One in the morning, a proof due Thursday, and the real choice is between a model that answers now and an office hour on Wednesday afternoon shared with eleven other people. That is a calculation about whether the human is worth the wait, and dishonesty barely enters it.
That is the decision the MIT report actually documents, and it is worth grading its evidence before borrowing its conclusions. Two of the three declines it names are presented as observed; the third, on study groups in dorms and libraries, the committee itself labels anecdotal [5][2]. One in three resting on hearsay is more disclosure than most vendor case studies offer.
Teams building education and training products describe a discussion requirement as the place where a cohort learns from each other. In the logs, though, it usually functions as the cheapest available evidence that somebody did the reading. The artifact was doing two jobs, teaching and measuring, and once a model produces it credibly on demand [2] the measuring job fails first. The interaction built to feed that measurement then has nothing left to offer the student who skips it.
A fall in posts mostly reflects motive, not learning. The interactions students dropped are the ones a gradebook required rather than the ones they sought out, and that distinction is the entire product question.
The Next Web reads the institutional response as supervision, on the logic that if you cannot trust the work you watch the person doing it [12]. Chicago's law school has already banned phones and laptops in first-year classes, and Princeton has dropped an honour code more than a century old [7][8]. For anyone shipping into Europe, the watching is the regulated act, and the calendar is lopsided: between February 2025 and 2 December 2027 there are 34 months in which scoring a student's face is prohibited outright while the compliance paperwork for merely monitoring them is not yet due [1].
So, the two-by-two for Monday's roadmap review. First axis: can a model credibly produce the artifact this interaction generates? Second: does the user turn up because they want the answer, or because a completion bar makes them? Wanted and model-proof is your product. Wanted and model-replaceable survives on the user's terms rather than yours. Required and model-replaceable is the quadrant MIT is watching empty out, and it holds most discussion minimums and most reflection posts. Required and model-proof means supervision, a genuine option with a price: staff hours, and in Europe a regulated deployment with a date attached [9][10].
The question that sorts them is what the user loses by skipping the interaction you count. When skipping costs nothing but a row in a report, the report was the customer.</body_markdown> </invoke>
