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AI Basics

What AI can (and can’t) do for a business, explained without the hype.

What an "AI agent" actually is (and isn't)
A plain-English explanation of AI agents — what they can do for a business today, and where the marketing gets ahead of reality.
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LLMs in plain English for business owners
What a large language model actually is, what it's reliably good at, and the two failure modes every buyer should understand.
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Automate, delegate, or hire? A decision guide
A practical framework for deciding whether a task belongs with software, a person on your team, or a new hire.
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Why your AI can't cite its sources (and how retrieval should chunk)
The reason AI answers over your own documents can't be cited isn't the model — it's how the documents were chunked. What section-aware chunking is, and how to tell if your retrieval is trustworthy.
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