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Educational and reference use only. A teaching case study for the
aiskilldojo AI curriculum — it exists to demonstrate a sealed, source-cited knowledge
pipeline with an optional AI layer, not to help you make decisions.
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Consult a licensed professional — your own CPA, tax attorney, or
qualified advisor — about any subject this tool touches, before acting on anything.
It can be incomplete or wrong. Figures come from a fixed, dated research
snapshot. Some positions are labelled UNSETTLED or UNKNOWN and are never resolved for you.
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Unanswered questions are recorded. To improve coverage, a question this
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timestamp, and no account identity — and reviewed to plan future reference entries. Do not
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US federal rules + California overlay · answers drawn only from a SHA-256
sealed, source-cited module · optional AI assistant on your own key ·
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⚠️ Reference only — not advice. Educational teaching case study.
Not tax, legal, financial, investment, or benefits advice; not advice or consulting of any type;
not a commercial service. AI-generated text is clearly labeled and is not authoritative.
Consult a licensed CPA or tax attorney about anything you read here.
Full disclaimer ↓
AI assistant — optional, bring your own OpenRouter key
Without a key this page still works — the sealed module answers directly
(free). With a key, questions the exact-match router misses are semantically routed by the
model, and you get a short AI explanation of the sealed entries. Trial users: the instructor
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