCP Global Summit 12-15 October.
China · ▲ Bullish · 12 Oct 06:58 UTC · Trade press
The new generation of DDR5 registered memory modules is planned for launch by the end of 2026, with server memory as the first product application.
US · ◆ Neutral · 13 Oct 03:00 UTC · Company/PR
US · ◆ Neutral · 12 Oct 16:00 UTC · Company/PR
Google announced a completely rewritten second edition of Site Reliability Engineering, covering operating AI infrastructure at scale including GPU and TPU cluster reliability, network topologies, and pipeline reliability for model training and fine-tuning.
US · ◆ Neutral · 12 Oct 16:01 UTC · Company/PR
Meta now uses MoQ, an emerging IETF standard built on QUIC, for Instagram Live ingest on iOS and Android, keeps its in-house RUSH protocol as a TCP fallback, and is exploring MoQ for real-time interactive AI workloads.
Taiwan · ◆ Neutral · 8 Oct 00:00 UTC · Company/PR
Foxconn's research arm said on 8 October that two papers, one on shallow quantum circuit depth and one on linear-time quantum error-correcting codes, were accepted to FOCS 2026, which runs 8-11 November in New York (acceptance per the company's release).
HYPERSCALER · 4
US · ▼ Bearish · 12 Oct 13:01 UTC · Company/PR
Microsoft says Maia 200 is already serving its production workloads, including Copilot, and that Maia 300, built on TSMC's N2P process, will begin production deployments in 2027 with 40% more tokens per megawatt than leading GPU-based systems. It gave no named baseline for that comparison.
China · ◆ Neutral · 12 Oct 02:06 UTC · Trade press
China Mobile's Hohhot expansion adds 120 MW of IT power and will offer 20,100 PFLOPS of total capacity once running, with 16,700 PFLOPS for AI and about 90% serving the Beijing-Tianjin-Hebei region.
US · ◆ Neutral · 12 Oct 16:00 UTC · Company/PR
The system uses two elasticity levers, Rank More Ads and Serve Better Models, to expand and contract optional work as opportunistic capacity becomes available or is reclaimed.
China · ◆ Neutral · 7 Oct 00:00 UTC · Company/PR
Alibaba Cloud said in a company blog post that its edge-for-AI lineup at Apsara 2026 has seven shipped capabilities, including POST-request caching, an AI Gateway, post-quantum encryption and AI Crawler Management.
DATA CENTRE · 1
Global · ◆ Neutral · 12 Oct 11:18 UTC · Trade press
In ChinAI #377, published 12 October, Jeffrey Ding translated a 2024 essay by Peking University's Yanhui He that claims US companies own more than half of the world's hyperscale data centres, and that the US hosted about 5,000 data centres in 2023 against fewer than 2,000 combined in China, Germany and the UK. The figures are the essay's, and no source dataset is named.
ENERGY & POWER · 13
US · ◆ Neutral · 12 Oct 21:31 UTC · Trade press
Global · ◆ Neutral · 12 Oct 06:26 UTC · Trade press
Wood Mackenzie forecast that global cumulative energy storage capacity will exceed 7 TWh by 2035, with 2026 demand growth near 30%, pv magazine reported.
Global · ▲ Bullish · 12 Oct 06:01 UTC · Trade press
The cost crossover applies globally across 43 modeled markets, though US tariffs threaten near-term gains for battery procurement.
Australia · ▼ Bearish · 12 Oct 22:41 UTC · Trade press
New South Wales proposed a 1.5 GW firming tender, announced on 13 October Sydney time, that requires net-energy providers, which effectively excludes batteries and pumped hydro. The government expects gas peakers to do well but says it will not change the design to guarantee that. Facilities must be operating by 2033, and the design is out for consultation.
US · ◆ Neutral · 12 Oct 18:21 UTC · Trade press
The $32 million Perry Street substation upgrade added 13,200-volt distribution capability alongside the original 4,160-volt delivery, with roughly 12 substations planned for modernisation in the coming years.
Saudi Arabia, US · ▲ Bullish · 12 Oct 09:45 UTC · Newsroom
US · ◆ Neutral · 12 Oct 14:53 UTC · Trade press
FPL deployed nearly 17,000 workers from 29 states to restore power to 435,000 affected customers. In initial assessments, smart grid technology prevented more than 130,000 outages and underground lines performed more than eight times better than overhead.
Australia · ▲ Bullish · 12 Oct 08:27 UTC · Trade press
Atmos Renewables closed on the 400 MW / 1,600 MWh Teebar BESS in Queensland targeting late 2028 operation, while OX2 selected e-Storage for the 100 MW / 200 MWh Muswellbrook battery in New South Wales with Q3 2028 target.
US, Canada · ▲ Bullish · 12 Oct 10:04 UTC · Trade press
Distributed energy resource platform Voltus raised US$225 million in an oversubscribed Series D financing round to expand virtual power plant services in the US and Canada.
South Africa · ◆ Neutral · 12 Oct 11:38 UTC · Trade press
Eskom launched a qualification process for up to 6 GW of renewable energy and storage projects in South Africa, with Eskom itself contributing at least 2 GW of solar and 1 GW/4 GWh of battery storage in Phase 1.
Bangladesh · ◆ Neutral · 12 Oct 12:47 UTC · Trade press
Rooppur 1, the first unit of Bangladesh's Rosatom-built Rooppur plant, achieved first criticality on 11 October, with power start-up scheduled for 20 November.
Italy · ◆ Neutral · 12 Oct 10:08 UTC · Trade press
The company invested €2 million in the Piacenza site and plans to triple production capacity and grow its workforce from 30 to between 80 and 90 employees by 2028, with the first dome shipped to India for the 20 MW/160 MWh Kudgi project.
US · ◆ Neutral · 12 Oct 12:29 UTC · Trade press
Peak outages reached approximately 950,000 customers across Florida and Alabama, with FPL's smart grid preventing more than 130,000 outages and underground lines performing more than eight times better than overhead infrastructure.
REGULATION & POLICY · 2
US · ▼ Bearish · 12 Oct 13:56 UTC · Trade press
FERC rejected PJM's Interim Resource Adequacy Service framework and 'bring your own new capacity' rules, saying they intrude on state jurisdiction and discriminate against large loads, but approved the large load registry.
US · ▼ Bearish · 12 Oct 14:54 UTC · Trade press
Virginia's State Corporation Commission is expected to decide the merger in January after evidentiary hearings begin 17 November. The lieutenant governor and several legislators opposed the deal at local hearings, citing ratepayer costs and data centres paying their share. The governor is sceptical.