Articles on ai & integrity from the CodePraxis team.
A company that sells cheating detection published its own numbers: 38.5% of candidates were flagged, and more than 61% of those flagged passed anyway. Meanwhile detectors falsely flag non-native English speakers at several times the rate of native ones, and sixty universities have switched them off. Here is what the evidence says, what we sell and why, and what answers the question detection was always failing to answer.
89% of engineers use AI tools daily. Assessment scores have inflated 34% while job performance stayed flat. Banning AI is unenforceable. Ignoring it is negligent. We make the case for the harder third option: designing assessments where AI usage itself becomes a signal of engineering judgment.