Part 1 product system
Tutor contexts for chapters, lessons, forms, questions, flashcards, and case studies.
Status: Framework. This page defines the product architecture and quality-control rules. It should not be marketed as a finished system until the connected reviewed content exists.
Last reviewed: June 5, 2026. Tax law through: December 31, 2025.
The AI tutor must explain approved course material, support exam study, and avoid personal tax advice. Generated questions are drafts until reviewed.
Explains a chapter using the approved chapter specification and IRS source map.
Explains a lesson, generates examples, and checks whether the student understands the rule.
Walks through IRS forms at an exam-study level without giving personal tax advice.
Explains why an answer is correct or incorrect and creates reviewed-draft practice.
Builds spaced-repetition prompts from approved terms, rules, exceptions, and forms.
Guides students through basic, intermediate, advanced, and EA simulation cases.
Published content must have source notes, review status, last reviewed date, tax-law applicability, and clear student-facing labels. Questions and explanations must pass review before becoming official study-bank content.