u/WillingnessCold6004

Someone told me that people who read widely tend to internalize varied sentence structures and vocabulary patterns that can actually mirror what detectors look for in ai text. So being well read might work against you in detection. That's an almost comically bad outcome.

At what point does a detection score alone become sufficient grounds to fail a student. Because at several institutions it seems like that threshold has already been crossed quietly. A number from a black box tool should not be the sole basis for an academic consequence.

Found an old letter my grandfather wrote in the 1960s and typed it up digitally. Ran it through a detector out of curiosity and it flagged it as likely ai. A man who never touched a computer, flagged for writing like a machine.

We're years into the ai writing conversation and detection tools are still wildly unreliable. You'd expect some meaningful progress by now. Instead we're dealing with the same inconsistency problems from day one.