How these lessons are made

AI-assisted writing and review

Lessons and translations were drafted and reviewed with OpenAI Codex. These checks are AI-assisted; they are not independent human review or native-speaker certification.

A Will Hyland production. Will is the producer; this credit does not identify him as the lesson author or reviewer.

Sources and examples

We prefer official vendor documentation and primary references. Source links explain the methods taught; they do not imply endorsement. Lesson examples are fictional, and each lesson records when its sources were checked.

Keeping content current

Review dates describe recorded source checks, not a guarantee that every linked tool or service is unchanged. Verify important details with the original source before using them.

We aim to review vendor-dependent material every three months and general methods every six months. This is the maintenance schedule, not a claim that a review has already happened.

Corrections

When an error is reported, we check the relevant primary source, correct the affected lesson and translations, and update the recorded modification date when the change is significant.

To report an error, contact support@new2.ai. The support address is published, but inbox reception has not yet been verified.