Teach the machines what humans already know
Bookxy is a network of people helping AI and robots think, speak, and act with real-world sense. Bring your language, your craft, your judgement. Work on your own schedule, from wherever you are.
Amaka O.
Language Expert, Nigeria
50+
Countries
Kwame A.
Coding Expert, Ghana
Aisha K.
Market Trader, Kenya
Etienne N.
Furniture Maker, Cameroon
8K+
Contributors onboarded
Aminata S.
Art & Design, Senegal
Human judgement, applied to AI and robotics.
Judge which answer is better
Read two AI responses side by side and pick the one that lands. Add a short note on why. Your calls sharpen how models decide.
Show the model how it is done
Given a real prompt, write the response a thoughtful expert would give. Every example becomes a lesson the model can learn from.
Catch and rewrite mistakes
Spot the slip in a model's answer, correct it, and explain the fix. Small edits stack up into safer, sharper systems.
Stress-test with tricky prompts
Push models with ambiguous, local, or culturally specific questions. Surface the cracks so the next version does not repeat them.
Guide robots and physical AI
Label movement, describe scenes, and score how well a robot completed a task. Help machines understand the world they move through.
Evaluate agents that take action
Walk through multi-step agent runs, mark where they went off course, and score the outcome. Turn today's rough agents into tools people can trust.
Africa in the loop
The systems shaping the next decade are being taught right now. We think the people who use those systems should also be the people teaching them. Bookxy exists so that African voices, languages, and know-how sit inside the models and machines the world will rely on.
From sign-up to first task in minutes.
- 01
Tell us about you
A short profile: languages you speak, subjects you know, tools you have used. That is it.
- 02
Get the right work
We route tasks that fit your skills, your interests, and the hours you actually have.
- 03
Do the work
Open a task, follow the brief, submit. Come back tomorrow, or next weekend. You choose.
The next wave of AI needs your voice in it
Create a profile today. Start on a task whenever you are ready.