Hardware & Chips
The 2026 Inference Chip Race: Custom AI Accelerators, Memory Bandwidth, and Enterprise Total Cost
How memory bandwidth, custom accelerators, and cost per token are reshaping the 2026 inference chip race for enterprise buyers.
Topic
#gpu
Everything tagged “gpu” across News, Learn, Research and Interviews.
Hardware & Chips
Inference Economics in 2026: How New AI Chips Are Rewriting the Cost of Running Agents
New AI chips are collapsing the cost per token, yet agent bills keep rising. Here's how Blackwell, TPUv7, Cerebras, Groq, and Tenstorrent are rewriting inference economics in 2026 — and how to estimat
Hardware & Chips
The 2026 AI Inference Chip Race: How New Silicon Is Rewriting the Economics of Agentic AI
For the better part of a decade, the story of AI silicon was a training story. Bigger clusters. Longer pre-training runs. Denser FLOPs on a benchmarking leaderboard. If you wanted to know which compan
Hardware & Chips
The HBM4 Race: How Memory Bandwidth Is Becoming the New AI Performance Bottleneck
HBM4 memory is reshaping AI infrastructure in 2026 — learn why memory bandwidth, not compute, is now the binding constra...
Hardware & Chips
Expert Q&A: NVIDIA Blackwell vs AMD MI350 vs Intel Gaudi 3 Benchmarks — Hard Questions Answered
MLPerf is the best vendor-neutral benchmark we have, but it has meaningful scope limitations that affect how you should interpret the results.
Industry News
The Great AI Infrastructure Shift: Why Enterprises Are Dumping GPUs for Custom Silicon in 2026
Enterprises pivot from commodity GPUs to custom AI chips — what changed in 2026.