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Oracle’s Billion-Dollar AI Gamble

Oracle’s Billion-Dollar AI Gamble

Oracle 創辦人 Larry Ellison 正把公司從高利潤軟體企業,轉型為重資產 AI 基礎設施供應商,押注 OpenAI 等客戶對 GPU 與資料中心算力的長期需求。文章分析,Oracle 已大幅增加資本支出、借款與長期租賃承諾,雖然雲基礎設施收入快速成長,但也面臨現金流、信用評級與客戶合約履行風險。

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Cybersecurity Must Protect Physical Reality

As industrial systems, infrastructure, robots, and AI agents gain the ability to change physical conditions, cybersecurity must protect actions and outcomes—not only data and access. The article argues that future defenses need to evaluate whether an authorized action is appropriate for the current environment, state, and safety boundaries.

Build Agents Where Data Lives

Build Agents Where Data Lives

AWS presents its portfolio of vector search capabilities embedded in existing databases and storage services, eliminating the need for a standalone vector database or data migration. The post compares six purpose-built services and provides a framework for selecting the right vector engine.

AWS Machine Learning BlogOfficial11h ago#vector-search#rag#databases
AI Data Centers Trigger BBU Cell Rush

AI Data Centers Trigger BBU Cell Rush

Rising AI server power density is turning cabinet-level Battery Backup Units from an optional component into a required part of data-center power architecture. Global BBU cell shipments reportedly reached about 276 million units in the first half of 2026, intensifying shortages and competition among Asian battery suppliers.

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