Author Archives: Massed Compute

Don’t Miss These 3 GTC Happy Hours Co-Hosted by Massed Compute

The real breakthroughs at NVIDIA GTC 2026 will be where the builders meet. This March 16-19 in San Jose, CA, we’re co-hosting three curated happy hour events designed for those shipping, not just pitching, the future of AI. Check out our events and sign up to join us for serious technical conversations, cold drinks, and […]

What Is Massed Compute LocalMetal?

On-Prem Infrastructure

Modern enterprises face a critical infrastructure bottleneck as they compete for leadership in the AI sector. On one hand, the public cloud offers agility but often comes with variable costs and data sovereignty risks. On the other hand, traditional on-premises hardware ownership provides control but saddles IT departments with massive capital expenditures (CapEx) and the […]

Why Do Infrastructure Choices Determine the Winners of the AI Race?

Infrastructure Choices Determine the Winners of the AI Race

Choosing the wrong infrastructure slows your research team down and quietly creates friction across your entire business. This is because costs creep up, timelines slip, and risk starts to pile on in places you didn’t expect. A lot of specialized “neoclouds” sound great on paper. Easy access to GPUs, flexible scaling, attractive pricing. But once […]

Posted in AI

What is the Impact of GPU Shortages in University Research?

the impact of GPU shortages in university research

Graphics Processing Units (GPUs) are the workhorse of modern computational research, accelerating tasks that would otherwise take days or weeks on CPUs.  When those GPUs are scarce, the ripple effects through university research programs are immediate and multifaceted: experiments slow or stop, inequities widen, budgets strain and innovation timelines stretch out. Here’s how GPU shortages […]

What is an AI factory and What is the NeoCloud Advantage?

AI factories and the NeoCloud Advantage

It is a new class of infrastructure designed for one purpose: turning large volumes of data into usable intelligence at scale. Predictions, automated decisions, real‑time recommendations, continuously improving models… these are the outputs of an AI factory. Unlike traditional data centers or general‑purpose clouds, AI factories are purpose‑built to run AI workloads as efficiently, predictably, […]

Introducing the Industry’s First Integrated GPUaaS & NaaS Offering for Enterprise AI

Network as a Service and GPU as a Service

The “AI Race” is often portrayed as a hunt for silicon. Enterprises scramble to secure high-performance GPUs, believing that raw compute power is the sole gatekeeper to innovation. However, compute is only as fast as the network that feeds it. Traditionally, procuring high-end GPUs (GPU-as-a-Service) and configuring the massive pipes needed to move data (Network-as-a-Service) […]

Why Modern RAG Systems Rely on NVIDIA GPUs

Modern RAG Systems

Retrieval-Augmented Generation (RAG) has quickly become one of the most powerful patterns in modern AI engineering.  By combining a large language model with a retrieval layer that pulls in relevant external knowledge, RAG enables applications to stay factual, context-aware and up to date without continually retraining the underlying model. But while RAG seems conceptually simple […]

Does Cloud GPU Rental Make More Sense Than Buying?

Why cloud GPUs rental makes more sense than buying?

Your computer performs countless tasks simultaneously, from browsing social media and writing emails to running complex software. To handle these tasks efficiently, your system relies on different components, and one of the most critical is the GPU (Graphics Processing Unit). A GPU was originally designed to accelerate graphics rendering for video games. Today, it’s used […]

AI in VFX: AI Face Replacement

AI in VFX: AI Face Replacement

AI face replacement is the substitution or modification of faces using artificial intelligence (AI), and it’s been getting lots of attention in the last few years.  Through VFX and rendering technology, you can rejuvenate an actor through digital de-aging, create digital doubles to perform stunt scenes, or even create AI-generated actors trained from thousands of […]

What Are the Benefits a NeoCloud for Today’s AI and Machine Learning Demands?

What Are the Benefits of a NeoCloud for Today’s AI and Machine Learning Demands?

AI is a core component of how modern organizations operate, innovate and compete.  From large language models (LLMs) and generative AI tools to real-time inference powering enterprise applications, the demand for high-performance compute has never been higher.  Yet as AI adoption grows, many companies are hitting a familiar bottleneck when trying to access affordable, reliable […]