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• LLM BiasScope is a web application for side-by-side comparison of LLM outputs with real-time bias analysis.method 95%
• LLM BiasScope supports multiple LLM providers including Google Gemini, DeepSeek, MiniMax, Mistral, Meituan, and Meta Llama.technical 90%
• LLM BiasScope uses a two-stage bias detection pipeline: sentence-level bias detection followed by bias type classification for biased sentences.method 90%
• The system provides real-time streaming responses with synchronized display of two models side-by-side.technical 85%
• LLM BiasScope includes interactive visualizations such as bar charts and radar charts for bias analysis.technical 85%
• LLM BiasScope is built on Next.js with React and integrates Hugging Face inference endpoints for bias detection.technical 90%
• LLM BiasScope is available as an open-source web application.market 90%
• The system enables researchers and practitioners to compare models on the same prompts while analyzing bias patterns.method 85%

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