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Arm moves into the heart of the cloud stack
Arm-based processors are becoming a fundamental part of modern cloud infrastructure, moving beyond being a mere option. Major hyperscalers like AWS, Google Cloud, and Microsoft Azure are deploying Arm silicon to meet growing demands for performance while controlling power consumption and cost. This shift is enabling significant efficiency gains, with some companies reporting substantial cost savings and performance improvements by adopting heterogeneous cloud environments.
HPE skyrockets 30% on biggest earnings beat since 2018
Hewlett Packard Enterprise shares skyrocketed 30% on Monday after the tech company posted blockbuster second-quarter results that blew away estimates. Here's how the company did compared to LSEG estimates: - Earnings per share: 79 cents adj. vs. 53 cents expected - Revenue: $10.68 billion vs. $9.79 billion expected It was the company's biggest EPS beat since February 2018.
AgentTrust: A Self-Improving Trust Layer for AI-Agent Actions
arXiv:2606.08539v1 Announce Type: new Abstract: AI agents increasingly take consequential actions -- shell commands, cloud operations, and arbitrary tool-calls -- so a trust layer must decide, per action, whether to allow, warn, block, or escalate. We argue that the right way to reason about such a layer is by threat type. Lexical (fixed-signature) threats, where danger lives in a stable token, are decidable by deterministic rules; semantic (intent-dependent) threats, where a benign and a...
Benchmarking Local LLMs for Natural-Language-to-SQL Querying in Biopharmaceutical Manufacturing: An Empirical Benchmark on Consumer-Grade Hardware
arXiv:2606.01338v1 Announce Type: new Abstract: Biopharmaceutical manufacturing organizations operate under regulatory frameworks such as FDA guidance, EU Good Manufacturing Practice (GMP), and the EU AI Act, which can restrict the use of cloud-based artificial intelligence systems. Locally deployed large language models (LLMs) offer a privacy-preserving alternative, but their suitability for pharmaceutical manufacturing tasks remains underexplored. This study evaluates four open-source LLMs...
AI could consume up 3% of world's electricity the UN warns
AI could consume up 3% of world's electricity the UN warns AI could soon use more water than we need to drink, UN report finds. One argument often used to quell concerns about the rising energy and resource demand of data centers is that artificial intelligence (AI) models will need less in the future as they improve and become more efficient. But this seemingly logical thinking is a trap, according to a new United Nations report that quantifies the environmental costs of AI.
It's do or die for Apple AI
Apple’s revamped artificial intelligence stack and a revamped Siri were front and center at Monday’s WWDC keynote, making it clear that, this time around, it’s do or die for Apple AI. The keynote itself and the announcements that followed were all about Siri and Apple Intelligence, with platform improvements and child safety updates a blip in the hour-long broadcast. Given the relentless industry hype around AI and Apple's missteps there so far, no one should be surprised.
Brussels' datacenter efficiency scorecard may come with a credit warning
The European Union's proposed environmental rating system for datacenters could could carry significant credit implications for facility operators and their lenders when they are finally implemented. The European Commission published draft regulations in March proposing an A-to-G rating scale for datacenters based on energy and water efficiency. The system is intended to drive greater sustainability in an industry forecast to expand sharply over the next decade, fuelled by surging demand for...
Nvidia's new PC chips represent CEO Huang's bid to win at every layer of AI stack
As important as Nvidia has become to the tech industry, its entire run-up in recent years has been tied to the data center. Now the chipmaker is going after the PC market, and Wall Street is recognizing the threat it poses. During a keynote address at Taiwan's Computex conference on Monday, Nvidia CEO Jensen Huang said his company, along with Microsoft, is going to "reinvent the PC."
Apollo, Blackstone back Anthropic's $35 billion capacity expansion in new Broadcom tie-up
Apollo, Blackstone back Anthropic's $35 billion capacity expansion in new Broadcom tie-up June 9 : Apollo and Blackstone are financing a $35 billion expansion of AI computing capacity for Anthropic using Broadcom's custom chips and networking solutions as part of a tie-up between the asset managers and the chipmaker. The initial commitment will expand the Claude Code creator's AI computing capacity by one gigawatt, the companies said on Tuesday. One gigawatt is enough to power about 750,000...
HPE surges 25% after blowout earnings, pacing for its best day ever
Shares of Hewlett Packard Enterprise surged 25% Tuesday, pacing for its biggest daily gain ever as the company posted its biggest earnings beat since 2018. The stock is looking to set a new intraday all-time high. Artificial intelligence-related demand in its server unit blew away analysts' expectations for second-quarter earnings.