• Grapple with ethics through ad-hoc discussions or on a per-offering basis
  • Implant strict, imprecise, and overly broad policies that lead to false positives in risk identification, stymie output and discredit the program ​
  • Fail to consider the entire value-chain from the upstream suppliers-of-suppliers to the downstream customers-of-customers ​
  • Roll out high-level ethical principles but fail to operationalize techniques & technologies that track or follow up on mitigations​
  • Take an academic approach that does not speak to the organization’s concrete use cases

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