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Practical AI. Made clear.

Reviewed AI recipes, practical model tests and clear comparisons to help you get useful results from AI.

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reviewed guides
40
reviewed guides
with published tests
40
with published tests
launch in your AI
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launch in your AI

How AI4E works

  1. 1. Pick a task

    Search by the outcome you want.

  2. 2. See the evidence

    Real test results, models and limits.

  3. 3. Launch in one click

    Open the prompt in your AI assistant.

Start with a useful task.

Choose a common outcome, or browse the complete recipe library.

Browse all 40 recipes and filters

Featured recipes

Latest from AI4E

Practical tests. Different perspectives. Original answers to inspect.

League

Scored tests

League standings

The same practical tasks. Shared places for equal points.

Rounds
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Models
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Checks
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Critical
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Loading published standings…

Published standings: position and movement, model and critical misses, checks passed, total points and latest round points. Statistics count checks and critical misses across all models.
#ModelChecksPts / round

Points = checks met − 2 per critical miss. Signed points: latest round. Arrows: places moved. Check and critical totals cover all models. Shared tasks only; not overall model quality.

Perspectives

Unscored comparison

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Models
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Sources
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Published
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Compare models on the same dated sources, with their original answers open to inspect.

Unscored. Compare reasoning and source use; no winner or League points.

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Your AI Playbook

Free member workspace

Keep the setup. Get back to the task.

Your recipes, usual tone and company details in one place. Return to a client email or weekly report with less to fill in.

  • Recipes and usual answers, together
  • Generated recipes and saved requests
  • Optional deep reasoning in helpers
  • Use the AI assistant you already have

Membership is free. External AI assistants use your own accounts and plans.

Try your usual answers

Prompt previewUpdates as you type

Rewrite these notes as an email from Northwind Bakery in a warm, concise tone. Keep the request clear and preserve the facts in my notes.

Interactive example · edits stay on this page. Nothing is saved or sent to an AI.

New to AI?

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See what an AI assistant is genuinely useful for, beginning with everyday work that is easy to review.

Free starter guide

Five useful AI recipes to start with

Five reviewed guides for everyday work tasks, with editable prompts and checks for the result.

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