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Learn Live - Fundamentals of Responsible Generative AI
Generative AI enables amazing creative solutions, but must be implemented responsibly to minimize the risk of harmful content generation.
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Learning objectives
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Generative AI enables amazing creative solutions, but must be implemented responsibly to minimize the risk of harmful content generation.
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Learning objectives
Describe an overall process for responsible generative AI solution development
Identify and prioritize potential harms relevant to a generative AI solution
Measure the presence of harms in a generative AI solution
Mitigate harms in a generative AI solution
Prepare to deploy and operate a generative AI solution responsibly
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Chapters
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00:00 - Introduction
06:58 - Learning objectives
15:18 - Microsoft's Journey in AI
17:29 - Microsoft's Responsible AI Framework
19:55 - Plan a responsible generative AI solution
24:28 - Identify potential harms
30:44 - Stages in responsible generative AI process
33:40 - Prioritize the harms
35:11 - Test and verify the presence of harms
41:27 - Measure potential harms
43:41 - Manual and automatic testing
47:02 - Mitigate potential harms
59:04 - Complete prerelease reviews
1:01:07 - Knowledge check
1:11:00 - Summary
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Presenters
Rod Trent
Cloud Security Advocate
Microsoft