NeverHard
Mathematics & Python Expert - Freelance AI Trainer at Mindrift — NeverHard
Mathematics & Python Expert - Freelance AI Trainer at Mindrift in British Columbia, Canada. View salary, required skills, and apply on NeverHard.
- Company
- Mindrift
- Location
- British Columbia, Canada
- Type
- part_time
Please submit your CV in English and indicate your level of English proficiency.
Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems.
Participation is project-based, not permanent employment.
What this opportunity involves
You design mathematics problems to challenge a frontier AI model. The problem must have an answer verifiable by code, and the problem has to require a specialized tool like Z3, cvc5, SageMath, Macaulay2, or others. NumPy or SymPy on their own won't cut it. Each problem runs inside a sealed Linux container with the tool pre-installed and a programmatic judge that grades the model's answer.
As an expert author, you:
• Pick an anchor tool and design a problem that hinges on its usage.
• Write a Python reference solution, supply input files optionally where needed.
• Decide the numerical answer and how close the model needs to get to count as right.
• Test the problem against the model in batches of parallel attempts, tuning the problem difficulty until the agent only succeeds in a small number of attempts.
• Once you're happy with the task, and it scores within range,
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