Defend it
The tutor asks why, not just what.
Independent study, with help when the hard part starts
Deeper reasoning, precise feedback and lighter-touch updates for home.
Sixth form and college learning trace
The economics attempt
Argued that higher interest rates always reduce inflation without evaluating time lags or context.
What changes at this stage
Go deeper
Feedback fits essays, calculations and practical work.
Plan realistically
Hard topics shape the week without filling every hour.
Started at a Google hackathon. Won $10,000.
The prototype won in London. We have been building the real learning loop ever since.
