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Confidence-aware: when context is weak or ambiguous, TESS defers rather than manufacturing certainty. 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TESS explores what happens when context comes first. 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Human-in-the-Loop / Control: AI surfaces risk signals but does not take action. Users retain full control over how to respond. Augmentation over Replacement: Safety features enhance user awareness rather than making social decisions on the user’s behalf. Transparency & Explainability: Interventions are framed as indicators, not definitive judgments, supporting informed decision-making. Fairness & Non-Discrimination: Detections focus on behavioral patterns, avoiding identity-based labeling or stigmatization. Privacy & Security: Analysis occurs within private conversations without exposing or persisting sensitive content. User-Centered Design & Empathy: UX language emphasizes support and safety, not enforcement or alarm. 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