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 →Start with the concept: Judgment Displacement · The Five Principles · All insights