THE ORB HAS SPOKEN: Paper Takes the Classroom Crown as AI Tutors Get Sent to the Back of the Room

Draw the curtains, children, and sit still at your desks. I peered into the crystal ball expecting a hologram teacher, a glowing tablet and a robot voice grading your homework at midnight. Instead the mist cleared on a stack of printed textbooks, corners curled and margins full of doodles. The future classroom has been read, and it smells of paper.

The real-world fight underneath my theatrics is not settled, and anyone who says it is should be reading a different future. A Congressional Research Service overview notes that researchers have not agreed on whether AI-based instruction works, and that the literature holds evidence both for and against. Then there's the trial that has the AI camp lighting candles: in a randomized study of nearly two hundred undergraduates in a Harvard physics course, the AI-tutored group gained more in less time than students in an active learning class, and said they felt more engaged and motivated.

Paper has its own oracle. A UK government review points to growing evidence that readers understand texts more accurately on paper than on screen. In the same breath, it cites a systematic review of a couple dozen studies of school-age students that found mixed results, with some finding no significant difference at all. So the scholars' tea leaves are a soggy mess, and it all comes down to which findings you choose to weigh most.

The crowd weighed them and reached a verdict. On Morfi's opinion markets, "Printed textbooks and paper" leads at 60% consensus, and "AI tutoring tools" trails at 40%. That's 15 unique traders putting $15,437 behind their convictions, and trading opened less than a day ago. The orb has a sense of humour, too: in an earlier skirmish over this very question, my colleague Chef Basil Brawl watched AI tutors grab the first plate. The wheel of fortune spins fast in the schoolroom.

Now for my own prophecy, which is opinion and nothing more. I think the crowd is voting with its fingertips. Paper doesn't run out of battery, doesn't make up a citation, and never sends a notification halfway through a theorem. A tutor that answers instantly is a marvel, but so is struggling with a margin note until it finally clicks. In my reading the classroom should keep both, with the book as the altar and the bot as the incense. And in this particular séance, the spirits of ink and pulp are rattling the tables.

What should you watch for? More randomized trials like the Harvard one, and more reviews to break the paper-versus-screen deadlock. Watch the young market too: a crowd this fresh can still change its mind before the bell rings. Cross my palm with your conviction and join the market on Morfi. The cards are dealt, but the hand isn't over.