On Judgment
A newsletter from founder Thomas Tornatore on students, AI, and judgment: what it is, what erodes it, and what a parent, teacher, or school can actually do about it. Published on LinkedIn, roughly weekly. Every issue is listed below in order.
Judgment Displacement: The Risk We Keep Missing
The launch essay: the risk is not how much students use AI, but whether it takes the seat where their judgment was meant to be.
Read →The Two Jobs You Keep
Almost everything can be handed to the tool. Two things cannot: the moment of deciding, and the habit of checking.
Read →Your AI Policy Sets the Rules. It Does Not Build the Judgment.
An acceptable-use policy sets the rules of the room. It cannot build the judgment a student carries when no one is watching.
Read →The Dinner-Table Question
You usually cannot tell whether AI did your student's thinking by looking at the work. You can almost always tell by asking one question.
Read →What the Research Actually Says About AI and Student Thinking
A plain-language summary of the evidence behind judgment displacement: cognitive offloading, and what it means for a classroom.
Read →Cognitive Drift: The Failure You Only See Looking Back
Judgment displacement is a moment. Cognitive drift is the slow, mostly unnoticed loss those moments add up to.
Read →You Cannot Check Everything
Asking a student to verify every AI answer hands them an impossible job. What has to survive is the trigger that says which answer deserves one.
Read →The Hours Were Never the Problem
A screen time limit is a verdict on a kid's behavior. It never asks what the product was built to do to the child while it had them.
Read →An Answer Is Not Understanding
A correct answer used to require the understanding underneath it. AI broke that link. What to ask for instead of the answer on top.
Read →What the Agreement Actually Says
Three AI study tools, read from their own public agreements. Who operates the app, where the promises stop, and what happens to the work your child puts in.
Read →The Pause Is the Easy Part
New York paused student AI for 600,000 children and required ninety minutes of AI literacy. A pause decides access, and access was never the same question as judgment.
Read →Start with the concept: Judgment Displacement · The Five Principles · All insights