Forbes January 20, 2025
Hamilton Mann

Currently, the performance of AI systems is predominantly—and, in some cases, exclusively—developed and praised for their capacity to enable autonomous operations, often at the expense of fostering collaboration among humans, thereby not augmenting but diminishing human intelligence.

This is because most AI systems neglect or overlook three critical dimensions—not of artificial intelligence, but of artificial integrity—necessary to ensure their outcomes uphold human values and societal benefits:

  • The “inner” (the system’s internal mechanisms, such as transparency, accountability, and decision-making integrity), and,
  • The “outer” (the system’s external impact on societal structures, ecosystems, and shared resources),
  • The “inter” (-relations, -mediations, -dependencies, -connectedness and -actions between the AI system, humans, and society).

Let’s drive home the importance of designing AI systems with...

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