What do you need to do?

Each shortlist is curated for the task. Short lists are intentional when evidence is limited.

Write clearer content

Start with a real brief. Keep claims, sources and a human edit in the workflow.

6 reviewed starting points →

Create an image

Choose between cloud generation, local control and integration with your editing workflow.

5 reviewed starting points →

Make or edit a video

Generating a shot and editing a finished sequence are different jobs. Select the right stage.

4 reviewed starting points →

Turn a script into speech

Check voice rights, pronunciation, export access and the cost of revisions.

2 reviewed starting points →

Capture meeting notes

Obtain participant consent, then verify speaker names, decisions and deadlines against the recording.

4 reviewed starting points →

Build and debug code

Work in an isolated branch, inspect diffs and run acceptance checks before deployment.

6 reviewed starting points →

Understand a dataset

Use a non-sensitive sample, define metrics first, and reconcile totals independently.

3 reviewed starting points →

Prepare a lesson

Set the age, objective, time and assessment first. Teachers remain responsible for accuracy and inclusion.

5 reviewed starting points →

Build an honest resume

Use actual achievements and dates. Tailor the explanation, never invent the experience.

2 reviewed starting points →

Translate and review text

Keep terminology consistent and have high-stakes language reviewed by a qualified person.

2 reviewed starting points →

Build a useful chatbot

Begin with approved source material, unanswered-question behavior and a human handoff.

2 reviewed starting points →