AI Infrastructure: Page

What is edge AI?

Edge artificial intelligence (edge AI) is a paradigm for crafting AI workflows.

By Nick Barney, George Lawton • Sept. 17, 2025

How Meta’s $10B cloud deal with Google helps it scale AI

The move favors both companies: It shows Google's leadership in cloud infrastructure and furthers the social media giant's goal of becoming the leader in AI superintelligence.

By Esther Shittu • Aug. 27, 2025

Compare GPUs vs. CPUs for AI and machine learning use cases

Choosing which AI hardware option makes more sense for an AI or machine learning project depends on multiple factors, including speed, memory and cost.

By Chris Tozzi • Aug. 21, 2025

Meta restructures AI division aiming for superintelligence

Despite the resources Meta has, it will likely face challenges as it seeks to meet its goal.

By Esther Shittu • Aug. 20, 2025

Nvidia new world models power physical AI systems, apps

The hardware and software vendor's new world models target the development of robotic applications and reasoning in robots.

By Esther Shittu • Aug. 12, 2025

How Cerebras approaches competing against Nvidia

The AI vendor's director of product marketing says the company first focused on large chips and later turned attention to ramping up inferencing.

By Esther Shittu , Shaun Sutner • Aug. 12, 2025

MCP server tutorial: How to build and manage servers

There's no standard approach to set up and manage MCP servers. This example tutorial teaches you the basics with Claude Desktop and Docker, then examines security and management.

By Chris Tozzi • Aug. 6, 2025

What is the artificial intelligence of things (AIoT)?

The artificial intelligence of things (AIoT) is the combination of AI technologies and the internet of things (IoT) infrastructure.

By Alexander Gillis, Paul Kirvan, Kinza Yasar, Gerry Christensen • Aug. 1, 2025

TSMC’s profit soars as AI chips boom globally

The Taiwan-based company, which manufactures a large portion of the world's semiconductors, saw booming profit and revenue in its most recent earnings report.

By Shane Snider • July 17, 2025

HPE beefs up AI factory-fueled offerings with Nvidia upgrades

The vendor says its upgraded Private Cloud AI will offer a turnkey tool for enterprise, leaning on agentic AI and partnerships with Nvidia and Accenture.

By Shane Snider • June 24, 2025

AI and IoT: How do the internet of things and AI work together?

AI can compound the benefits of IoT by adding humanlike awareness and decision-making to the environment at hand to ultimately increase efficiency and improve processes.

By Tom Nolle • June 16, 2025

Exploring Nvidia’s approach to AI factories

The AI hardware and software provider is focusing on building massive data centers that do everything in the AI lifecycle, from data ingestion to inferencing and fine-tuning.

By Esther Shittu , Shaun Sutner • June 3, 2025

Nvidia AI platform for cloud GPU providers widens supply

The vendor is addressing the AI chip supply and demand challenge while also helping some lower-tier cloud GPU providers that are facing challenges in the GPU-as-a-service market.

By Esther Shittu • May 20, 2025

Nvidia, AMD, others tout AI partnerships with Saudi Arabia

The U.S. tech involvement follows a long-term plan for the country to become an AI hub by 2030. Vendors get access to energy resources, and Saudi Arabia benefits from AI chips.

By Esther Shittu • May 13, 2025

Nvidia, OpenAI intro tools for agentic AI, creating images

The vendors add to the numerous tools available in the generative AI market with a new system for building and managing agents and a high-quality image generator.

By Esther Shittu • April 24, 2025

Tariffs not likely to undermine Nvidia’s AI dominance

Tariffs and restrictions on exports could mean more competition for the world's top AI hardware company. However, the vendor will still likely keep its lead in the AI chip market.

By Esther Shein • April 23, 2025

Google Cloud Next 2025: Ambition to lead AI agent ecosystem

The cloud giant delivered new tools to provide interoperability, enterprise security, powerful reasoning-capable models and low-latency infrastructure for AI.

By Mark Beccue, Principal Analyst, AI • April 15, 2025

Intel CEO Tan to revamp Intel development for AI

Intel CEO Lip-Bu Tan plans to leverage AI for semiconductor design, shed non-core assets and foster a culture of innovation to turn around Intel.

By Antone Gonsalves • April 1, 2025

AMD teams up with Rapt AI to boost GPU performance for AI

AMD is partnering with Rapt AI to focus on workload management and performance optimization when running AI models on AMD's Instinct GPUs.

By Antone Gonsalves • March 27, 2025

Understanding the role of temperature settings in AI output

Learn how adjusting the temperature settings in AI tools can help you strike a balance between reliability and innovation.

By Damon Garn • March 20, 2025

Nvidia readies Vera Rubin to replace Blackwell

Nvidia's upcoming advanced GPUs, Blackwell Ultra and Vera Rubin, give it as much as a two-year lead over competitors, an analyst says.

By Antone Gonsalves • March 19, 2025

Nvidia aims at agents, physical AI with reasoning models

The AI hardware and software vendor launched Llama Nemotron, a family of open source models for agentic AI. It also introduced Cosmos Reason.

By Esther Shittu • March 19, 2025

Google’s Gemma 3 can run on a single TPU or GPU

Google says the new models are user-friendly, tailored for edge devices and cost-effective.

By Esther Shittu • March 12, 2025

Experts stunned by Trump attack on CHIPS Act

President Donald Trump challenged the CHIPS Act, favoring tariffs to attract semiconductors, despite experts arguing that subsidies have successfully drawn investment to the U.S.

By Antone Gonsalves • March 7, 2025

TSMC plans $100B investment boost for US AI chip production

TSMC said its historic $100 billion investment would create thousands of construction jobs and boost U.S. capacity for AI chips. However, its time frame is fuzzy.

By Antone Gonsalves • March 5, 2025