Intelligent robots are now being used for reagent handling, pipetting, and sample transfer in biological labs [12, 14]. 4. Critical Risk Factors
: The industry is shifting from lab-based AI to "Agentic AI"—systems capable of reasoning, adapting, and operating in dynamic, unstructured environments [23, 31].
: High-severity vulnerabilities like CVE-2025-8088 (a path traversal issue in software like WinRAR) have been exploited by threat actors to compromise production environments [17].
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