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Samsung is reporting a profit surge of eighteen hundred percent, driven almost entirely by the AI chip boom. Demand for high-end semiconductors is running well ahead of supply, pushing prices up sharply and turning what was a difficult year for the Korean giant into a remarkable financial turnaround. The numbers underscore just how central chipmakers have become to the entire AI buildout.
Shifting to cybersecurity, last week's headlines declared a milestone — the first AI-run ransomware attack. The reality, as new reporting makes clear, is more complicated. Yes, an AI agent handled the technical execution, but a human still selected the target, built the infrastructure, and handed over stolen credentials. Autonomous cybercrime remains a future concern, not quite today's reality — though the direction of travel is unsettling enough on its own.
And finally, a developer has posted a detailed breakdown of what makes real-time voice agents so technically demanding. The piece focuses on latency — specifically the moment when delays become audible to a human ear and the conversation starts to feel broken. It's a grounded, honest look at the gap between a compelling demo and a product that actually works in the wild.
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