AI Hardware Accelerators 2026: Nvidia, AMD, Custom Chips, and the

Comprehensive guide to AI hardware accelerators in 2026. Explore Nvidia Blackwell, AMD Instinct, custom silicon, cloud AI chips, and how to choose the right hardware for AI workloads.

Apple plans to mass-produce its first AI server chips in 2026

In a nutshell: Apple is preparing to shift more of its AI operations in-house, with plans to begin mass production of its first AI server chips in the second half of 2026. The company''s silicon

Google and Blackstone Launch $5B AI Cloud Venture to Expand TPU

Google and Blackstone have launched a new AI cloud venture focused on expanding access to Google''s TPU chips as demand for AI infrastructure and compute power continues to surge

Strong Demand from CSPs and Sovereign Cloud to

TrendForce''s latest analysis of the AI server market shows that demand from CSPs and sovereign cloud deployments will remain robust through

Microsoft is finally making custom chips — and they''re

Maia and Cobalt are new custom silicon chips built by Microsoft for the era of artificial intelligence. Microsoft is using these chips to overhaul its

Qualcomm Unveils AI200 and AI250—Redefining Rack

Our software provides ready-to-use AI applications and agents, comprehensive tools, libraries, APIs, and services for operationalizing AI.

Qualcomm announces AI chips to compete with AMD

Nvidia has dominated the market for AI chips, with AMD seen as the second-place player. Google, Amazon, Microsoft and OpenAI are also

Microsoft launches custom AI, server chips for Azure

Microsoft introduced a custom AI chip on Wednesday that could compete with AMD and Nvidia for low- and mid-tier workloads on Azure while giving the company more control over its cloud

Exclusive: China''s H3C warns of Nvidia AI chip

One of China''s largest server makers, H3C, has flagged potential shortages of Nvidia''s H20 chip, the most advanced AI processor legally available

Transforming Server Architecture for AI Workloads

Learn how AI workloads are reshaping server architecture with accelerators, CXL memory pooling, high-speed interconnects, and advanced cooling.

Google introduces new TPUs at Cloud Next ''26

The eighth generation of Google''s TPU includes two specialized chips that will power the future of AI.

Anthropic Reportedly Bets $200B on Google Cloud, AI Chips for

Anthropic has reportedly agreed to spend $200 billion on Google Cloud and AI chips over five years, according to The Information. The deal would give the Claude AI maker access to cloud

Memory Chip Shortage 2026: HBM Takes 23% of

The global memory chip shortage of 2026 has emerged as one of the most consequential supply chain crises in the technology industry''s recent

AMD''s next-generation AI chips set to power 2026 data center growth

AMD (NASDAQ: AMD) is set to launch its MI400-series AI accelerators in 2H 2026. Analysts expect the rollout to drive significant growth, with data-center revenue projected to surge 73%, fueled by strong

Google, Blackstone to launch AI cloud venture to meet data centre

Alphabet''s Google and ‌Blackstone said on Monday that they will form an artificial intelligence cloud business venture aimed at capitalising on an insatiable demand for AI computing services.

Charted: The Battle for AI Data Center Revenue

AI and Data Center Revenue Market Share (2021–2025) At the start of the decade, Intel was the undisputed king, capturing over two-thirds of AI chip

NVIDIA Blackwell Platform Arrives to Power a New Era

Powering a new era of computing, NVIDIA today announced that the NVIDIA Blackwell platform has arrived — enabling organizations everywhere to

Cerebras IPO Revives AI Chip Startup Fever

Nvidia''s $20-billion deal for Groq set the bar for the valuation of an AI chip startup and immediately validated the market for non-GPU hardware. With a similar vertically integrated chip

NVIDIA Kicks Off the Next Generation of AI With Rubin

NVIDIA today kickstarted the next generation of AI with the launch of the NVIDIA Rubin platform, comprising six new chips designed to deliver one

AI Inference Chips 2025: Rankings & Leaders

See the latest 2025 leaderboard for AI inference chips—top architectures, perf-per-watt, memory, and pricing signals to guide your model

Blackstone bets $5 billion on Google''s secret AI chip to rival Nvidia

Blackstone is investing $5 billion in a new Google TPU cloud venture. The project aims to bring 500 MW of AI compute capacity online by 2027.

AI Technology Export Enforcement: 5 Signals Companies Cannot

Key TakeawayThe US enforcement environment for AI technology exports has shifted materially in the first quarter of 2026. Record penalties, criminal indictments reaching into corporate

Google Cloud launches two new AI chips to compete with Nvidia

Google Cloud on Wednesday announced that its eighth generation of custom-built AI chips, or tensor processing units (TPUs), will be split in two. One chip, named the TPU 8t, will be

Apple AI Server: Why Apple''s In-House AI Chips Mark a

According to supply-chain reporting, the company is nearing mass production of its first in-house AI server chips, designed not for iPhones or Macs,

Alibaba launches new AI chip to strengthen domestic semiconductor

Alibaba presented the new chip during its annual Alibaba Cloud Summit alongside a server platform called the Panjiu AL128, which integrates 128 Zhenwu accelerators into a single rack

Amazon''s AI chip push gains ground as Nvidia remains central to AWS

No credit card required AI Chips + components IC design, distribution Server, IPC, cloud computing, IoT AI chip Amazon Anthropic AWS capacity chips GPU infrastructure Nvidia silicon

Qualcomm Unveils AI200 and AI250—Redefining Rack

Products are part of a multi-generation data center AI inference roadmap with an annual cadence. Qualcomm Technologies, Inc. today