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Hardware / T-2026-9577
Computex 2026: The 100-TOPS NPU Race Is Really a Software Problem
At Computex 2026, NPUs crossed 100 TOPS and local LLMs became real. The hard part is what comes next.
SourceComputex 2026: The Future of Personalized AI Hardware
Hardware / T-2026-5325
Blackwell vs MI400: 2026 is the year GPU roadmaps hit the memory wall
Why the Blackwell vs MI400 fight in 2026 is about memory walls, scale-up fabrics, and installed reality, not keynote specs.
SourceNVIDIA AMD AI chips in 2026: Blackwell vs MI400 Compared
Hardware / T-2026-7696
NVIDIA's CUDA moat is the real AI chip war, and it's cracking
AMD MI300X and Google TPUs challenge NVIDIA's 80% AI chip share. Memory bandwidth, not FLOPS, is the real battleground.
SourceThe AI Chip Wars: NVIDIA, AMD, and Custom Silicon Explained 2026
Hardware / T-2026-6270
AMD's $5.25M Helios Rack Is a Bet on Owning the Whole Stack
AMD's Helios rack at $5.25M, 12GW booked, and MI455X with 432GB HBM4 signal a real challenge to Nvidia's AI infrastructure lock.
SourceAMD Advancing AI 2026: Helios Rack Hits $5.25M
Hardware / T-2026-0210
AMD and Cerebras pair wafer-scale decode with Helios GPUs for 5x faster tokens per watt
AMD and Cerebras combine Helios rackscale systems with the Wafer-Scale Engine in a disaggregated inference workflow.
SourceAMD and Cerebras Announce Industry-Leading Ultra-Low-Latency and High ...
Hardware / T-2026-8368
Nvidia's Vera Rubin Is a Confession Disguised as a Platform
Nvidia's Vera Rubin platform admits GPUs aren't enough for agentic AI. The $1T target depends on it.
SourceGTC 2026: Nvidia Unveils Vera Rubin AI Platform, Eyes $1T by 2027
Hardware / T-2026-3903
AMD's Helios Rack Takes the Fight to NVIDIA at the System Level
AMD's Helios rackscale system pairs Venice CPUs, MI455X GPUs and Pensando fabric to challenge NVIDIA's NVL72 on memory, bandwidth and open standards.
SourceAMD Launches Helios™: The Highest Performing Rackscale AI ...
Hardware / T-2026-8739
AMD's Helios Rack Puts a 30% Token-Per-Dollar Bet on Agentic AI
AMD's Helios rack-scale AI system claims 30% more tokens per dollar, with OpenAI, Anthropic, and Meta as launch partners.
SourceAAI 2026: AMD Delivers Full-Stack Compute for the Agentic AI Era
Hardware / T-2026-3661
AMD's Helios rack system lands Microsoft, and the real fight is software
AMD's Helios rack system lands Microsoft as a customer. The hardware competes. The software story is the open question.
SourceAMD launches Helios, its first rack AI system to rival Nvidia, adding ...
Hardware / T-2026-7609
AMD's CES 2026 Keynote: The Yotta-Scale Vision and the 1,000x MI500 Promise
AMD's CES 2026 keynote laid out a vision for yotta-scale computing, previewing the Helios rack platform and promising a 1,000x AI performance increase from the Instinct MI500…
SourceAMD and its Partners Share their Vision for "AI Everywhere, for ...
Hardware / T-2026-5327
AMD's Helios and MI500 promise 1,000x AI performance, but the gap to Nvidia remains wide
AMD unveiled the Helios rack-scale platform and the MI400 series at CES 2026, with a MI500 preview targeting 1,000x the AI performance of the MI300X. Nvidia's Vera Rubin launch…
SourceAMD unveils AI accelerators and laptop chips at CES 2026
Hardware / T-2026-0231
Intel's Computex 2026 Pivot: Networking for the Agentic AI Era
At Computex 2026, Intel's AI infrastructure strategy goes beyond CPUs to tackle the networking demands of agentic AI workloads.
SourceIntel Expands AI Infrastructure Strategy with Xeon 6 and Agentic AI ...