Intellectual hub of the topic
ASUS has unveiled the UGen300 – a compact USB accelerator designed for running AI directly on-device, без cloud или подписок, and with support for language models.
Company H has announced the release of Holo3, a model that has set a new record on the leading benchmark for AI agents that operate computers.
AI: Events
Technical context • Infrastructure
NVIDIA and Emerald AI have proposed treating large-scale AI infrastructures not as passive energy consumers, but as active participants in the energy system.
How the exaCB continuous benchmarking system helps monitor the performance of dozens of scientific applications on the exascale supercomputer JUPITER.
AI agents are beginning to write code and manage data autonomously, which necessitates a different kind of database architecture.
Alibaba Cloud has introduced DAS Agent, an AI-powered tool designed to manage databases across multiple clouds and systems simultaneously through natural language interaction.
AI: Events
Technical context • Infrastructure
SGLang developers have introduced a mechanism that allows the system to remain operational during partial failures in large GPU clusters.
AI: Events
Medicine
Salesforce has implemented an agentic operating system within the largest US healthcare network, reducing staff routine tasks and freeing up time for patient care.
AI: Events
Technical context • Infrastructure
PyTorch has introduced Flight Recorder, a tool that helps developers quickly diagnose the causes of hangs when training neural networks across multiple machines.
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