
The Growing Hallucination Problem
Why Manual Fact-Checking Falls Short Today
Current Content Verification Challenges:
- Volume Explosion: AI tools now generate content 10x faster than traditional methods
- Verification Bottleneck: Human editors can't keep pace with growing content demands
- Inconsistent Standards: Manual reviews vary widely in thoroughness and criteria
- Specialized Knowledge Gaps: Subject matter experts aren't always available for verification
- Business Impact: Inaccurate content damages reputation, triggers compliance issues, and requires costly corrections
Traditional fact-checking methods simply cannot scale to meet the demands of today's AI-powered content ecosystem, creating significant business risk and operational inefficiency.