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The 6 next big things in computing, chips, and foundational technology for 2026

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The 6 next big things in computing, chips, and foundational technology for 2026

Advances in computing aren’t just about faster processors. As these innovations show, progress is driven by everything from the technologies used to transmit data to the systems that ensure data centers get reliable power without overwhelming the grid. If many of them are largely invisible to most of us—well, that’s kind of the point.

Amazon
For skating where the AI puck is going
Announced at AWS re:Invent in December 2025, Trainium3 is Amazon’s newest AI chip. It’s designed to take on not just today’s dominant AI workflows but also to anticipate the needs of emerging ones such as world models. Equipped with up to 144 chips, Amazon’s Trainium3 UltraServer quadruples the compute performance and energy efficiency of its predecessor. Uber is adopting Trainium3 for tasks such as calculating arrival times, and video-generation platform Decart has used it to achieve 4x higher frame throughput and reduce latency by 75%.

Cadence
For teaching AI agents to design processors
Historically, advances in processor design have been propelled by human engineering talent, a resource that’s difficult to scale. Introduced in early 2026, Chip design giant Cadence’s Super Agents take on essential elements of the process such as creating test plans, design node migration, and digital implementation. Already adopted by big names like Nvidia, Qualcomm, and Altera, they offer up to 10x productivity increases across design and verification, according to Cadence.

HP For building a workstation today for tomorrow’s GPUs Out of the box, HP’s Z8 Fury G6i desktop workstation can support for up to four powerful Nvidia RTX Pro 6000 GPUs.


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