AI 900

• privacy and security

• reliability and safety

• transparency

• inclusiveness

• Knowledge mining

  Computer Vision

  Conversational AI

• Conversational AI

  Computer Vision

  Natural Language Processing

• Anomaly detection

  Computer Vision

  Natural Language Processing

You are designing an AI system that empowers everyone, including people who have hearing, visual, and other impairments.
This is an example of which Microsoft guiding principle for responsible AI?

• Fairness

• Inclusiveness

• Reliability and safety

• Accountability

Answer explanation

Inclusiveness: At Microsoft, we firmly believe everyone should benefit from intelligent technology, meaning it must incorporate and address a broad range of human needs and experiences. For the 1 billion people with disabilities around the world, AI technologies can be a game-changer.

• Inclusiveness

  Accountability

  Fairness

• Fairness

  Accountability

  Inclusiveness

• Reliability and safety

  Accountability

  Privacy and Security

Answer explanation

Box 1: Reliability and safety -


Box 2: Accountability -


Box 3: Privacy and security -

• inclusiveness

• accountability

• reliability and safety

• fairness

Answer explanation

Reliability and safety: To build trust, it's critical that AI systems operate reliably, safely, and consistently under normal circumstances and in unexpected conditions.
These systems should be able to operate as they were originally designed, respond safely to unanticipated conditions, and resist harmful manipulation.
Reference:
https://docs.microsoft.com/en-us/learn/modules/responsible-ai-principles/4-guiding-principle

You are building an AI system.
Which task should you include to ensure that the service meets the Microsoft transparency principle for responsible AI?

• Ensure that all visuals have an associated text that can be read by a screen reader.

• Enable autoscaling to ensure that a service scales based on demand.

• Provide documentation to help developers debug code.

• Ensure that a training dataset is representative of the population

• Computer vision

  Natural language processing

  Anomaly detection

  Machine Learning(Regression)

• Natural language processing

  Anomaly detection

  Machine Learning(Regression)

  Computer vision

• Natural language processing

  Learning(Regression)

  Computer vision

  Anomaly detection

  Machine

• Key phrase extraction

• Language detection

• Named Entity Recognition(NER)

• Sentiment Analysis

Answer explanation

What are three Microsoft guiding principles for responsible AI? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

• reliability and safety

• decisiveness

• inclusiveness

• fairness

• opinionatedness

• image classification

• object detection

• optical character recognizer (OCR)

• semantic segmentation