Glossary
The AI Admissions Glossary
The words for writing college essays in the age of AI detection.
As AI detection became a standard part of admissions, students kept describing experiences that didn't exist a few years ago — but had no words for. These are the words. GradPilot coined this vocabulary — starting with flagxiety and dumbcrafting in March 2026 — to name them.
How these terms connect
Flagbait in your essay triggers flagxiety — the fear of being flagged. That fear pushes students toward dumbcrafting: sabotaging their own writing to seem “less AI.” The better path is to understand the landscape, check your work, and submit with confidence.
flagxiety
flag-ZY-uh-tee · noun
The anxiety a student feels about their writing being flagged by AI detection tools — whether they used AI or not.
“I have so much flagxiety about my Common App essay I rewrote it four times.”
flagbait
FLAG-bayt · noun
Writing that unintentionally trips AI detectors — phrases, patterns, or structures that “look like AI” even when a human wrote every word.
“‘Furthermore, it is worth noting’ is peak flagbait.”
dumbcrafting
DUM-kraf-ting · noun, verb
Deliberately writing below your ability to avoid triggering AI detectors — sabotaging your own essay out of fear.
“I caught myself dumbcrafting — I deleted my best paragraph because it sounded ‘too polished.’”
The cure for flagxiety is information
Check your essay for flagbait and see your AI-detection risk before you submit — so you never have to dumbcraft.
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