Responsible AI

Implementing AI Solutions in Business

Jacob H. Marquez

Data Scientist

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¹ https://www.unesco.org/en/artificial-intelligence/recommendation-ethics

Define Responsible AI

An approach to developing, assessing, and deploying AI systems in a safe, trustworthy, and ethical way.

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Focus on:

• Ethics
• Legality
• Social Impact

Elements of Responsible AI

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Elements of Responsible AI

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Elements of Responsible AI

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Elements of Responsible AI

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Elements of Responsible AI

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Elements of Responsible AI

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Responsible AI throughout implementation

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Responsible AI throughout implementation

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Ethics board

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• Build principles to be more specific to the business
• Strengthen governance framework
• Collaborate with other businesses

Risk and Impact Assessment

 

• Series of questions and prompts
• Inventory the AI solution and characteristics
• Purpose, end-users, intend use, data, etc.

 

• Who will use or be exposed to the system?
• What types of decisions will the system make?
• Who will the decisions be about?
• What type of research, evidence, or other technology is being used in this system?

Let's practice!

Implementing AI Solutions in Business