Model evaluation
Find out where an answer holds up—and where it needs a more informed perspective.
- Response comparison
- Domain-specific review
- Reasoning and accuracy checks
FOR AI TEAMS
Build intelligence.
Keep the human
perspective.
When the details matter, subject expertise matters. Bring a clear brief and a considered approach to your model training and evaluation work.
THE FRAMEWORK FOR A BETTER REVIEW
A clear goal.
A more useful signal.
Start with the behaviour you want to understand.
GoalWhat should the model do?
ExpertiseWho can judge it well?
CriteriaWhat does quality mean?
FeedbackWhat should improve next?
Specific questions. Thoughtful human answers.
WAYS TO BRING PEOPLE INTO THE LOOP
Expertise, applied
where it matters.
Shape your project around the judgement you need, from checking an answer to creating a more revealing challenge.
Human feedback
Frame the judgement you need around clear criteria and explanations that make the feedback useful.
- Preference feedback
- Written rationales
- Rubric-based assessment
Training examples
Define purposeful examples and challenging prompts around the behaviours you want to improve.
- Expert-written prompts
- Reference responses
- Challenging edge cases
MAKE THE STANDARD SPECIFIC
Quality starts
with the brief.
A broad instruction produces broad feedback. A specific brief gives contributors the frame of reference to make a useful judgement.
Define the objective
Name the model behaviour, the use case, and the questions you want reviewers to answer.
Choose the perspective
Specify the subject knowledge, language, or practical experience the work needs.
Make feedback actionable
Ask for explanations tied to your criteria, so a review tells you what needs attention.
YOUR NEXT PROJECT
Start with
a better brief.
Put your training or evaluation needs into words. Create a concise project outline, then email it to admin@gashtify.com.
Prepare your brief here, then choose Email brief to open a draft in your email app. You can also download or copy it.
Share only information you’re authorized to disclose.
Outline your project
Your project brief is ready.
Email it to our team to discuss your project, or keep a copy for later.
A CLEAR STARTING POINT
Before we
get to work.
Make space for the right questions from the beginning.
More for AI teamsCan an AI team discuss a project?
Yes. Email admin@gashtify.com to discuss your training or evaluation needs. The AI teams page also helps you prepare a project brief to email, download, or copy.
What should a project brief include?
Describe the model behaviour you want to improve, the subject expertise needed, your evaluation criteria, and the scope of the work. Include only information you are authorized to share.
Are projects or earnings guaranteed?
No. Project availability, eligibility, workload, and compensation depend on the project. Any live assignment should state its scope and terms before you choose to take part. This website does not offer guaranteed earnings.
A BETTER PERSPECTIVE
Good AI has
a human point of view.
Bring the right questions. Find the right perspective.