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How we qualify AI Taskers

Prolific AI Taskers are specialists trained to outperform regular participants in complex tasks. Here’s how we select them:

Handpicked from top performers
We select taskers from Prolific’s top performers who consistently deliver fast, accurate, and thoughtful responses
Tested for core skills
Taskers are assessed on their ability to follow instructions, think logically, and pay attention to details.
Prepared for AI work
In a final assessment, they complete real AI evaluation tasks—ranking model outputs, spotting factual errors, and writing structured responses. Only the best become AI Taskers.
FAST TIME-TO-DATA

Cut recruiting time

Reduce operational overhead. Prolific handles qualification, testing, tasker retention, and payments so your team can focus on building.

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HIGH QUALITY BENCHMARK

Improve pass rates by 30%

Our AI Taskers are screened for the exact skills your tasks require, resulting in higher benchmark pass rates, cleaner outputs, and fewer reruns.

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EXPERT VERIFICATION

Built-in quality assurance

Each tasker is verified through a 3-stage qualification pipeline. You get reliable outputs with no compromise on quality.

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What can AI Taskers do?

Prolific AI Taskers are experienced in tasks like:

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Ranking and scoring LLM outputs
AI Taskers are tested for comparative reasoning and justifying their rankings. They're consistent, fast, and align with your criteria without drifting over time.
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Fact-checking and coherence
Every AI Tasker is tested on their ability to to assess the factual accuracy of LLM model outputs and verify any claims against trusted sources. This helps spot hallucinations and outdated information.
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Following complex instructions over long periods of time
Taskers can follow complex instructions and sustain attention over a long period of time, with the AI Tasker exam taking 60-minutes to complete.
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Join top frontier model creators building next-gen AI on Prolific.
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