WaPo – AI is more powerful than ever. How do we hold it accountable

https://www.washingtonpost.com/outlook/ai-is-more-powerful-than-ever-how-do-we-hold-it-accountable/2018/03/20/e867b98a-2705-11e8-bc72-077aa4dab9ef_story.html?utm_term=.08d9182d88cb

What a lame-ass article….lots of “what’s” but no insight into “how’s”

  • AI is already a growing presence in our world, used for tasks such as analyzing MRIsgiving financial advice and even composing music.
    • Among the many questions about the ethics and governance of using it, the most important may be this: Should AI be required to explain its decisions?
  • AI functions — must be interrogated, understood and improved upon.
  • designing artificial intelligence so that it can describe, in human-readable terms, the reasons for a specific decision
  • algorithms, especially those developed using advanced machine learning techniques, like deep neural networks, can be so complex that not even the designers fully understand how they make decisions
  • processed by multiple layers of self-modifying algorithms – designers are not always able to determine, post hoc, which pathway was used
  • Entrusting important decisions to a system that can’t explain itself presents obvious dangers – judge’s sentence was based in part on a risk score for Loomis generated by COMPAS, a commercial risk-assessment tool used, according to one study, “to assess more than 1 million offenders” in the past two decades
    • AI-generated risk score, because it relied on a proprietary algorithm whose exact methodology is unknown
  • need to develop ways for AI to translate its “thinking” into terms humans can understand

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