Editorial standards and corrections

Paper claims, teaching simplifications, locally tested examples and unverified hypotheses must be distinguished. A preprint is not described as an accepted conference paper without independent confirmation.

Dates and sources

Post publication and substantive update dates describe Token Lab content. Paper dates and versions refer to the original research. Metadata-only repairs do not refresh substantive article dates. Historical dates are preserved from existing article records; they are not independently reconstructed publication logs.

Review process

Check tensor shapes, symbols, units, source attribution and executable reference examples. Automated checks cannot establish that every scientific statement is correct. Limitations and unresolved evidence should remain visible.

Translations

Navigation is available in five languages. Technical content may remain in English. Incomplete translations are marked and excluded from search indexing until reviewed.

Corrections

A public correction-submission endpoint is not yet available. When reporting an issue through the channel where you found Token Lab, include the page URL, section, incorrect statement, supporting source and expected correction. Do not include private experimental inputs.

Interview exercises

Original practice questions are educational simulations, not verified company interview questions unless an explicit source and qualification is provided.