Insights & Blog
Weekly roundups, AI fact-checking insights, and deep dives into news verification
The Rise of AI in Fact-Checking: A 2024 Review
How artificial intelligence is transforming the way we verify news and combat misinformation in real-time.
How AI Fact-Checking Works
Understanding the technology behind automated claim verification, from natural language processing to multi-source corroboration.
Detecting Bias in News Articles
Exploring sentiment analysis, emotional language detection, and partisan framing identification using Azure Text Analytics and Google Perspective API.
Source Credibility Scoring System
How we evaluate news sources using reliability metrics, factual reporting history, and transparency indicators from multiple databases.
Google Fact Check Tools API Integration
Technical overview of integrating Google Fact Check Tools API for real-time claim verification and cross-referencing.
Multi-Source Verification Strategy
Why cross-referencing multiple trusted sources improves accuracy and how we calculate corroboration scores.
Understanding Misinformation Patterns
Common tactics used to spread false information and how AI can identify these patterns in real-time.
Azure Text Analytics for Sentiment Analysis
Leveraging Azure Cognitive Services to detect emotional manipulation and opinion vs fact in news content.
Building Trust in News Verification
The importance of transparency, multiple data sources, and continuous accuracy monitoring in fact-checking systems.
API Rate Limiting and Cost Optimization
Best practices for managing API usage across Google, Azure, and third-party fact-checking services efficiently.
Our Technology Stack
Fact-Checking APIs
- •Google Fact Check Tools API
- •Custom Search Engine
- •Multi-source corroboration
Bias Detection
- •Azure Text Analytics
- •Google Perspective API
- •Sentiment analysis engine
Source Credibility
- •AllSides bias ratings
- •Media Bias/Fact Check
- •NewsGuard credibility scores
Key Topics We Cover
AI & Machine Learning
NLP, sentiment analysis, and automated verification
Data Analysis
Statistical methods and corroboration scoring
API Integration
Working with Google, Azure, and fact-check APIs
Misinformation
Identifying patterns and combating false claims
For Developers
Learn how to integrate fact-checking and bias detection into your applications
- ✓API documentation and examples
- ✓Integration guides and best practices
- ✓Rate limiting and cost optimization
For Researchers
Explore our methodology and verification accuracy metrics
- ✓Verification methodology explained
- ✓Bias detection algorithms
- ✓Credibility scoring systems