| Eric | Hogle |
|---|---|
![]() |
Home Research Teaching -- Previous Teaching -- Chatbots Personal Information Pretty Math Pictures |
AI adoption raises homework scores by 18% and reduces completion time by 30%, but lowers monthly exam scores by 20% within six months. High-stakes entrance-exam scores fall by 18 and 24%, with the full penalty emerging only after about two years. The losses are largest in social science subjects, followed by STEM and languages, and are especially large for junior students, high-achieving students, and boys. The learning losses are concentrated among roughly 80% of AI users whose behavior is consistent with homework outsourcing, as indicated by exceptionally short homework completion time coupled with high homework scores. AI users who maintain similar homework completion time as non-AI users experience small learning losses.Employers seem to agree, including in the finance world. A recent piece in the Financial Times interviewed a financier looking for interns among "AI natives" and who found their ideas so "alarmingly shallow" that his company focused on hiring humanity majors instead AI-trained STEM majors.


or 
In 2023, Jane Pinelis, who oversaw testing and evaluation at Maven in the early days, said that the US military needed to increase its risk tolerance if it were going to keep pace on AI. Perfection simply wasn't possible: There could be errors resulting from AI hallucinations, faulty data and the way algorithms tend to lose accuracy over time, a phenomenon known as drift. The only thing that made sense, Pinelis told me later, was to plan for how AI would fail.The only thing?