NLP, LLMs, and SLMs - The Architecture Behind Modern Language AI
From: Foundations of AI & Cybersecurity - Lesson 3: Module/Chapter 1.1.3 Language-Focused AI Systems (NLP Models)
Most teams treat language AI like it’s just another productivity tool.
But once it touches real work, it becomes a system that processes and produces sensitive information at scale.
Most teams don’t struggle because they lack tools.
They struggle because they lack safeguards around how language models handle data.
Today’s visual shows where this usually breaks down:
NLP, LLMs, and SLMs - The Architecture Behind Modern Language AI
This matters because language-focused AI systems can unintentionally expose sensitive data unless logging, redaction, validation, and monitoring are built in from the start.
If you’re responsible for AI, security, projects, or technology decisions, this is one of the first things to clarify.
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James Dutcher
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NLP, LLMs, and SLMs - The Architecture Behind Modern Language AI
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