Superhuman Buys GPTZero: What AI Detection Means for SL Students

Short summary

Superhuman's acquisition of GPTZero consolidates AI detection into writing platforms that also sell AI writing tools—creating a conflict of interest and vendor lock-in problem. AI detectors are unreliable, often falsely flagging non-native English and heavily edited text, yet institutions treat their verdicts as definitive. Students should protect themselves with draft history and use AI as a tutor, while builders should avoid shipping detection features given accuracy limits and ethical risks.

• •Superhuman now owns both the AI writing tool and the detection tool that judges its output—a structural conflict of interest
• •AI detectors misfire on non-native English, heavily edited text, and formulaic writing; institutions trust them anyway
• •Practical advice: keep draft history, disclose AI use when permitted, never pay for 'humanizers,' and question single detector verdicts

Generated with AI, which can make mistakes.