Ai-Forum.org aims to publish accurate, useful information and to address mistakes transparently. This policy explains how we receive reports, assess disputed information, correct editorial content, and handle accuracy concerns in community discussions. It applies to articles, tutorials, comparisons, benchmarks, calculators, and other publisher-produced resources.
Readers, contributors, and product providers may report an error through the contact page. Include the affected URL, identify the statement, instruction, or result in question, and explain the concern. Supporting documentation, a reliable reference, or a reproducible example helps us evaluate the report. Please do not send passwords, API keys, confidential records, or unnecessarily identifying information.
For a technical problem, include relevant software and model versions, operating system, configuration, steps taken, and the difference between the expected and actual result. A procedure failing in one environment does not automatically establish that the original instructions were incorrect, but it may reveal an omitted requirement, compatibility issue, or limitation that readers should know about.
A responsible editor should assess reports against the available evidence. Review may involve consulting original sources, examining testing records, reproducing a problem where practical, or requesting clarification from the reporter or contributor. Reports are evaluated on their merits, regardless of whether they support or challenge a product, sponsor, author, or community consensus.
Potentially harmful errors receive priority. Examples include exposed credentials, instructions that could cause unintended data loss, materially misleading security advice, or incorrect information affecting a significant purchasing or implementation decision. Where necessary, we may temporarily restrict a resource or add a prominent warning while the issue is investigated. An interim notice should distinguish a reported concern from a confirmed finding.
A correction addresses information that was materially wrong or misleading when published. This includes incorrect facts, misquoted sources, calculation errors, unsupported conclusions, inaccurate attribution, or omitted context that changes the meaning of a claim. Substantive corrections should not be disguised as routine maintenance.
A clarification explains wording or context that could reasonably confuse readers without establishing that the original statement was factually wrong. An update adds new information or reflects a later change, such as revised software behavior, pricing, documentation, or licensing. Information becoming outdated after publication does not necessarily mean it was incorrect when first published.
Minor spelling, punctuation, formatting, or broken-link repairs may be made without a public correction note when they do not change meaning. If a small-looking edit alters a command, numerical result, quotation, or conclusion, it should be assessed for its substantive effect rather than treated automatically as a cosmetic change.
Confirmed material errors should be corrected in the affected content and accompanied by a visible, dated note. The note should identify the issue, explain the corrected information, and state whether conclusions or recommendations changed. Where the same error appears in a table, chart, caption, download, or related article under our control, those versions should also be reviewed.
Correction notices must provide useful accountability without unnecessarily repeating harmful material. A notice concerning credentials, private information, defamatory allegations, or dangerous instructions may describe the issue in general terms. Maintaining an editorial record does not require leaving sensitive or harmful content publicly accessible.
For benchmarks and calculators, review the affected inputs, assumptions, formulas, test conditions, and interpretation. If an error changes results, revise associated comparisons and recommendations as appropriate. Distinguish recalculation from a new experiment. A new “last tested” date should be used only when the relevant testing actually occurs.
If a source is corrected, withdrawn, or retracted, assess whether the article’s claims remain supported. A change to a reference may require a correction, an explanatory note, or removal of an unsupported conclusion. Replacing a citation alone is insufficient when the underlying interpretation also needs revision.
Material that cannot be repaired reliably may be withdrawn or replaced. Where practical and appropriate, retain a notice explaining the decision and identifying any replacement. Content may be removed without preserving public access when privacy, safety, legal obligations, or rights violations require a different response.
Community posts are not automatically reviewed editorial material. Members should correct their own significant errors and explain changes that affect an ongoing discussion. Reports about forum content may result in a moderator note, a request for clarification, changes to answer status where supported, restriction, or removal under community rules. Votes or an accepted-answer label do not override credible contrary evidence.
Where an editorial article relied on an incorrect forum contribution, correcting the discussion alone is not enough: the article should be reviewed separately. AI-assisted errors are handled under the same standards as other errors. Responsibility remains with the person publishing or approving the material.
We aim to address substantiated concerns promptly, but review times depend on complexity, evidence, and potential impact. Submission does not guarantee a change. A reporter who disagrees with an outcome may request reconsideration and provide additional evidence. Public acknowledgment of a reporter should respect their preference and privacy.
Read this policy alongside our Editorial Policy and Sources & Citation Policy. Questions about a correction or its handling may be submitted through the contact page.