Creation, transfer & long horizon

Learning that only works inside tonight’s conversation has not transferred yet.

Draft and critique in loops. Invent a constraint that actually binds. Carry an idea into a new context and see what breaks.

This family is for essays, design briefs, long projects, and the moment after “I kind of get it” when you still cannot make anything.

Creative extension

Take something you've just learned and apply it somewhere nobody asked you to, which is the cheapest available test of whether you understood it.

Learning impact Strong change Learning evidence Credible with caveats When to use this While you practise How often Worth repeating often

Cross-domain transfer

Borrow a working framework from a field you know into one you're working in, and tell whether the import is doing real work or just sounding good.

Learning impact Strong change Learning evidence Credible with caveats When to use this When you want to go deeper How often Worth repeating often

Draft-and-critique loops

Run several rounds of structured critique on your own work, and come out the other side having improved your writing rather than having had it improved for you.

Learning impact Strong change Learning evidence Credible with caveats When to use this While you practise How often Worth repeating often

F13

Rubric-based self-assessment

Grade your own work against the criteria it will actually be graded by, before you hand it in, and find the gap between what you think you've produced and what's on the page.

Learning impact Strong change Learning evidence Credible with caveats When to use this When checking yourself How often Worth repeating often

Analogical problem solving

Solve a new problem by finding a structurally similar solved one, mapping roles deliberately, then transferring the solution method without copying surface features.

Learning impact Strong change Learning evidence Credible with caveats When to use this While you practise How often Worth repeating often

Living knowledge base

Build a growing structured record you can reconstruct unaided, notes that compound, instead of chat logs that vanish.

Learning impact Strong change Learning evidence Credible with caveats When to use this At the end of a session How often Build and keep as a habit

F20

Teaching-material design

Turn a concept into a one-page teaching aid for a future student, then have it critiqued, because designing instruction exposes what you don't yet own.

Learning impact Strong change Learning evidence Credible with caveats When to use this While you practise How often Worth repeating often

Research question refinement

Turn a vague interest into a question that can actually be answered in the space and time you have.

Learning impact Reliable gain Learning evidence Credible with caveats When to use this Before you start studying How often Worth repeating often

F10

Reverse outlining

Extract the outline of a draft you've already written, and see the structure you actually produced rather than the one you intended.

Learning impact Reliable gain Learning evidence Credible with caveats When to use this While you practise How often Worth repeating often

Literature review companion

Map a field's arguments and disagreements while verifying each source, so a "lit review" isn't a paraphrased pile of abstracts the model invented.

Learning impact Reliable gain Learning evidence Credible with caveats When to use this When you want to go deeper How often Build and keep as a habit

Methodology critique

Have your proposed method attacked before you run it, so you fix design flaws on paper instead of after weeks of sunk cost.

Learning impact Reliable gain Learning evidence Credible with caveats When to use this When checking yourself How often Worth repeating often

F11

Outline-first drafting

Argue the outline before writing prose, so structure fights happen before you've invested in sentences you won't delete.

Learning impact Reliable gain Learning evidence Credible with caveats When to use this First time through the material How often Worth repeating often

F14

Peer-review rehearsal

Review someone else's work to sharpen your own standards: training the evaluative eye you'll need on your next draft.

Learning impact Reliable gain Learning evidence Credible with caveats When to use this While you practise How often Worth repeating often

F16

Q&A anticipation

Predict the hardest questions on your work and prepare answers, so viva, defence, and audience Q&A stop being pure ambush.

Learning impact Reliable gain Learning evidence Credible with caveats When to use this When checking yourself How often Worth repeating often

F21

Longitudinal version comparison

Keep successive drafts and analyse how your own thinking changed, so revision becomes visible learning, not just cleanup.

Learning impact Reliable gain Learning evidence Credible with caveats When to use this At the end of a session How often Build and keep as a habit

F22

Variation tournament

Generate five to eight versions of the same piece, rank them, and articulate the criteria: training evaluation, not just production.

Learning impact Reliable gain Learning evidence Credible with caveats When to use this While you practise How often Worth repeating often

F15

Presentation rehearsal

Deliver and get feedback on structure, pacing, and clarity, so the first audience isn't the one that grades you.

Learning impact Clear help, modest gain Learning evidence Credible with caveats When to use this While you practise How often Worth repeating often

F18

Constraint-driven creation

Work to a deliberately restrictive brief to force invention: using limits as a design tool rather than waiting for inspiration.

Learning impact Clear help, modest gain Learning evidence Credible with caveats When to use this While you practise How often Worth repeating often

F19

Constraint invention, including the playful kind

Invent restrictions on your own work that force you to understand it better than doing it the easy way ever would.

Learning impact Clear help, modest gain Learning evidence Thin or mixed evidence When to use this While you practise How often Worth repeating often

Project partnership

Work with a persistent companion across a long piece of work, keeping goals, decisions, and next actions coherent without handing authorship to the model.

Learning impact Clear help, modest gain Learning evidence Thin or mixed evidence When to use this While you practise How often Build and keep as a habit

F12

Style analysis

Analyse how a writer achieves an effect, then attempt it, stealing craft on purpose instead of vaguely "reading good prose."

Learning impact Clear help, modest gain Learning evidence Thin or mixed evidence When to use this When you want to go deeper How often Worth repeating often

F17

Portfolio critique

Have a body of work assessed for development over time, seeing trajectory and recurring weaknesses, not only the latest piece.

Learning impact Clear help, modest gain Learning evidence Thin or mixed evidence When to use this At the end of a session How often Useful once for a topic

F23

Playful constraint creation

Invent deliberately silly constraints and create inside them: using play to open moves serious briefs sometimes block.

Learning impact Unlocks better later work Learning evidence Thin or mixed evidence When to use this While you practise How often Useful once for a topic