The AI-Data Product Flywheel: A Blueprint For Enterprise AI

1. The "Data Trash" Problem: AI models are only as good as the information they ingest. For most enterprises today, data is ...
Semiconductor Engineering

Usage Models Driving Data Center Architecture Changes

Data center architectures are undergoing a significant change, fueled by more data and much greater usage from remote locations. Part of this shift involves the need to move some processing closer to ...
CIO

Cognitive data architecture: Designing self-optimizing frameworks for scalable AI systems

If your AI feels slow, expensive or risky, the problem isn’t the models — it’s the data, and cognitive data architecture is the fix. Let’s be honest: our data systems are struggling to keep up with AI ...
Fast Company

AI fabric: The future of data and AI architecture

Time flies in the world of data analytics and artificial intelligence (AI). Seemingly every day, new technologies rise, new use cases emerge, and new frontiers unfurl themselves before a world that ...
Business Wire

Hammerspace Unveils Reference Architecture for Large Language Model Training

SAN MATEO, Calif.--(BUSINESS WIRE)--Hammerspace, the company orchestrating the Next Data Cycle, today released the data architecture being used for training inference for Large Language Models (LLMs) ...
VentureBeat

New transformer architecture can make language models faster and resource-efficient

Large language models like ChatGPT and Llama-2 are notorious for their extensive memory and computational demands, making them costly to run. Trimming even a small fraction of their size can lead to ...
Forbes

Why Your Company's Data Architecture Is More Important Than The Data Itself

Over the past decade, the data boom has created exciting strategic opportunities for adaptive companies and enabled the development of entirely new enterprises. This wave was the result of the ...