chapters.vtt

WEBVTT

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Intro

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Start in AI: the origin story

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The non-traditional journey to work in Explainable AI (XAI)

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How background in Philosophy helps in XAI

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Overview of Explainable AI (XAI)

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Human-Centered Explainable AI (HCXAI)

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Motivating Story

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Turn to Algorithmic XAI

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Turn to Human-Centered XAI

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Beyond 1-1 Human-AI interaction: Towards a sociotechnical approach

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Expanding Explainability: Rethinking XAI beyond Algorithmic Transparency

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What is Social Transparency (ST)

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Study Sales Scenario

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Importance of Social Transparency to promote holistic Explainability

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Scenario-based Design Study of 4Ws (who did, what, when, and why)

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Crew Knowledge

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Relaive importance of the 4Ws (who, what, when, why)

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Challenges with Social Transparency

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Implementing Social Transparency in a real-world system

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How does Social Transaprency impact on XAI Research Community

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Reception of ST by Research Community

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Recent paper: The Who in XAI-- how AI background impacts XAI interpretations

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Recent paper: Explainability Pitfalls-- how to handle UNintentional negative effects of XAI

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The Current State of Human-centered XAI

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What's Next for HCXAI?

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Interests Outside Research + Outro