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Serval has made Catalyst generally available as an administrative super agent that discovers repetitive work and builds governed enterprise automations. It can also create background agents that monitor connected systems, identify emerging issues, and suggest fixes before employees submit tickets.
Alibaba has launched Qwen-UI-Agent, a general-purpose GUI agent foundation model designed for real-world tasks across mobile, desktop, web, and DeepSearch environments. The article reports that it surpassed GPT 5.6 and Claude Opus 4.8 on a mobile benchmark.
Nvidia announced full-scale production of its Spectrum-X Ethernet Photonics co-packaged optical switch for AI factories, using 200G-per-lane links. SK hynix simultaneously published a CPO technology roadmap targeting over 100 Tb/s per node, sub-1 pJ/bit energy consumption, and sub-10 ns chip-to-chip latency.
AMACO’s $1.5 billion HERCULES project in Kenya combines electricity generation, cooling, and AI data-centre infrastructure. Its initial design uses liquefied natural gas to reduce reliance on the national grid, with future support for renewable energy and hydrogen.
This systematic review examines how large language models support mental-health applications, including social-media analysis, clinical conversational agents, therapy support, and psychoeducation. It also covers multimodal diagnosis, prompt engineering, interpretability, and the ethical and regulatory safeguards needed for responsible deployment.
Chinese technology companies are building large AI data center complexes in rural provinces to use surplus land and energy. Huawei and Tencent are reportedly developing infrastructure in Guizhou under China's “Eastern Data, Western Computing” strategy.
Rillet has raised $100 million in a Series C at a $1 billion valuation. The startup is building an AI-centered corporate accounting platform that places AI agents inside the general ledger.
Incogni researchers evaluated 13 AI platforms to assess the privacy risks associated with each service. The analysis suggests that larger platforms generally present greater privacy risks, with one notable exception.
Seasonic has launched the Prime Enterprise RX-1600, described as the world's first 80 Plus Ruby-certified 115V ATX power supply. The 1600W unit reaches up to 95.4% efficiency, with efficiency of up to 95% between 20% and 50% load.
Smart bed prices are falling sharply, with many online products now priced at RMB 3,000–4,000 and flagship sets below RMB 10,000. Falling component costs, domestic supply chains, stronger demand, and simplified product configurations are accelerating adoption, while inaccurate sensing and weak adaptive functions remain key concerns.