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Ethics & Safety: How NILES Mitigates Bias

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Written by Rachel

Our Ethical Commitment NLI is committed to responsible AI deployment. We have classified NILES as a "Limited Risk" system under the EU AI Act because its primary function is human-to-AI interaction for coaching, not automated decision-making.

How We Protect Your Experience

  1. Bias Mitigation (SEEDS®): NILES is deeply trained on NLI’s proprietary SEEDS® model to identify and mitigate over 150 types of unconscious bias.

  2. Psychological Safety (SCARF®): The system is engineered to avoid language that could trigger a social threat response, ensuring your coaching environment remains a "safe harbor" for growth.

  3. No Identity-Based Profiling: NILES does not gather or infer protected characteristics like race, gender, or religion. It listens to you as a unique individual, focusing solely on your self-reported reflections.

Continuous Monitoring We perform regular audits of model outputs to check for "model drift" and ensure the coaching remains aligned with NLI’s high ethical standards.

Privacy We never train on or sell your data. Your data is completely safe and confidential - always.
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​Regular Impact Assessments NILES undergoes regular bias and impact assessments, which ensure user safety and response quality are always at the forefront of our decisions making

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