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Key concepts: AI in HR

Know these before you put a bot to work in HR. They are why the techniques and prompts are built the way they are.

EEOC and Title VII

Employers can be liable for discriminatory outcomes from AI tools used in hiring.

ADA

Selection tools must not screen out people with disabilities who can do the job with reasonable accommodation.

Adverse impact

Monitor selection rates across groups (the four-fifths rule is a common first check).

Employee privacy

Personnel files and medical information need strict handling.

How chatbots fail

Language models predict likely text. They can produce fluent, confident answers that are wrong, out of date, or that cite sources that do not exist. They also repeat errors in what you paste in. Ask for sources, ask the bot to mark uncertainty, and check everything that matters.

Accuracy and ethics, every time

Official sources for this section

Links checked Oct 30, 2026. Rules differ by state and country; follow your licensing body and employer policy.

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