Writing & Editing
Turn rough notes into a clear, confident email
Shape scattered notes into a concise email with a clear request while keeping your voice.
Tested with · GPT-6 Astra (API)
Reviewed AI recipes, practical model tests and clear comparisons to help you get useful results from AI.
1. Pick a task
Search by the outcome you want.
2. See the evidence
Real test results, models and limits.
3. Launch in one click
Open the prompt in your AI assistant.
Choose a common outcome, or browse the complete recipe library.
Featured recipes
Writing & Editing
Shape scattered notes into a concise email with a clear request while keeping your voice.
Tested with · GPT-6 Astra (API)
Writing & Editing
Correct errors and improve clarity while keeping your wording recognisably yours.
Tested with · GPT-6 Astra (API)
Research & Learning
Convert your own notes into retrieval practice that covers concepts, application and common errors.
Tested with · GPT-6 Astra (API)
Follow the League standings as new rounds are published, and explore where six flagship models agree — and disagree — in Perspectives.
League · Scored model tests
Six flagship models, the same practical tasks. Points and position changes follow each published round.
| # | Model | Checks | Points · round |
|---|---|---|---|
Points = checks passed − 2 per critical miss. The small +3 or −1 is what a model scored in the latest round alone; arrows show places moved. Equal points share a place. Only shared, scored tasks count — not overall model quality.
Product names and logos belong to their owners; shown for identification only. No affiliation or endorsement.
Perspectives · Unscored comparison
Compare how models interpret the same dated sources, with original answers open to inspect.
Unscored: no model wins a Perspective. Product names belong to their owners; no affiliation or endorsement.
Free member workspace
Come back to your Monday report or client email and find it ready: your recipes, your usual answers, generated recipes and saved requests in one place, ready to send to the assistant you already use.
AI4E membership is free. ChatGPT, Claude and other assistants use your own accounts and plans there.
1 · Your saved answers (try editing)
2 · Prompt, filled in for you
3 · Ready to run
New to AI?
See what an AI assistant is genuinely useful for, beginning with everyday work that is easy to review.
Free starter guide
Five reviewed guides for everyday work tasks, with editable prompts and checks for the result.