Topic: vendor dependency
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AI Model Customization: A New Architectural Imperative
The strategic approach to AI is shifting from isolated, fragile pilots to treating model customization as core, production-ready infrastructure, requiring reproducible and version-controlled workflows. To maintain strategic control and reduce dependency, enterprises must prioritize owning their t...
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Energy Sector Faces OT Cybersecurity Talent Shortage as Retirements Surge
A ransomware attack on a chemical plant caused a weeks-long shutdown and massive financial losses, highlighting that industrial control systems designed for 20-40 year lifespans are highly vulnerable. Recovery plans often fail because backups may not work on live controllers, critical system know...
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