Amazon анонсировала чип Trainium3 и инновационные ИИ-агенты для управления данными Translation: Amazon announced the Trainium3 chip and innovative AI agents for data management

Amazon Web Services (AWS) has unveiled a new version of its proprietary AI chip, Trainium3, and also announced the development of its successor, Trainium4.

The company reported the launch of the UltraServer system, which is built upon the state-of-the-art 3nm Trainium3 processor and innovative internal networking technology.

Both solutions displayed a remarkable increase in performance for AI training and inference compared to second-generation semiconductors.

The system achieved a fourfold improvement in performance and features four times the memory, enabling not only AI training but also support for AI applications during peak load periods.

UltraServer is composed of 144 Trainium3 chips, which can be combined into a structure that accommodates up to 1 million semiconductors in total.

The energy efficiency of the new solution has improved by 40%. The company revealed that its clients, including Anthropic, LLM Karakuri, SplashMusic, and Decart, are already utilizing third-generation chips, significantly reducing their computational costs.

Amazon has presented a semiconductor development roadmap, with the next-generation chip, Trainium4, already in the works. It will deliver «another significant leap» in performance and incorporate Nvidia’s high-speed NVLink Fusion interconnect technology.

Systems based on Trainium4 will scale computational power by interfacing with Nvidia graphics processors, while continuing to utilize Amazon’s proprietary, more cost-effective server rack technology.

AWS has also announced three new AI agents. One of these can learn user preferences and autonomously operate for several days.

Each digital assistant serves different purposes:

Kiro maintains «persistent context across sessions» — its memory doesn’t deplete. This agent can work for hours or days with minimal human intervention.

Another significant release from Amazon is AI Factories, a solution that enables large corporations and governmental entities to deploy AI systems directly within their data centers.

«Clients provide the power and the data center, while AWS installs and manages the AI system and can connect it to other cloud services,» the company stated.

The aim is to meet the needs of corporations and governments that seek complete control over their data.

It’s worth noting that in November, Amazon requested Perplexity to remove a browser with an integrated AI agent from its online store.