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Every rack of Nvidia’s GB300 NVL72 now draws up to 142 kW, according to Nvidia’s own enterprise reference architecture documentation, and HPE’s QuickSpecs sheet for the same platform lists a peak electrical design power near 155 kW per rack. Air alone cannot pull that much heat out of a server cabinet anymore. That single fact…
The Trump administration is preparing to pull three senior officials out of a little-known Commerce Department unit and place them directly inside the White House, according to an October 12, 2026 report from The Information. The unit, the Center for Advancing Innovation and Standards for Super Intelligence (CAISSI), is the federal government’s front-line agency for…
Global smartphone shipments fell 20% year over year in the third quarter of 2026, marking the weakest third-quarter performance since 2012, according to preliminary estimates from Counterpoint Research’s Market Monitor service. The decline, reported October 12-13 by outlets including CNET, ChannelNews.com.au, and the Express Tribune, lands squarely on a 14-year low and traces back to…
Honda has locked in a new partner for the home side of its electric vehicle push in Australia. The automaker named Ohme as its exclusive home-charging partner for buyers of the Super-ONE, the compact electric hatchback that starts at $36,900 drive-away, according to The Driven. The move folds a smart charger, installation, and dealer-level support…
Amsterdam, Netherlands, 13th October 2026, CyberNewswire The post G2A.COM Reports 35% Growth in Security Software Orders, Outpacing VPN Growth first appeared on Tech Startups.
Five years after TechStartups first reported on Germany’s futuristic, coffin-like sleeping pods for homeless people, the solar-powered shelters are still helping vulnerable residents survive freezing winter nights. What began as an unusual experiment in the city of Ulm has become […] The post Germany’s Solar Sleeping Pods Are Helping Homeless People Survive Freezing Winter Nights…
Federal agencies got out ahead of industry on cybersecurity.
Long agent traces composed of chains of thought and tool calls accumulate stale content that anchor subsequent generations, and eventually outgrow the context window. Existing scaffolds mitigate it with fixed-interval compaction triggered at a token threshold. Such triggers pay no heed to trajectory structure, risking discard of partial results mid-derivation or mid-search. We propose SELFCOMPACT,…
The increasing demand for GPU-accelerated machine learning inference has exposed limitations in centralized GPU infrastructures, including high cost, limited elasticity, and long wait times under resource constraints. At the same time, modern Apple Silicon–based macOS devices are equipped with powerful GPUs that remain largely idle during normal usage. This paper presents Minions, a dynamic and…
Large Language Models (LLMs) are considered to be a more efficient and cost-effective alternative to human judgment for Machine Translation (MT) evaluation. With MT evaluation spanning a large number of language pairs, domains and levels of annotation granularity, LLMs must be thoroughly evaluated across these dimensions before being reliably used as alternatives to human evaluation.…
