How is this different from Coursera, Udemy, or a YouTube playlist?
Those are content libraries — they sell you a course someone else built for an imaginary average student. Reading List builds the course from scratch around your declared goal and your current level, then cuts the parts you already know. Most students finish; on the open platforms, fewer than 5% do. We trade scale for fit.
Is this just an LLM that writes lesson plans?
It uses LLMs to draft the syllabus, retrieve named readings, and grade evaluations against rubrics — but the rubric, the readings, and the grading scheme were built by educators we work with. The LLM is a tool we hold, not the product. The product is the syllabus, the drip, and the evaluation loop.
What happens if the AI sends me a wrong or hallucinated reading?
Every named reading is verified against an open citation database before it leaves our hands. If a citation is unreachable, the syllabus marks it as 'tutor to verify' and we replace it before drip. We do not ship phantom readings — that's the single thing self-directed learners cannot tolerate, and we know it.
Why crypto checkout instead of a card?
It is the cleanest cross-border rail and it avoids 3-5% card-processing fees on the markets we serve, including Latin America, Eastern Europe, South Asia, and Africa. We invoice in USDT or USDC by default through NOWPayments. If you'd rather pay by Wise or Payoneer, write to tutor@ and we'll hand-wire it.
What languages can the syllabus be delivered in?
English by default. Spanish, Portuguese, Russian, Polish, and Indonesian are in production today. Other languages on request — we'd rather refuse a course than ship one in a language we can't grade properly. Tell us at intake; we'll say yes or no within a day.
Can I cancel? Can I pause? Can I get my work out?
Yes, yes, and yes. Cancel from your account any time — we don't put up dark patterns. Pause the drip from any module. Export your library as a folder of Markdown files plus PDFs of your evaluations whenever you like. The course is yours, the learning is yours. We hold the schedule.