❓FAQ
Quick answers to the most common questions about contributing, earning, and building with Perle Labs.
What is Perle Labs?
Perle Labs is a web3-enabled contributor platform that connects verified experts with AI teams to label, review, and validate high-quality data. Contributors complete structured tasks, such as annotation, evaluation, or verification, to help train and improve AI systems. In return, they earn points and reputation, which reflect their skill, accuracy, and consistency over time.
Who can join Perle Labs?
Anyone with professional or domain-specific knowledge can participate. This includes doctors, linguists, engineers, educators, researchers, and other subject-matter experts. To ensure quality, each new contributor completes a short qualification or training module before gaining access to live projects. The more accurate your work, the faster you unlock higher-value tasks and badges.
How do I earn rewards?
You earn points for every verified contribution. Rewards are based on:
Accuracy and quality of your task completions
Complexity of the project or domain
Consistency over time (maintaining a strong performance streak)
All points are recorded transparently and visible in your Dashboard and Earnings sections. In future releases, these points will be convertible into onchain rewards distributed through the Solana blockchain.
What kind of work will I do?
Task types vary by project and category, but common examples include:
Labeling text, audio, image, or video data
Evaluating AI-generated outputs for accuracy and relevance
Reviewing or improving prompts used in large language models
Validating annotations completed by other contributors
Each task contributes to the creation of reliable, expert-labeled data for enterprise AI systems.
How does Perle Labs ensure data quality?
Perle Labs ensures enterprise-grade data quality through a combination of human expertise and transparent verification systems:
Expert Verification: Only qualified contributors can perform specialized tasks.
Algorithmic Scoring: Each submission is scored based on accuracy and consensus.
Reputation Tracking: Contributor performance is continuously measured over time.
Peer Validation: Select contributors review others’ work to maintain consistency.
Transparent Provenance: All activity logs and performance data are verifiable onchain.
Why does Perle Labs use blockchain?
Blockchain enables trust, fairness, and transparency across a global contributor base.
By running on the Solana blockchain, Perle Labs can:
Record contributions immutably for full provenance and auditability.
Ensure instant, tamper-proof validation of contributor activity.
Support fast, low-cost reward distribution worldwide.
Maintain verifiable reputation scores while protecting contributor privacy.
Solana’s speed and scalability make it ideal for real-time AI data workflows.
Where can I find support?
If you need help:
Email: hello@perle.xyz
You can also use the “Give Feedback” button in your dashboard to share suggestions directly from the platform.
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