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Practical notes on AI that has to earn its keep.

Field notes from Skillion AI Labs on practical AI, operating leverage, and venture building.

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Tuesday, June 30, 2026 / 6 min read

What Is Retrieval Augmented Generation (RAG)? A Practical Guide for Growing Businesses

Learn how Retrieval Augmented Generation (RAG) enables AI to answer questions using your company's own documents, improving productivity, accuracy, and decision-making for SMBs.

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Tuesday, June 30, 2026 / 5 min read

Why Retrieval Augmented Generation (RAG) Still Hallucinates—And How to Prevent It

Retrieval Augmented Generation (RAG) dramatically improves AI accuracy by grounding responses in your business data—but it doesn't completely eliminate AI hallucinations. Learn why RAG systems still make mistakes and how SMBs can implement guardrails that deliver reliable business outcomes.

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