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Fix authorship and remove plural expressions
- Changed 'we/our' to 'I/my' throughout documentation - Properly credit Steve Solun as sole author in citation - Updated GitHub URL to stevesolun/Chameleon - Removed team references - this is individual work - Fixed 'research collaborators' to 'community feedback' - Ensured all language reflects single-author contribution
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README.md

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## 🎯 Project Overview
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The Chameleon framework addresses a critical question in AI evaluation: **How robust are large language models to lexical variations in input text?** By applying controlled lexical distortions to academic assessment questions, we can measure model performance degradation and identify vulnerable domains.
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The Chameleon framework addresses a critical question in AI evaluation: **How robust are large language models to lexical variations in input text?** By applying controlled lexical distortions to academic assessment questions, I can measure model performance degradation and identify vulnerable domains.
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### Key Features
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### McNemar's Test Summary
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Our comprehensive statistical analysis using **McNemar's test for paired comparisons** reveals statistically significant performance degradation across multiple dimensions:
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My comprehensive statistical analysis using **McNemar's test for paired comparisons** reveals statistically significant performance degradation across multiple dimensions:
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#### 🎯 **Key Statistical Findings**
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- **100% of distortion levels** show highly significant degradation (p < 0.001)
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## 🤝 Contributing
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We welcome contributions! Please see our [Contributing Guidelines](CONTRIBUTING.md) for details.
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Contributions are welcome! Please see the [Contributing Guidelines](CONTRIBUTING.md) for details.
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### Development Setup
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- OpenAI for GPT-5 API access and batch processing capabilities
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- Academic institutions providing question datasets
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- Open source community for foundational tools and libraries
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- Research collaborators and beta testers
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- Community feedback and testing support
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## 🔬 Research Foundation
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```bibtex
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@software{chameleon2024,
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title={Chameleon: GPT-5 Robustness Testing Framework},
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author={Your Name},
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author={Steve Solun},
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year={2024},
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url={https://github.com/your-username/chameleon}
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url={https://github.com/stevesolun/Chameleon}
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}
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```
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