Start with the right perspective
Understand the subject and the goal. A useful contribution starts with relevant knowledge and a clear idea of what the project needs.
HOW THE WORK WORKS
A human touch.
A clear process.
Better AI training is built on specific questions, thoughtful contributions, and feedback that explains the why.
Your expertise is the starting point.
Get familiar with the brief
Read the task instructions, criteria, and examples. Different projects ask different questions, so check the expectations before beginning.
Make a considered contribution
Compare responses, check an explanation, or create a useful example. Bring your own reasoning and follow the brief.
Review, learn, and refine
Check your work for clarity and completeness. Use any project feedback to make the next contribution stronger.
GET A FEEL FOR IT
See the difference
a reviewer makes.
Compare the responses below and see how a reviewer’s judgement can improve an answer.
Each project brief defines its own criteria and requirements.
A little human perspectiveREVIEW EXERCISE
THE PROMPT
Why do leaves look green?
Which response explains it more accurately?
Your judgement turns an answer into useful feedback.
WRITE A BETTER CHALLENGE
Go beyond the obvious answer.
A useful prompt makes a model apply what it knows.
LESS REVEALING
“What is photosynthesis?”
MORE REVEALING
“A plant gets water and sunlight but no carbon dioxide. Explain what changes and why.”
Expertise helps reveal the limits of an explanation.
MAKE FEEDBACK USEFUL
Be specific about what to improve.
Good feedback explains the issue and gives a reason.
VAGUE FEEDBACK
“This answer is wrong.”
ACTIONABLE FEEDBACK
“The response confuses absorption with reflection. Explain that green light is reflected toward the observer.”
A clear reason is more useful than a score alone.
BEFORE YOU GET STARTED
Clear expectations.
Better contributions.
Access is invitation-only. Project availability, requirements, and compensation vary, and should be reviewed before accepting an assignment.
Read the common questionsRead the brief
Use the project’s stated criteria. Avoid filling in the gaps with assumptions.
Explain your thinking
Be specific about what works, what doesn’t, and why it matters.
Respect the work
Follow the project’s confidentiality and tool-use instructions.
A BETTER PERSPECTIVE
The next chapter of AI
has a human side.
Bring your perspective. Or build something better with it.