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#ai-accuracy

How to Reduce Hallucinations Without Pretending They Disappear
Using AI in a Small Business

How to Reduce Hallucinations Without Pretending They Disappear

You cannot eliminate hallucinations, but you can design work so they are less likely and easier to catch: provide sources, restrict the task, surface assumptions and verify.

25 Jun 2026 · 5 min read
Hallucinations Are Not Rare Enough to Ignore
Using AI in a Small Business

Hallucinations Are Not Rare Enough to Ignore

AI can sound confident while being wrong. False confidence is the central reason businesses need review rules — fluency is not the same as evidence.

24 Jun 2026 · 5 min read