Editorial independence
Unless a page explicitly says otherwise, posts reflect the author's own analysis and priorities. Sponsorship, paid placement, or consulting influence should be disclosed where relevant rather than hidden in tone.
Model-assisted writing
Some writing and editing workflows may involve language models. That does not transfer authorship of the ideas, judgment, experiments, or editorial standards.
If model assistance materially shaped a piece or a workflow, it should be treated as a production detail worth stating rather than a secret to hide.
Benchmarks and methodology
Benchmark posts should link methodology, source data, and caveats whenever possible. The goal is not just persuasion. The goal is inspectability.
Financial disclosures
If there is an ownership, investment, employer, or customer relationship that materially changes how a reader should interpret a post, it should be disclosed in or near the article.