Cognitive Offloading

Help is not always helpful. Anyone who has managed a junior analyst, tutored a student, reviewed code, or trained a new employee knows the difference between solving a problem for someone and helping them become the kind of person who can solve the next one. The first option is faster. It feels generous. It clears the queue. It also quietly teaches the recipient a useful but dangerous lesson: difficult work should disappear as soon as help is available. ...

Work gets finished. The deck is sharper, the spreadsheet less embarrassing, the email sounds as though it passed through an adult, and the analyst who was supposed to spend three hours wrestling with a problem now appears serenely productive after forty minutes with ChatGPT. This is the managerial dream version of AI: not replacing people, merely making them better. A polite fiction, but a useful one. ...

TL;DR for operators ChatGPT did not fail the writing task in this study. The humans did something more interesting: when allowed to use it, they reported doing less of the mentally expensive work. The paper randomly assigned 40 participants to write a short argumentative essay either with ChatGPT 3.5 or without assistance. After the task, participants completed a four-item cognitive engagement scale covering deep understanding, effortful thinking, sustained attention, and exploration of alternative approaches. The ChatGPT group scored lower: 2.95 versus 4.19 on a five-point scale, with a statistically significant group effect. ...