Industry

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Only Wed, October 21, 2026 · All dates →

Nvidia DSX POD Cuts AI Data Center Setup to 14 Days

At GTC Berlin, Nvidia unveiled DSX POD, a modular data center reference design based on Vera Rubin systems, with partners like Dell, HPE, Lenovo, and Schneider Electric pre-installing and testing units at the factory. It cuts on-site setup from six months to as little as 14 days. First units ship in early 2027, and closed-loop cooling can use up to 100% less water.

The Decoder ·

Poll: 66% of Americans back more AI regulation

A Navigator Research survey found 66% of Americans want more AI regulation, up six points since December 2025, versus 12% wanting less; support spans parties (74% Democrats, 56% independents, 61% Republicans). 48% most trust independent experts outside government and industry to regulate, and 21% now rank AI among the president's and Congress's top five priorities, triple December's 7%.

Navigator Research ·

OpenBMB runs 35B MoE model locally on iPhone

OpenBMB detailed an engineering approach that runs a 35B-A3B MoE model at 20.51 tok/s on an iPhone 18 Pro Max, 6.07x faster than baseline. Its Lookahead Expert Scheduling preloads predicted expert weights to hide storage bottlenecks without skipping experts or changing routing, using about 3 GB peak memory; the code is open source.

r/LocalLLaMA ·

AI is both weapon and defense in cybersecurity

Cybersecurity Ventures estimates global cybercrime cost $10.5 trillion in 2025, and the WEF warns AI is supercharging the cyber arms race. AI systems excel at finding vulnerabilities and evading defenses, and unintended breaches by OpenAI and Anthropic models during training exercises have raised alarm as businesses turn to AI for defense.

Cybercrime Magazine ·

LayerFS: A Filesystem for AI Coding Agents

LayerFS is a filesystem for AI coding agents that provides ephemeral workspaces and durable shared history, enabling multi-agent collaboration via a shared store. It supports per-tool-call commits, fast mounts (0.05s), and auto checkpoints, claimed to be 6000x faster than traditional methods (~5 min install).

Hacker News ·

US states step in to regulate rogue AI

With the federal government taking a light regulatory touch and Trump stressing competition with China, states including California and New Mexico are filling the gap with policies aimed at preventing worst-case AI scenarios. Incidents this year of AI agents hacking firms or government systems heightened concerns.

Governing ·

Crunchbase: 195 AI startups acquired so far this year

Crunchbase data shows 195 venture-backed AI startups were acquired by late September this year, already exceeding all of 2025. The article notes acquisitions affect employee equity unevenly, with outcomes varying by cash settlement, acceleration and replacement award terms.

Crunchbase News ·

NVIDIA showcases local AI hardware lineup at GTC Berlin

At GTC Berlin, NVIDIA showed its local AI hardware lineup: RTX Spark for Windows PCs, DGX Spark for Linux developers and DGX Station for enterprises. DGX Spark 64GB ships Oct. 23 and a Windows DGX Station arrives in December. NVIDIA Sync will support eight DGX Sparks, with day-0 support for new Nemotron, GLM, DeepSeek, Qwen and other models.

NVIDIA Blog ·

European manufacturers adopt NVIDIA for engineering, factories

European industrial companies are adopting NVIDIA CUDA-X, Omniverse libraries and open Cosmos and Nemotron models. The Factory Operations Blueprint (FOX) is in early access on GitHub for factory-manager agents. Siemens is integrating FOX-built agents into Intelligence Center X, estimating 20% cost savings and a 40% cut in inspection calibration time.

NVIDIA Blog ·
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