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AI Budgets Surge, ROI Elusive

AI Budgets Surge, ROI Elusive

Enterprise generative AI spending has surged year-over-year, but most organizations struggle to demonstrate sustained ROI. Legacy budgeting models fail to capture AI's unique economics like consumption-based costs and indirect benefits. Analysts advocate shifting IT finance from cost control to strategic value co-creation.

ComputerworldMediaMar 30#ai-budgets#roi-challenges#it-finance
China Leads Global AI Patent Applications

China Leads Global AI Patent Applications

China continues to lead global patent applications, with AI and other core technology areas highlighted as key strengths. Global patent filings reached 3.72 million in 2024, more than double the 1.7 million recorded in 2005, while Japan’s share declined from 25% to 8%.

cnBeta (Full RSS)Media26m ago#patent-landscape
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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.