Nvidia stacks up agentic AI infrastructure

Nvidia has unveiled a broad software and infrastructure stack aimed at helping enterprises move AI agents from experimentation into production, introducing an open-source toolkit, a secure runtime environment, and a new processor architecture designed specifically for agentic AI workloads. CEO Jensen Huang announced the new products on Monday during a keynote speech at GTC Taipei…

AWS Transform migration: How Clearscale compresses enterprise modernization

AWS Transform (ATX) is Amazon’s agentic AI service purpose-built to automate enterprise cloud migrations for VMware, .NET, and mainframe workloads. Clearscale operationalizes AWS Transform through the Clearview Migration Methodology, enabling organizations to modernize up to 5x faster than manual efforts and reduce execution time by up to 80%. Technical leaders live in the tension between…

AI innovation moves fast. Security must help it move faster.

Organizations are using copilots, autonomous agents, and AI-driven workflows to move faster, make smarter decisions, improve productivity, and unlock new ways of working. In many industries, the winners will not simply be the companies that adopt AI, but the ones that can operationalize it quickly, confidently, and at scale. But accelerated innovation also introduces a…

칼럼 | GPU 사용률이 낮다고 낭비일까? 보안 AI 학습에서 핀옵스가 놓치는 함정

기업의 클라우드 운영팀은 일반적으로 사용률 데이터를 기반으로 의사결정을 내리도록 훈련받아 왔다. 가상머신(VM)이 유휴 상태라면 더 작은 규모로 조정한다. 스토리지가 과도하게 할당돼 있다면 회수한다. GPU 사용률이 낮게 나타난다면 작업을 더 작은 인스턴스로 옮긴다. 이러한 접근 방식은 현대 핀옵스(FinOps)의 핵심 원칙이다. 조직이 낭비를 줄이고 예측 정확도를 높이며 클라우드 비용을 통제하는 데 도움을 준다. 하지만 보안 AI 학습은…

State of the CIO, 2026: CIOs set the course for AI ROI

Drowning in hype and under pressure from top leadership, CIOs are racing to operationalize strategic AI initiatives in an effort to demonstrate — and more importantly, deliver — measurable ROI from this equally disruptive and transformative technology. The perpetual pipeline of AI pilots and rampant experimentation are giving way to a new mandate to prioritize…