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ORYX Articles
Notes on AIOps, intelligent network management, and what actually changes enterprise infrastructure operations in practice.
- 3 min readUptime InstituteAI Servers & Equipment
Digital Infrastructure Authority | Tier Certification & Training
The source for industry tier certification in data center design, build & operations. Click here to learn about our professional certification and trainings.
مراکز دادهزنجیره تامین دیجیتالگواهی تیرآموزشهوش مصنوعی - 3 min readUptime InstituteAI Servers & Equipment
Digital Infrastructure Authority | Tier Certification & Training
The source for industry tier certification in data center design, build & operations. Click here to learn about our professional certification and trainings.
مراکز دادهزیرساخت دیجیتالگواهی تیرآموزشهوش مصنوعی - 9 min readNSA / CISA / FBI / DC3 and co-sealing agenciesNetwork Security & Vulnerabilities
Improve Router Hygiene to Protect Against Russian State-Sponsored Targeting
Russian Federal Security Service (FSB) Center 16 cyber actors continue to exploit poorly configured and vulnerable networking devices worldwide, opportunistically compromising multiple critical infrastructure sector networks.
CISANSAامنیت شبکهCiscoSNMP - 10 min readAlex Barrett, Editor, Google Cloud BlogAI Models & Infrastructure
What's new in AI infrastructure and orchestration this month
At Google, AI is a soup-to-nuts endeavor.
زیرساخت هوش مصنوعیGKETPUMLOpsGemini - 5 min readVance Peterson (Schneider Electric)AI Servers & Equipment
Data center power density: Planning liquid-cooled AI data centers around grid and power constraints
AI is changing how data centers are planned, focusing more on where compute can realistically be deployed than on how much can be added.
liquid coolingpower densityUPS systemscolocationrack density - 5 min readAMDGPU & Hardware
AMD Launches Helios: The Highest Performing Rackscale AI Infrastructure Solution
On July 23, 2026, AMD launched Helios, a rackscale AI infrastructure platform built around the Instinct MI455X GPU, which the company says delivers better performance and economics than Nvidia's Vera Rubin NVL72 rack.
AMD Instinct MI455XAMD HeliosHBM4زیرساخت رَکمقیاس هوش مصنوعیROCm - 16 min readCISA, FBI, NSA, EPA, DOE, U.S. Cyber Command (CNMF), and U.S. Department of the TreasuryNetwork Security & Vulnerabilities
Iranian-Affiliated Cyber Actors Exploit Programmable Logic Controllers Across US Critical Infrastructure
The authoring agencies urgently warn U.S. organizations of ongoing Iranian-affiliated cyber targeting of internet-connected operational technology (OT) devices, including programmable logic controllers (PLCs). These actions disrupted PLCs across several U.S. critical infrastructure sectors through malicious project file interactions and manipulation of data on human machine interface (HMI) and supervisory control and data acquisition (SCADA) displays, resulting in operational disruption and financial loss.
PLC SecurityIranian APTCritical InfrastructureICS/OT SecurityCISA Advisory - 7 min readAlyse Burnside, Data Center KnowledgeAI Servers & Equipment
Data Center Hardware Highlights: July 2026
We explore the latest data center hardware and infrastructure developments from the last month, spanning networking, memory, CPUs, orchestration software, and chip design.
data center hardwareCPUsnetworkingmemory supplyhyperscale infrastructure - 6 min readMLCommonsAI Model Comparisons
Agentic Inference for MLPerf Inference
The MLPerf Inference benchmark suite must evolve alongside AI deployment patterns.
MLPerf InferenceMLCommonsاستنتاج عاملمحورKimi K2.6Qwen3.6-35B-A3B - 13 min readSidharth Bajaj, Venkatraghavan SrinivasanAI Models & Infrastructure
Meta's AI Storage Blueprint at Scale
Over the past several years, model capabilities and training dataset sizes have experienced exponential growth.
ذخیرهسازی هوش مصنوعیزیرساخت آموزش مدلGPUMetaTectonic - 4 min readJeffrey Kampman, Tom's HardwareGPU & Hardware
Intel details long-awaited Crescent Island AI GPU at Computex, boasts up to 480 GB of LPDDR5X to combat memory shortages
At Computex 2026, Intel shared additional details about its next-generation data-center GPU, code-named Crescent Island, built on the Xe3P architecture and aimed at agentic-AI inference workloads.
Intel Crescent IslandXe3PLPDDR5Xپردازنده گرافیکی استنتاج هوش مصنوعیComputex 2026 - 3 min readJack Edwards and Luke Emberson (Epoch AI)AI Model Comparisons
Open models lag state-of-the-art closed models by 4 months
Since January 2026, the most capable open-weight models have lagged frontier closed models by an average of four months in the Epoch Capabilities Index (ECI), our aggregate measure of model capability.
Epoch AIEpoch Capabilities IndexOpen-weight ModelsClosed-weight ModelsAI Benchmarks