Path7.Mod1.a - Responsible AI Dashboard - General Requirements and Goals

Question 1

Define Fairness

Answer 1

Treat everyone fairly, Avoid different treatment for similar groups

Question 2

Define Reliability and Safety

Answer 2

Manipulation is different from hacking.

Reliable, safe, and consistent. Operate as intended, handle unexpected situations well, and resist harmful manipulation.

Question 3

Define Privacy and Security

Answer 3

Transparency about data collection, use, and storage, empower users with control over their data. Treat data with care to ensure privacy.

Question 4

Define Transparency

Answer 4

When influencing life affecting, important decisions, people need to understand how those decisions were made and how the model works.

Question 5

Define Accountability

Answer 5

Be accountable for decisions that models may influence

MAINTAIN HUMAN CONTROL (Was part of AI-900)

Question 6

Define Inclusiveness

Answer 6

Systems should empower everyone and engage people

Question 7

ImpAss OverSigAdvImp FitforPur DatGovMgt HumOvandCon

The five Accountability Goals

Answer 7

• Impact Assessment: identify potential for significant adverse impact on people, organizations and society
• Oversight of Significant Adverse Impacts: Review and apply oversight on Impact Assessment
• Fit for Purpose: Systems provide valid solutions for problems they’re designed to solve
• Data Governance and Management
• Human Oversight and Control: Capabilities for supporting informed human interaction and control (trouble shooting, operating, alerting, etc)

Question 8

SysIntelDecMak ComtoStak DisAIInt

The three Transparency Goals

Answer 8

• System Intelligibility for Decision Making: Ensure systems are designed to support stakeholder needs for intelligibility
• Communication to Stakeholders: Info on capabilties and limitations so support informed choices about those systems
• Disclosure of AI Interaction: Inform people they are interacting with an AI system

Question 9

QoS AllReOpp MiniSterDemErasOut

The three Fairness Goals

Answer 9

• Quality of Service: Provide similar quality of service to all groups
• Allocation of Resources and Opportunities: Allocate to minimize disparities in outcomes for all groups
• Minimize Stereotyping, Demeaning and Erasing Output: Systems that describe, depict or represent people, cultures or societies should minimize these things.

Question 10

RSGuid Fai&Rem OngMonFeedEval

The three Reliability and Safety Goals

Answer 10

• Reliability & Safety Guidance: Operational factors are expected to perform reliably and safely, remediate issues and relate info to users
• Failures and Remediation: Minimize time to remediation for predictable or known failures
• Ongoing Monitoring, Feedback and Evaluation: Systems that describe, depict or represent people, cultures or societies should minimize these things.

Question 11

PSC SPC

The Two Privacy and Security Goals

Answer 11

• Privacy Standard Compliance: Protect privacy. Simple.
• Security Policy Compliance: Systems must be secure w.r.t. Cybersecurity

Question 12

The One Inclusiveness Goal

Answer 12

Don’t exclude anyone! LOL