Attention Check
A questionnaire item designed to verify whether respondents are answering carefully, for example by requiring selection of a specific option. AI can learn such patterns from training data, rendering the check ineffective.
Timeline (last 90 days)
AI agents can write fluent open-ended answers and even pass simple attention checks, rendering traditional bot detection methods (such as garbled text, repeated answers, and fast completion) ineffective.
Knowledge-check questions targeting a niche audience (questions only members of that group can answer) are more effective at distinguishing real people from AI than generic attention checks.
All Facts (2)
AI agents can write fluent open-ended answers and even pass simple attention checks, rendering traditional bot detection methods (such as garbled text, repeated answers, and fast completion) ineffective.
50%UnverifiedKnowledge-check questions targeting a niche audience (questions only members of that group can answer) are more effective at distinguishing real people from AI than generic attention checks.
50%