●builderWorth watching because products built on AI detection APIs carry reputational and liability risk if false positive rates aren't disclosed and validated against diverse writing samples.
●policyFalse positive rates from AI detectors are causing measurable harm in academic settings, reinforcing calls for institutional guidelines against using these tools as sole evidence of misconduct.