A learning system
you can inspect.
An automated check records what it actually observed. Missing evidence stays unknown. A technical pass never means government approval.
Source-led learning
Lessons link to primary educational references. Current case studies reuse only the existing newsroom’s reviewed, unexpired outputs, preserving source links, original dates and limitations. Synthetic price exercises remain clearly labelled.
Controlled evolution
News cases refresh with the reviewed newsroom feed. Optional, aggregated learning outcomes can propose improvements. New curriculum versions require evidence, assessment tests and independent review before release. The system cannot grant itself new permissions.
Your data, deliberately limited
We store a name, email, self-declared adult status, learning preferences and essential progress. We do not request government ID, broker access or financial balances. Optional analytics are off by default. No psychological or wealth profiling, targeted pricing or profit leaderboards.
Honest qualifications
Translation review, academic review, legal-operator verification and paid-enrollment terms are separate gates. Completion is private and unproctored. No affiliation with a business school, regulator, Apple or American Express is claimed.
Current system fact sheet
Generated at request time. Public output excludes names, emails, individual results and tutor questions.
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Learning data retention
Sessions expire after 24 hours. Optional learning events are deleted on opt-out and trimmed to 90 days by maintenance. Certified students are automatically removed from the registry after 30 days without account activity, measured no earlier than certificate issuance. Their profile, sessions, progress and optional analytics are deleted. In-progress students remain. Only an anonymous certificate identifier, version and issuance/revocation dates remain for verification. Export and immediate deletion are also available in the account. Aggregate learning summaries exclude individual records and require at least 10 contributing learners.
Model transparency
The course guide retrieves the curriculum without an AI model. If a generative model is connected, the interface explicitly offers it. The selected question and lesson excerpt are then processed by the configured model provider; names, email, progress records and payment data are not included. Do not enter private financial information. Generated answers may be wrong; inspect the linked source.
Open-source foundation
The chart uses TradingView Lightweight Charts under Apache-2.0, with its required attribution. Research also considered Motion, XState, LlamaIndex, H5P and Open edX. They are documented candidates, not claims of installed capabilities.