A K-12 career study says educators shape more than tone and content. They also decide what the AI concludes about a student, what it remembers, who can see that record, and how it guides later advice.
A new analysis says women may face greater workplace risk when AI automates their tasks and access to new training is uneven. Exposure alone does not decide the outcome; job design and support do.
In a controlled programming study, students with ChatGPT performed better during the task but retained less and felt less ownership afterward. Finishing faster was not the same as learning more.
A new paper warns that AI-written peer reviews can enter training data and shape the next AI reviewer. Clear source labels and checks against human judgment may help stop the feedback loop.
A new proposal says the interpretation that makes a paper useful should become a lasting research record. Today, the paper can be cited while the work of explaining and connecting it often disappears.
No publishable stories from this lens today.