"First it needs to be instructed to lie" would be better language to use for those not intimately familiar with ML and who might anthropomorphize "incentive".

"First it needs to be instructed to lie" would be better language to use for those not intimately familiar with ML and who might anthropomorphize "incentive". I dare not get into a discussion about the word "lie" here. I have a weekend I want to enjoy.