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Hands-on guides to AI infrastructure, MLOps, models, and shipping to production.
Private AI Hosting in the UK: AWS Bedrock vs Microsoft Azure vs Your Own GPUs
Where is customer financial data processed, and what does each AI call cost? A comparison of AWS Bedrock, Microsoft Azure, UK and EU AI providers and your own GPUs for a typical UK finance workload, with costs at three volumes, a data-residency workflow and the break-even point for a dedicated GPU.
WorkstationRead 
Chipping Away at Nvidia's Lead: Lisa Su's AMD Plan, Two Years On
In December 2024 Bloomberg's The Circuit asked AMD CEO Lisa Su how she would chip away at Nvidia's lead in AI. We check the plan against AMD's 2026 results and Helios launch, and explain what a credible second AI platform means for UK buyers. Includes a link to the interview.
WorkstationRead 
Governed Loop Architecture for Enterprise AI
Enterprise AI agents in Banking, Education, HealthTech, FinTech and Tax Returns cannot be left to reason freely. The workloads are regulated, data-sensitive…
NVIDIA NVKE and NVKR: Why GPU Kubernetes Is Becoming the AI Factory's Operating System
NVIDIA has open-sourced NVIDIA Kubernetes Engine (NVKE) and NVIDIA Kubernetes Recipes (NVKR) to run managed Kubernetes on GPU infrastructure. What they do in plain terms, what public preview really means, why AI engineering is creating new demand for cloud and DevOps skills, and who should evaluate them now.
Balinder WaliaRead 
Accelerating AI with NVIDIA's CUDA and Inference
The rapid evolution of artificial intelligence has created a distinct challenge for developers: bridging the gap between high-level model training and…
Agentic AI Shifts Resource Allocation
Agentic AI moves software engineering from prompt-response tools to autonomous agents that plan, execute, and coordinate work across the development lifecycle…
Unlocking On-Demand Content with Generative AI
Generative AI is moving from research demos to production pipelines. For developers in Banking, Education, HealthTech, FinTech and Tax Returns, the practical…
Credential Isolation via Object Capability Bounded Authority
What is Object Capability Bounded Authority? Object Capability Bounded Authority is a security model that isolates autonomous AI workloads and Model Context…
NVIDIA RTX PRO 6000 Blackwell Server Edition: One GPU for AI, Graphics and Simulation in a UK Server Room
96 GB of GDDR7, FP4 Tensor Cores and RT Cores in a standard PCIe card: what NVIDIA's RTX PRO 6000 Blackwell Server Edition does, why it suits companies running private AI in rooms they already have, the three system sizes from a four-GPU 2U server to a 32-GPU rack like AMAX's RackScale 32, and what to check before ordering.
Balinder WaliaRead 