How to use this section
AI already appears in ordinary search, recommendations, security alerts, writing tools, navigation, customer service, finance, and home devices. The useful question is not whether a product uses AI, but whether the specific use improves an outcome without creating disproportionate error, privacy, or accountability problems.
Match review to consequence
A brainstorming draft and a health, credit, employment, or safety decision should not use the same level of trust or oversight.
Protect information first
Convenience does not justify entering confidential records, passwords, authentication codes, or unnecessary personal data into an unapproved service.
Measure the whole task
Include prompting, checking, correction, escalation, and training time when judging productivity. Fast generation can still create slow review.
Keep a human path
Customers, workers, patients, and residents need a practical way to correct errors, reach a person, or use a non-AI alternative.