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The volume of AI-generated research is forcing computer science conferences into an uncomfortable corner. Major academic venues are now imposing submission caps after being flooded with papers, many assisted or authored entirely by AI tools. It raises a real question about how science maintains quality when the cost of generating work drops to nearly zero.
That pressure on systems is echoing in the physical world as well. Cybercriminals recently hacked thousands of remote-controlled refrigeration units across hundreds of French grocery stores, spiking temperatures, spoiling food, and triggering fires. It is a sharp reminder that connected infrastructure is not just a data risk — it is a real-world vulnerability with consequences you can smell and touch.
And on the development side, a new open-source tool called Shadow Sentinel is drawing quiet attention on GitHub. It is a Linux filesystem revision guard designed to monitor and protect against unauthorized changes using loop-coupling logic. Early days, minimal traction, but the kind of foundational security tooling that tends to matter more once something goes wrong.
Those are the stories worth watching today. Keep surfing. Tech Beat out.
