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Non paywalled articles Only, Version 1.1
How Our AI Works
A transparent pipeline for our approach to news analysis
Smart Crawler
Our advanced web crawler extracts the full article content, metadata, and authorship information from any news URL you provide.
GPT-4o Analysis
Powered by OpenAI's advanced GPT-4o model, our system processes article text using state-of-the-art natural language processing to identify bias patterns.
Multi-Factor Bias Verification
Our program crossreferences results using Google's custom json API and multiple media bias datasets.
The Analysis Pipeline
1. Article Scraping
We extract the full article body, stripping ads and irrelevant content while retaining critical context and metadata.
2. GPT-4o Linguistic Analysis
We use GPT-4o to analyze tone, rhetoric, and linguistic patterns, flagging subtle indicators of political or emotional bias.
3. Cross Referencing
Our system crossreferences results using Google's custom json API and multiple media bias datasets.
4. Multi-Factor Scoring
We calculate bias scores along multiple dimensions including political leaning, emotionality, and source credibility.
5. Report Generation
A detailed but accessible report is produced, explaining bias findings with specific examples from the article.
Bias Types We Detect
Our AI has been trained across thousands of articles from varied political backgrounds to recognize these subtle bias indicators:
- Loaded Language: Detects emotionally charged terms aimed at swaying opinion.
- Framing Bias: Reveals how article framing may skew public perception.
- Selection Bias: Identifies omission or emphasis of facts to alter impact.
- False Balance: Flags when equal weight is given to unequally supported claims.
- Tone Bias: Analyzes the overall tone (e.g., sarcastic, alarmist, dismissive) used to influence reader emotions.
- Source Bias: Evaluates the reliability and political leanings of cited sources or quoted individuals.
- Placement Bias: Highlights how the position or order of information in the article may affect its perceived importance.
- Confirmation Bias Signals: Detects content that primarily reinforces a particular viewpoint while ignoring counterarguments or nuance.
- Agenda Bias: Identifies signs that the article is pushing a specific agenda, ideology, or policy goal.
- And More: Our AI continues to evolve, identifying additional subtle bias patterns across various media sources.