Create realistic, domain-specific tasks in the target language reflecting local finance practices.
Adapt and apply scoring rubrics to evaluate AI-generated and human responses.
Review and score submissions for accuracy, regulatory alignment, and professional quality.
LILT is a company that makes the world's information available to everyone, no matter the language they speak, through multilingual AI and human-verified services. They serve Enterprises, Governments, and AI Developers globally, with a community of linguists and experts focused on innovation and excellence.
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.
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.
Evaluate AI-generated wireframes, user flows, and product requirements for usability and logical consistency.
Audit accessibility and inclusion, ensuring adherence to modern standards and inclusive design practices.
Fact-check UX principles and validate model suggestions against established design patterns and psychological principles.
Prolific builds the world's largest pool of quality human data for AI training. Over 35,000 AI developers and researchers use the platform, and the company fosters a flexible, remote-first culture.
Evaluate AI-generated content related to criminal investigations, patrol operations, and evidence handling.
Assess accuracy and realism of AI-generated case scenarios and investigative workflows.
Provide detailed written feedback to improve AI model performance and correctness.
Jobgether is an AI-powered job matching platform that connects candidates with hiring companies. It uses technology to ensure fair and efficient application reviews, operating with a small team focused on innovation.
Review comprehensive financial reports (200–300 pages) to identify key fiscal drivers within corporate strategy.
Answer nuanced questions on corporate finance, risk, and strategy based on provided data.
Ensure research outputs reflect the practical realities of high-level financial management for B2B validation.
Prolific is building the largest pool of quality human data in the world, used by over 35,000 AI developers, researchers, and organizations to gather data from paid participants. The company is positioned at the forefront of AI innovation, integrating diverse human perspectives into AI development.
Evaluate LLM architecture logic for technical accuracy and audit ML code and notebooks for efficiency.
Refine RLHF frameworks to align models with human intent and analyze model reasoning in complex chain-of-thought prompts.
Benchmark performance by conducting comparative testing between model outputs based on technical metrics.
Prolific connects researchers with a global pool of participants for collecting high-quality human data to train AI models. With over 35,000 users, they focus on ethical data gathering to advance AI capabilities.
Evaluate and assess AI model outputs based on predefined quality, accuracy, relevance, and behavioral guidelines.
Annotate, classify, and label text, images, or audio to support AI model training.
Create prompts and generate high-quality responses to improve language model reasoning capabilities.
Jobgether uses an AI-powered matching process to connect candidates with hiring companies. They focus on efficient, fair recruitment and handle data privacy in compliance with GDPR.
Create realistic, domain-specific tasks in Spanish/English reflecting Mexico-specific finance practices.
Adapt and apply clear scoring rubrics to evaluate AI-generated and human responses.
Review and score submissions for accuracy, regulatory alignment, and professional quality.
Lilt's mission is to make the world's information available to everyone, no matter the language they speak. As a global community of linguists and experts, they deliver multilingual AI and human-verified services to Enterprises, Governments, and AI Developers worldwide.
Review and refine AI-generated outputs related to corporate law, contracts, regulatory compliance, and legal documentation
Evaluate the practicality and accuracy of AI recommendations for legal risk, transactional work, and compliance issues
Create and develop real-world scenarios and case studies from your legal experience
10x Team connects top freelance professionals with leading AI labs to accelerate innovation in artificial intelligence. They seek seasoned corporate lawyers based in the EU or UK to train AI systems focused on corporate law, contract analysis, and compliance.
Review domain archives to understand subject matter and extract key facts.
Create accurate question-and-answer pairs covering various complexity levels.
Ensure answers are traceable, unambiguous, and consistent with approved source content.
Innodata is a global data engineering company that enables responsible AI advancement by providing data, evaluation frameworks, and human expertise. With over 36 years of experience, the company delivers high-quality data and outcomes for Generative AI builders.
Dive into a cutting-edge AI benchmarking project focused on highly specific professional domains like software engineering, healthcare, and finance.
Design realistic scenarios in English or Korean, adapt evaluation rubrics, and review AI responses for accuracy and cultural appropriateness.
Contribute to gold-standard solutions that reflect best practices across your target locale and domain.
Lilt is a company that makes the world's information available to everyone, regardless of language, through multilingual AI and human-verified services for Enterprises, Governments, and AI Developers. The company has a global community of linguists and subject matter experts who thrive on innovation and excellence.
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.
Evaluate prompts and AI-generated outputs for accuracy, clarity, and cultural appropriateness.
Review and correct text, analyze multimedia content, and contribute voice recordings.
Apply local insight into tone, symbolism, visual cues, and market fit to deliver culturally relevant content.
LILT is an AI company that makes the world's information available to everyone, no matter the language they speak. They work with a global community of linguists and subject matter experts to deliver multilingual AI and human-verified services to Enterprises, Governments, and AI Developers.
Rating and assessing the performance of AI models based on their output or behavior.
Labeling and categorizing content to train machine learning models.
Generating prompts, responses, and summaries to improve language model reasoning.
Innodata is a global data engineering company that provides data, evaluation frameworks, and human expertise for AI systems. With over 36 years of experience, the company focuses on enabling responsible AI advancement.
Evaluate AI-generated scientific responses for accuracy and reasoning in biology.
Fact-check technical claims from public databases like PubMed and NCBI.
Assess experimental logic and annotate errors in biological sequences or protocols.
Prolific builds the largest pool of quality human data for AI development. With over 35,000 AI developers and researchers using the platform, it connects experts to train and evaluate AI models through ethical, paid participation.
Review and refine AI-generated outputs related to venture building, startup development, and innovation strategy
Evaluate the practicality and accuracy of AI recommendations for business models, go-to-market strategies, and scaling startups
Guide AI systems to better understand entrepreneurial concepts and methodologies through structured feedback
10x Team connects top independent professionals with leading AI labs to accelerate innovation in artificial intelligence. We are a network of skilled experts focused on flexible, remote freelance assignments.
Provide native-level Canadian French language vetting and QA for AI data projects.
Annotate and review AI outputs for grammatical accuracy, cultural context, and naturalness.
Develop educational resources and feedback documentation to improve AI alignment.
We are an AI training company that focuses on language alignment and data annotation for AI systems. Our remote team values linguistic precision and cultural nuance.
Evaluate prompts and AI-generated outputs for accuracy, cultural appropriateness, and brand alignment.
Review and correct text, analyze multimedia content, and contribute voice recordings.
Apply local cultural insight and consistent evaluation guidelines to ensure high-quality AI training.
Lilt provides multilingual AI and human-verified services to enterprises, governments, and AI developers. They foster a global community of linguists and subject matter experts working on cutting-edge AI and language technology.
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.