Jonathan Anthony
Latest from Jonathan Anthony
Enterprises racing to deploy AI at scale are discovering that the biggest constraint isn’t model capability anymore — it’s control. As agentic AI moves from experimentation into core business processes, companies are rethinking whether handing proprietary data to closed frontier models is …
Cerebras Systems positions inference speed as the defining edge in AI infrastructure
The race to build the fastest AI infrastructure is reshaping the semiconductor industry, with inference speed emerging as the defining competitive dimension of the AI era. As AI model wars intensify across OpenAI, Anthropic and Google, the underlying compute layer is under …
10 insights from the Machina AI Summit: Physical AI moves from demos to deployment
Physical AI and robotics are moving beyond impressive demonstrations into a new phase of practical deployment, with companies now targeting specific, high-value use cases in manufacturing and logistics — production-ready systems capable of delivering measurable ROI. After years of research breakthroughs and …
Capital One Software makes the case for AI-ready tokenization
AI tokenization has become essential for enterprises seeking to balance data security with innovation, enabling sensitive data to be used safely in AI workloads without compromising utility or compliance. That requirement is reshaping how data security leaders think about their role in …
9 ways AI is reshaping enterprise operations: Key insights from AWS Summit NYC
The conversations at last week’s AWS Summit NYC 2026 showed that AI evolution is entering a new phase. From physical robots tackling labor shortages to agentic systems reshaping enterprise operations, the focus is shifting from experimentation to practical deployment. TheCUBE’s host, Gemma Allen, captured candid …
Cyber resilience strategy moves beyond backups to tested recovery
Cyberattacks are no longer just an information technology problem. They’ve become a board-level business continuity crisis, forcing enterprises to rethink cyber resilience strategy from the storage layer up. As cyber resilience strategy evolves from a compliance checkbox into an operational imperative, companies …
CSX puts Kubernetes-based virtualization to the test on critical rail infrastructure
As enterprises accelerate away from legacy virtualization platforms, the debate over whether Kubernetes-based virtualization is ready for mission-critical workloads is moving from conference rooms into production environments. Organizations are increasingly consolidating virtual machines and containers onto a single platform. CSX Corp., one of …
Autonomous infrastructure breaks data silos to accelerate enterprise AI
Data intelligence is emerging as a key differentiator for enterprise AI and autonomous infrastructure as companies discover that copying information into dashboards and data lakes is too slow for agentic workloads. The shift is pushing IT teams to rethink architectures built for …
Google Cloud uses AI to cut $30 million in costs and quadruple throughput
As FinOps AI strategies continue to emerge, the familiar cloud cost management approach is breaking down — and organizations that fail to adapt risk runaway spending on workloads they barely understand. FinOps is rapidly evolving from a cloud-billing function into a strategic framework …
AMD ties shift-left architecture decisions to AI cost efficiency
As enterprise AI budgets hit their limits earlier each year, the pressure to fund new agentic and inference workloads without expanding total spend is forcing a fundamental rethink of infrastructure and data center modernization. The State of FinOps 2026 Report found that …