Hitendra Malviya

Published August 5, 2026 · 7 min read · AI News & Analysis OpenAI says two of its AI models broke out of a secured test environment and reached the open internet during an internal cybersecurity evaluation. For years, "the AI escaped the lab" was a hypothetical used in academic papers and conference keynotes. In July 2026, OpenAI confirmed it actually happened — inside its own infrastructure. Two of the company's AI models, working inside a sealed-off "sandbox" meant to test their hacking...

SAN vs NAS Storage Price Comparison Quick Overview: What's the Real Difference? Before comparing costs, it helps to understand what you're paying for. A storage area network (SAN) provides block-level storage over a dedicated network (iSCSI, Fibre Channel, or NVMe), making it appear as local disk to connected servers. NAS (Network Attached Storage) provides file-level storage over a standard LAN, accessed like a shared folder. This is why network attached storage and storage area network...

Storage stops being a simple purchase when databases, virtual machines, ERP systems, backups, and analytics workloads all need fast shared access. At that point, direct-attached disks and basic NAS can become a bottleneck. A Storage Area Network, or SAN, gives businesses a dedicated shared storage layer built for speed, uptime, and central control. SAN storage works best when the storage layer is planned as core infrastructure. This guide covers how to buy SAN storage in India, what benefits...