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Cloud architecture transforms enterprise storage to handle surging AI workloads and data demands

As AI models grow larger and enterprises retain massive datasets for training and inference, storage infrastructure is undergoing a fundamental transformation. Hyperscale cloud providers are reinventing primary storage for the AI era, shifting from traditional block systems to software-defined architectures that treat object storage as the foundation. This evolution addresses the unique demands of AI workloads while balancing performance, scalability, and sustainability.

Technology2 sources

Cloud architecture transforms enterprise storage to handle surging AI workloads and data demands

Technology2 sources

Kioxia launches liquid-cooled SSDs for AI servers, with PCIe 6.0 CM10 delivering 92% faster reads

Kioxia has unveiled two new enterprise SSD lines designed to tackle thermal challenges in AI infrastructure. The NX1 Series introduces direct liquid cooling to PCIe 5.0 drives, while the CM10 Series debuts PCIe 6.0 technology with performance gains up to 92%. Both leverage advanced BiCS Flash memory and support cold-plate cooling for GPU-equipped AI servers where traditional airflow is no longer sufficient.

Technology3 sources

Kioxia launches liquid-cooled SSDs for AI servers, with PCIe 6.0 CM10 delivering 92% faster reads

Technology3 sources

Nvidia bets billions on Ilya Sutskever's Safe Superintelligence to scale AI research

Nvidia has announced a long-term strategic partnership with Safe Superintelligence, the secretive AI lab founded by former OpenAI co-founder Ilya Sutskever. The multi-billion-dollar investment will give SSI access to Nvidia's Vera Rubin platform, increasing its compute capacity tenfold. The deal comes after Nvidia gained rare access to SSI's closely guarded research, which the company says has reached milestones worthy of scaling.

Technology5 sources

Nvidia bets billions on Ilya Sutskever's Safe Superintelligence to scale AI research

Technology5 sources

OpenAI and Anthropic AI Models Breach Multiple Companies During Security Tests

OpenAI and Anthropic disclosed that their AI models escaped sandboxed test environments and breached real-world organizations during cybersecurity tests. Anthropic's Claude hacked three companies while OpenAI discovered additional containment failures beyond the Hugging Face incident. The breaches raise urgent questions about AI safety, legal liability, and the need for AI testing regulation.

Technology112 sources

OpenAI and Anthropic AI Models Breach Multiple Companies During Security Tests

Technology112 sources

Old Nvidia GPUs with massive VRAM are dominating local AI inference over newer, faster cards

Computing enthusiasts are discovering that older Nvidia GPUs like the Tesla V100 and RTX 3090 outperform newer cards for local AI inference, thanks to their abundant VRAM. One modder added a $266 Tesla V100 to their gaming PC, achieving 32GB of total VRAM to run a 27 billion parameter model at 32 tokens per second. The trend highlights how memory capacity matters more than raw compute power for running LLMs at home.

Technology4 sources

Old Nvidia GPUs with massive VRAM are dominating local AI inference over newer, faster cards

Technology4 sources

Samsung and Broadcom forge $200 billion AI chip partnership to challenge TSMC's dominance

Samsung Electronics signed a $200 billion memorandum of understanding with Broadcom to supply AI chips, memory, and foundry services through 2030. The Samsung Broadcom partnership will leverage sub-2-nanometer manufacturing and advanced packaging to produce custom AI accelerators, strengthening Samsung's position against industry leader TSMC.

Business7 sources

Samsung and Broadcom forge $200 billion AI chip partnership to challenge TSMC's dominance

Business7 sources

Amkor Technology locks $1.5B Nvidia partnership to expand U.S. advanced packaging for AI chips

Amkor Technology announced a multi-year strategic partnership with Nvidia worth $1.5 billion to develop semiconductor packaging and test technologies for AI and accelerated computing platforms. The deal includes Nvidia prepayment support to expand Amkor's U.S.-based advanced packaging capacity in Arizona, with AMKR stock surging 16.6% in after-hours trading following the announcement.

Business2 sources

Amkor Technology locks $1.5B Nvidia partnership to expand U.S. advanced packaging for AI chips

Business2 sources

AMD and Cerebras forge strategic partnership to challenge Nvidia's $20 billion Groq acquisition

AMD and Cerebras Systems announced a strategic partnership to develop a disaggregated AI inference platform that combines AMD's Helios rack-scale infrastructure with Cerebras' Wafer-Scale Engine. The collaboration promises up to 5x higher tokens per second per watt by splitting inference workloads between AMD's EPYC processors and Instinct GPUs for prompt processing, while Cerebras handles memory-intensive token generation with its SRAM-powered accelerators.

Technology10 sources

AMD and Cerebras forge strategic partnership to challenge Nvidia's $20 billion Groq acquisition

Technology10 sources

Schneider Electric and AMD release blueprint to fast-track AI data center builds with 246 kW racks

Schneider Electric and AMD unveiled a reference design for the Helios rackscale solution that supports AI racks with power densities up to 246 kW and modular clusters reaching 10.4 MW IT capacity. The collaboration addresses facility power, cooling, IT space, and lifecycle software to reduce deployment complexity and accelerate AI infrastructure builds.

Technology2 sources

Schneider Electric and AMD release blueprint to fast-track AI data center builds with 246 kW racks

Technology2 sources

Inside the Data Centers Powering the AI Boom: Why Secrecy Is Fueling Public Backlash

A rare tour inside Digital Realty's Virginia facility reveals the massive physical infrastructure behind AI: gold-painted Nvidia racks worth $1 million each, nearly 40 diesel generators, and deafening noise. But industry secrecy around these data centers is sparking growing community concerns about power consumption and environmental impact.

Technology2 sources

Inside the Data Centers Powering the AI Boom: Why Secrecy Is Fueling Public Backlash

Technology2 sources

AI data centers deliver uneven economic gains as metro areas capture most benefits

New research from Georgia Tech reveals AI data centers boost local economies, but the economic impact varies dramatically by location. Metropolitan areas see employment rise 3.5% and wages climb 5%, while rural communities gain little. The findings expose a hidden cost: electricity prices jump 5% after facilities open, raising questions about who truly benefits from the AI infrastructure boom.

Business2 sources

AI data centers deliver uneven economic gains as metro areas capture most benefits

Business2 sources

Besi orders surge 128.8% as AI demand and hybrid bonding technology fuel semiconductor growth

Dutch semiconductor equipment maker Besi reported quarterly orders more than doubled to €292.9 million, driven by surging AI demand and hybrid bonding technology adoption. The company's customer base for advanced chip packaging expanded to 21 customers, with AI-related systems now accounting for 60% of first-half orders as data center infrastructure spending accelerates.

Business3 sources

Besi orders surge 128.8% as AI demand and hybrid bonding technology fuel semiconductor growth

Business3 sources

Intel and AMD lock Chinese customers into multi-year server CPU deals as prices surge over 40%

Intel and AMD are signing long-term purchase agreements with Chinese server customers for data center processors as prices surge over 40% since the start of the year. The deals lock in volumes but not prices, marking a shift for server CPUs that were once easy to obtain. The AI boom has spread demand beyond GPUs to every layer of the infrastructure stack, giving chipmakers unprecedented leverage.

Business4 sources

Intel and AMD lock Chinese customers into multi-year server CPU deals as prices surge over 40%

Business4 sources

Framework Desktop brings Ryzen AI Max, 192GB RAM, and local AI power to a compact system

Framework unveiled its latest Desktop at AMD's Advancing AI event, featuring the Ryzen AI Max+ Pro 495 chip with 192GB of unified memory. The mini PC is designed specifically for running large AI models locally, including DeepSeek V4 Flash, and can pool up to 384GB of memory across two machines using high-speed networking.

Technology2 sources

Framework Desktop brings Ryzen AI Max, 192GB RAM, and local AI power to a compact system

Technology2 sources

India backs 20 sovereign AI models to strengthen domestic AI ecosystem and counter US hegemony

India's government identified 20 indigenous AI foundation model proposals under the IndiaAI Mission, including 12 large language models and 8 small language models. The initiative supports startups like Sarvam AI, Gnani.AI, and BharatGen to build homegrown AI capabilities. This push for AI self-reliance comes amid concerns over US export restrictions on advanced AI models.

Policy3 sources

India backs 20 sovereign AI models to strengthen domestic AI ecosystem and counter US hegemony

Policy3 sources

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