約 4 分
How AI text detectors actually work
Detectors do not recognise AI writing. They measure two statistical properties of text and infer from them — which explains both what they catch and what they miss.
読む →AI 文章判定について
どう動き、どこで崩れ、誤って判定されたときに何をすべきか。
約 4 分
Who gets falsely flagged by AI detectors, and why
The error rate is not spread evenly across writers. It concentrates on specific groups for reasons that follow directly from how detection works.
読む →約 4 分
Reading a confidence score without over-reading it
Two numbers, two different questions. Most tools give you only the first, which is how a 55% ends up being treated as a finding.
読む →約 3 分
Using AI in academic writing without getting it wrong
Most policies are vague, and the vagueness is the problem. Here is a defensible way to work while the rules settle.
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