Platform Methodology
Our platform employs rigorous quality assurance measures to maintain content integrity.
Quality Assurance Process
AI Pre-Screening
Every new submission is automatically scanned using OpenAI Moderation API for hate speech, harassment, and harmful content.
Initial Review
Every new submission is reviewed to verify compliance with content guidelines and basic quality standards.
Plagiarism Check
We use advanced tools to detect any copied or unoriginal content.
Community Review
Community members can vote, comment, and endorse high-quality content.
Publication & Monitoring
After approval, content is published and remains subject to ongoing monitoring.
AI Moderation Details
Multi-Category Detection
Hate, harassment, violence, sexual content, spam
Fail-Safe Design
Content is allowed if AI services are unavailable
Auto-Report Creation
Flagged content creates report for human review
Human Override
Human moderators can override AI decisions
Plagiarism Detection
Infrastructure ready for integration with plagiarism detection services:
- •Copyscape, Turnitin, iThenticate
- •Custom embedding-based solutions
Peer Review System
Our peer review system allows the community to evaluate and endorse high-quality contributions.
Moderation
Content is reviewed by our moderation team and community to ensure accuracy and adherence to our guidelines.
Our moderation team works around the clock to ensure content meets platform standards. Any member can report content they believe violates guidelines, and it will be reviewed promptly.