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Corrections Policy

Accuracy matters more than preserving a polished appearance. Readers can submit a correction through the contact form and choose “Correction request.”

How corrections work

  1. We identify the exact claim and supporting evidence.
  2. We recheck the primary source, dataset, prompt, output, and calculation where relevant.
  3. We correct a confirmed material error promptly.
  4. The article records what changed and a truthful timestamp.
  5. A correction that changes the conclusion triggers a fresh evidence and editorial review.

Minor spelling or formatting fixes may be made without a separate correction note when they do not alter meaning. We do not silently rewrite a result, date, limitation, or source.