Lie detection technology is going mainstream.ClearSpeed is such an accuracy and ease of use improvement to polygraphs that various government LEO and military are starting to notice. In 2027 (edit: maybe more like 2029) it will be common knowledge that you can no longer lie to the police, and you should prepare for this eventuality if you haven't.
That's not really the kind of usage I was thinking of; I was thinking of screening out low-honesty candidates from a pool who already qualified to join a high-trust system (which currently do not exist for any high-stakes matter). Large amounts of sensor (particularly from people lying and telling the truth during different kinds of interviews) will probably be necessary, but will need to focus on specific indicators of lying e.g. discomfort or heart rate changes or activity in certain parts of the brain, and extremely low false positive and false negative rages probably won't be feasible.
Also, hopefully people would naturally set up multiple different tests for redundancy, each of which would have to be goodharted separately, and each false positive (case of a uniquely bad person being revealed as bad after passing the screening) would be added to the training data. Periodically re-testing people for the concealed emergence of low-trust tendencies would further facilitate this. Sadly, whenever a person slips through the cracks and lies and discovers they got away with it, they will know that they got away with it and continue doing it.
7Adele Lopez
I would bet that the hesitation caused by doing the mental reframe would be picked up by this.