Vericore Subnet is a Bittensor subnet seeking to improve large-scale semantic fact-checking and verification. The subnet processes statements and returns evidence-based validation through relevant quotes and source materials that either support or contradict the input claims.
Key Features
- Semantic Analysis: Processes natural language statements and understands their semantic meaning, enabling accurate interpretation of claims for verification purposes.
- Source Verification: Returns precise quotes and segments from sources, providing concrete evidence rather than just binary true/false assessments.
- Dual Validation: Provides both corroborating and contradicting evidence when available, offering a balanced view of the factual landscape around a claim.
- Scale-Oriented: Designed to incentivize high-volume fact-checking operations, making comprehensive verification feasible at internet scale.
- Source Attribution: All returned evidence includes traceable source information, ensuring transparency and enabling further investigation.
Use Cases
- Media fact-checking
- Research validation
- Content verification
- Information integrity assessment
- Source validation and cross-referencing