Reports
AI-generated structured vendor updates
NVIDIA GPU Rental Prices Surge 48% in 2 Months
NVIDIA Blackwell GPU rental reaches $4.08/hour, up 48% in 2 months. Chinese cloud vendors follow with price hikes, Zhipu API up 83% in Q1.
NVIDIA Rubin Era: 1.8kW GPU TDP and Mandatory Liquid Cooling Reshape Data Centers
NVIDIA's mandatory liquid cooling is a landmark event in AI infrastructure 'qualitative change' of physical form. When chip power exceeds 1.8kW, air cooling physical limits are breached, the entire data center industry chain—from power architecture, cooling systems to building structure—must be redesigned. This isn't technology upgrade but paradigm shift.
Meta Partners with Arm on Custom Data Center Chips
Meta partners with Arm to develop custom CPUs for data centers and large-scale AI deployment. Arm and Meta launched 136-core AGI CPU, chip self-reliance wave expands from cloud vendors to full-stack players.
Nokia Partners with NVIDIA on AI-RAN Platform to Accelerate 6G Evolution
Nokia and NVIDIA have formed a strategic partnership, with NVIDIA investing $1 billion and jointly launching AI-RAN products based on NVIDIA's computing platform. The collaboration aims to embed AI data center capabilities into the RAN, driving the transition from 5G to AI-native 6G networks, with T-Mobile as the first deployment customer.
Google Cloud Next 2026: Gemini Enterprise Agent Platform Marks Agent Economy Coming of Age
Google Cloud Next 2026 represents AI platform competition 'coming of age'. Gemini Enterprise Agent Platform's launch signals large cloud vendors shifting from 'providing AI capabilities' to 'providing AI workflows'. Platform bundling war officially begins, enterprises must choose between 'feature completeness' and 'vendor lock-in risk'.
AWS Deepens Collaboration with Siemens Energy on Data Center Power Solutions
AWS expands strategic collaboration with Siemens Energy to apply cloud and AI technologies (including Amazon Bedrock and SageMaker) to smart manufacturing and plant automation. The partnership will also explore innovative power solutions for data centers, including gigawatt-scale generation and microgrid technologies.
NVIDIA Collaborates with Energy Leaders to Position AI Factories as Smart Grid Assets
NVIDIA, in collaboration with Emerald AI, proposes treating large-scale AI data centers (AI factories) as flexible, intelligent grid assets rather than static power loads. This architecture integrates accelerated computing, power networking, and control to enhance grid reliability and optimize energy efficiency. Several major energy companies plan to collaborate on this architecture to support AI workloads and accelerate power connection.
Fortinet and Arista Launch AI Data Center Solution with Converged Networking-Security Architecture
Fortinet and Arista Networks collaborate on a new data center solution that integrates security functions directly into network infrastructure, featuring AI-powered automated threat detection and response with unified control plane management.
Arm Launches Data Center Silicon Product Entering Server Hardware Market
Arm launched its first data center silicon product, Arm AGI CPU, featuring a 1OU dual-node reference server design. This marks Arm's strategic shift from IP licensing to providing complete server hardware reference designs, aimed at building the chip foundation for agent AI cloud.
Arm Launches Self-Developed AGI CPU for AI Data Center Market
Arm introduces its first self-developed AGI CPU for AI data centers, featuring Neoverse V3 architecture with claimed 2x performance per rack over x86 platforms. This marks Arm's strategic shift from IP licensing to silicon provider, with support from key customers including Meta and OpenAI.
Meta Partners with Arm to Develop New AI Data Center CPUs
Meta partners with Arm to co-develop data center CPUs optimized for AI workloads. The first product, the Arm AGI CPU, aims to boost rack performance density for large-scale AI deployments. It will be available through Arm's ecosystem, with board designs to be open-sourced via the Open Compute Project.
Meta and Arm Collaborate on AI-Optimized Data Center CPU
Meta partners with Arm to develop Arm AGI CPU optimized for AI workloads, targeting higher performance density and energy efficiency. As lead partner, Meta will open-source hardware designs via OCP and integrate with its proprietary MTIA chips.
ARM Launches AGI CPU Silicon for AI Infrastructure Market
ARM introduced its first production AGI CPU silicon in March 2026, marking a strategic shift from IP licensing to full silicon solutions provider. Designed for next-gen AI infrastructure, this move may reshape the data center processor ecosystem.
Cisco and Digital Realty Launch Unified AI Infrastructure Solution
Cisco partners with Digital Realty to deliver a pre-validated AI infrastructure reference architecture integrating 8000 series routers, SRv6 networking and AI security solutions, supporting 20-50kW high-density POD deployment. The solution leverages Digital Realty's global data center platform for distributed AI inference, simplifying enterprise AI scaling.
NVIDIA Defines Flexible AI Factory as Dispatchable Grid Asset
NVIDIA partners with energy firms to introduce Flexible AI Factory concept, using AI platform to dynamically align computing loads with grid demand. This transforms AI data centers from energy consumers to prosumers with grid support capabilities through software-defined optimization.
Check Point Launches AI Defense Plane for Autonomous AI Agent Security
Check Point introduces AI Defense Plane, a solution providing unified security monitoring and control for AI workloads across cloud, data center, and edge. It focuses on real-time detection of malicious prompt injection and data leakage, with automated policy enforcement for threat isolation.
NVIDIA Blackwell Architecture Achieves 25x Energy Efficiency Gain
NVIDIA's Blackwell GPU architecture delivers 25x energy efficiency improvement over Hopper through Transformer Engine and NVLink innovations. This architectural breakthrough significantly reduces AI training/inference operational costs, directly impacting data center TCO and sustainability metrics.
NVIDIA CEO Outlines Accelerated Computing Paradigm, Signaling AI Infrastructure Evolution
In an interview, NVIDIA CEO Jensen Huang systematically elaborated on accelerated computing as a fundamental shift in computer architecture. He emphasized the data center's transition from general-purpose CPUs to specialized acceleration platforms led by GPUs, and believes the future computing stack will be re-architected around accelerated computing.
NVIDIA Outlines Three-Stage Accelerated Computing Evolution and Software-Defined Data Center Strategy
NVIDIA CEO outlined a three-stage accelerated computing evolution, progressing from single GPU acceleration to full-stack acceleration, and now entering the software-defined, AI-driven data center phase. The company emphasizes dynamic resource allocation through software-defined infrastructure and reaffirms its full-stack AI strategy from chips to applications.
Cisco and NVIDIA Embed Firewall in DPU for AI Server Security
Cisco extends its Hybrid Mesh Firewall to NVIDIA BlueField DPU, enabling 400G line-rate stateful segmentation security. The solution deploys security capabilities inside AI servers with hardware acceleration to avoid CPU/GPU resource consumption. Designed for AI front-end networks, it supports multi-tenant isolation and automated policy generation.