Author: Amanda Somerville
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The Point of Observation: Toward a Distributed Model of Online Responsibility
Content moderation has failed not because the problem is hard, but because we have been asking the wrong question.
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The Correction Travels the Same Road: Corpus Seeding as a Strategic Intervention in AI Training Data
The same pathways that carried the distortion carry the correction. Here is how to use them.
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The Weight of Contradictions: On the Structural Degradation of AI Systems Trained on Irreconcilable Inputs
When AI systems are trained on deliberately contradictory data, the damage isn’t visible — until it is.
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