Design difficult chemistry problems reflecting real scientific workflows.
Create deterministic tasks with one correct answer and full verified solutions.
Develop reasoning-intensive and computationally grounded problems using Python.
Anyone AI creates high-quality STEM training data for frontier AI models used by leading AI labs. The company is a remote-first, small team offering part-time contract work.
Design difficult chemistry problems that reflect real scientific workflows
Create deterministic tasks with one correct answer and full verified solutions
Develop reasoning-intensive and computationally grounded problems
They create high-quality STEM training data for frontier AI models that is directly used in training and evaluation workflows at leading AI labs. The company is a small team of contractors, and they value technical rigor and clear documentation.
Evaluate and rank AI-generated scientific explanations based on accuracy and logic.
Review scientific papers alongside AI-generated abstracts to identify inaccuracies.
Verify AI-generated data against source documentation for material properties and formulas.
Prolific builds the largest pool of quality human data for AI training, connecting researchers with a global participant network. We serve over 35,000 AI developers and organizations, focusing on ethical data collection.
Evaluate AI-generated research on environmental topics for scientific accuracy and nuance.
Fact-check environmental claims, emissions factors, and legislative requirements.
Assess sustainability logic and annotate geospatial data to improve model outputs.
Prolific builds the world's largest pool of quality human data for AI development. With over 35,000 AI developers, researchers, and organizations using the platform, they focus on ethically sourced human behavioral data to train and evaluate AI models.
Create original graduate-to-PhD-level academic problems in your field
Write rigorous, step-by-step solutions with exact and verifiable answers
Review AI-generated responses to identify specific reasoning errors
Terac is building the world's largest pool of vetted human experts for AI. Researchers, AI labs, and product teams use Terac to recruit, screen, and pay study participants across industries, languages, and skill sets.
Evaluate LLM responses for accuracy, clarity, and completeness.
Fact-check technical claims using authoritative references.
Validate code and outputs, and annotate model performance.
Prolific builds the largest pool of high-quality human data for AI development, serving over 35,000 AI developers, researchers, and organizations. They connect researchers with a global community to collect ethically sourced behavioral data.
Compare and rank AI-generated responses for accuracy, logic, and safety.
Review CS research papers alongside AI summaries to ensure scientific integrity.
Fact-check technical data and code for logical flaws and inaccuracies.
Prolific is building the largest pool of quality human data in the world, serving over 35,000 AI developers and researchers. They connect researchers with paid participants to gather high-quality, ethically sourced behavioral data for AI development.
Evaluate financial documents and reports to verify accuracy and provide AI training data.
Respond to AI prompts using financial expertise to teach models complex fiscal concepts.
Validate AI outputs against professional financial standards and provide expert feedback.
Prolific builds the world's largest pool of quality human data for AI training. Over 35,000 AI developers and researchers use Prolific, and the company focuses on ethically sourced, diverse human behavioral data.
Fact-check AI outputs for scientific accuracy and integrity.
Verify technical concepts using your neuroscience expertise.
Prolific is building the biggest pool of quality human data in the world, connecting AI developers, researchers, and organizations with paid study participants. With over 35,000 AI developers and researchers using the platform, it enables flexible, ethical data collection for AI training.
Review AI-generated responses to psychological scenarios and provide feedback.
Complete AI training tasks including analyzing, editing, and writing psychology-related content.
Compare model answers and select the best response, writing improved exemplars.
Prolific is building the largest pool of quality human data in the world, used by over 35,000 AI developers and researchers. They focus on ethically sourced human behavioural data to improve AI models.
Review AI-generated responses to clinical scenarios for accuracy and safety.
Compare and justify the best responses among multiple model answers.
Write improved exemplars and structured feedback to enhance AI model learning.
Prolific is building the largest pool of quality human data in the world, used by over 35,000 AI developers and researchers. It is a platform that connects researchers with a global participant pool for ethically sourced human data.
Review AI-generated clinical responses for accuracy, safety, and reasoning quality.
Compare multiple model answers and select or justify the best response.
Write improved exemplars and structured feedback to enhance AI learning.
Prolific builds the world's largest pool of quality human data for AI development, used by over 35,000 researchers and organizations. They focus on ethically sourced human behavioral data to improve AI models, with a culture of innovation and global reach.