Sealed on Base.

{"canonicalPath":"/v/ai-detectors-can-reliably-prove-1n9rz","receipt":{"challengePrompt":"To overturn this result, bring independent validation showing AI detectors can reliably prove individual student AI use with low false-positive risk.","claim":"AI detectors can reliably prove that a student used AI.","confidence":"High","createdAt":"2026-06-19T15:51:16.308Z","kicker":"AI detectors are signals, not proof.","paidAt":"2026-06-19T15:51:16.327Z","reasons":[{"body":"AI detectors can generate a probability or warning signal about text.","stance":"context","title":"The tools can flag patterns"},{"body":"University guidance warns that detectors are not reliable enough to serve as sole evidence.","stance":"weakens","title":"Proof is too strong"},{"body":"Research and teaching guidance emphasize false accusations and bias risks, especially for some writers.","stance":"context","title":"False positives matter"}],"score":32,"shareLine":"FactPage check: TWISTED. AI detectors may flag text, but they cannot reliably prove student AI use by themselves.","slug":"ai-detectors-can-reliably-prove-1n9rz","sources":[{"imageUrl":"https://mitsloanedtech.mit.edu/wp-content/uploads/2023/08/Blog_SynergizingBusinessCommunications_MelissaWebster-1024x654.png","publisher":"MIT Sloan Teaching & Learning Technologies","title":"AI Detectors Don't Work","url":"https://mitsloanedtech.mit.edu/ai/teach/ai-detectors-dont-work/","usedFor":"University teaching guidance on detector limits."},{"imageUrl":null,"publisher":"Vanderbilt University","title":"Guidance on AI Detection","url":"https://www.vanderbilt.edu/brightspace/2023/08/16/guidance-on-ai-detection-and-why-were-disabling-turnitins-ai-detector/","usedFor":"Institutional policy example on AI detector reliability."},{"imageUrl":null,"publisher":"Stanford HAI","title":"AI Detectors Biased Against Non-Native English Writers","url":"https://hai.stanford.edu/news/ai-detectors-biased-against-non-native-english-writers","usedFor":"Research context for bias and false positives."}],"summary":"AI detection tools can produce clues, but education and research sources warn that they have false positives, false negatives, and bias risks. They cannot reliably prove a student used AI on their own.","vaultCategory":"Tech","verdict":"MISLEADING"},"type":"factpage.receipt","version":"fp-receipt-v1"}