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5. Open a pull request with a clear description
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See the [CONTRIBUTING.md](Contributing.md) file for contribution guidelines.
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This project is released under the Apache 2.0
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5. Open a pull request with a clear description
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See the [CONTRIBUTING.md](Contributing.md) file for contribution guidelines.
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## Roadmap
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### Ethics as an Operational Structure
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The `assess_ethical_risk` module is being integrated as a foundational layer of MarCognity-AI.
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- Analyzes text for bias, stereotypes, generalizations, and normative implications
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- Assigns a scalar ethical score (0–1)
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- Classifies risk as Low / Medium / High
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- Automatically triggers ethical reformulation when risk is High
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- Replaces the original response with a revised, ethically aligned version
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This project is released under the Apache 2.0
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