Open Source is Not Enough: The Importance of Algorithm Transparency
These are slides from Rachel Shadoan's OSBridge talk on Algorithm Transparency. Opaque algorithms increasingly control our access to information, on the web and beyond. Why is that a problem, and what can we do about it?
• Control surfaces are clearly described • Algorithm steps and internal state can be scrutinized • Assumptions and models used by the algorithm are clearly described • Justification available for outputs produced
on? • What internal state does the algorithm maintain? • What assumptions/models does the algorithm use? • What control surfaces does the algorithm have? • For any given result, why was that result produced?
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