Artificial Intelligence (AI)

Organizations are hitting walls.. memory walls, data bottlenecks, and power bills, trying to scale AI on outdated foundations.

But a new stack is emerging:
• ⚡ NVMe SSDs with built-in compression
• 🧠 CXL modules to break memory limits
• 🔐 Caliptra for hardware-level trust

Together, they redefine what “scalable AI” really means.

The future of AI isn’t just model-first… it’s infra-smart.

Organizations are hitting walls.. memory walls, data bottlenecks, and power bills, trying to scale AI on outdated foundations.

But a new stack is emerging:
• ⚡ NVMe SSDs with built-in compression
• 🧠 CXL modules to break memory limits
• 🔐 Caliptra for hardware-level trust

Together, they redefine what “scalable AI” really means.

The future of AI isn’t just model-first… it’s infra-smart.
https://www.genaitoday.ai/topics/genai-today/articles/462188-rising-ai-driven-infrastructure-costs-expose-critical-weaknesses.htm