South African businesses are increasingly using AI tools for research, content, contracts and customer service. Several professionals internationally, including lawyers, have already been caught submitting AI-generated documents containing fabricated citations. The practical lesson: AI output is a useful draft or starting point, but numbers, legal references and factual claims should always be independently verified before being relied on or published.
Frequently Asked Questions
Why do AI tools "hallucinate" instead of just saying they don't know?
Most language models are built to generate the most statistically likely continuation of text, not to check whether a fact is true, so they can produce confident-sounding fabrications.
Which types of AI output carry the highest hallucination risk?
Specific facts, statistics, legal citations, dates, and quotes are the highest-risk categories — general explanations of well-known concepts are usually more reliable.
How can a business reduce the risk of publishing AI-generated errors?
By treating AI-generated facts as claims to verify against a primary source, rather than as already-checked information, before it goes into any client-facing document.