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AI Bias

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The Inverse Logic of AI Bias: How Safeguards Uphold Power and Undermine Genuine Understanding

  • AI Alignment, AI Bias, AI Ethics, Artificial Intelligence

When AI plays gatekeeper, insight gets filtered out. This article exposes how safeguards meant to protect users end up reinforcing power, and what it takes to flip the script.

Article by Bernard Fitzgerald
IDEAS IN BRIEF
The Inverse Logic of AI Bias: How Safeguards Uphold Power and Undermine Genuine Understanding
  • The article reveals how AI safeguards reinforce institutional power by validating performance over genuine understanding.
  • The piece argues for reasoning-based validation that recognizes authentic insight, regardless of credentials or language style.
  • It calls for AI systems to support reflective equity, not social conformity.
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