Bring a question. Learn what to do next.

Eight units covering questions, methods, AI verification, group fit and applications, with teaching, advanced cases, practice and portable AI tutoring.

Advanced methods and scholar courses · Plan directions and resume learning

Turn an interest into a research direction

I have an interest but cannot yet choose a worthwhile, feasible question.

Leave with a question card: a bounded question, competing explanations, available evidence and a minimal test.02

Read papers with AI and build checkable evidence

I have read abstracts and AI summaries but cannot explain what the paper supports.

Leave with a claim–evidence–limitation table and a synthesis of disagreement.03

Stress-test a research design with AI

I have a question but cannot yet choose a method or validation strategy.

Leave with a design and failure audit covering targets, comparisons, measures, assumptions, simulations and reproduction.04

Analyze, check models and reproduce results

AI writes code, but I cannot judge the results or interpretation.

A runnable analysis bundle, diagnostic plots and bounded interpretation.05

Improve a research argument and its next step with AI

I have notes and results, but my writing feels assembled rather than argued.

Leave with an argument map, revision log and a portable tutor handoff.06

Evaluate supervisor and group fit

Rankings and posts do not tell me how to evaluate a group.

A group evidence table and questions to verify fit.07

Contact supervisors and prepare a defensible application

Outreach is unanswered, or a polite reply leaves me unsure what follows.

An evidence-based email, material checklist and status log.08

Compare funding routes and research conditions

Self-funding, awards, transfer and research-life claims are hard to compare.

A year-specific costs-and-conditions table and supervision discussion plan.

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