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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.

Greg Brockman Quietly Takes Control of OpenAI

Greg Brockman Quietly Takes Control of OpenAI

Amid lawsuits, executive departures, and preparations for an IPO, Greg Brockman has emerged as an increasingly powerful figure at OpenAI. The article analyzes how the co-founder and current president has consolidated influence over the company’s engineering and strategic direction.

The VergeMedia11h ago#leadership#ipo#ai-industry
Tencent Gray-Tests Flagship Hunyuan Hy4

Tencent Gray-Tests Flagship Hunyuan Hy4

Tencent's Hunyuan Hy4 has reportedly appeared in the model selection list of the Yuanbao app under an expert-level label and with tool-use capabilities. It is positioned above Hy3 and alongside DeepSeek, following Tencent's recent statement that a larger-parameter Hy4 would launch soon with improved performance and multimodal abilities.

Reddit r/LocalLLaMACommunity15h ago#model-testing#tool-use#multimodal
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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