- Why is it important to monitor and maintain AI systems over time?
- Changes in model reliability can be detrimental to outcomes and put people’s safety at risk.
- Changes in model reliability can lead to a freeze on a project’s funding.
- Changes in model reliability can hurt an organization’s ability to compete in the market.
- Changes in model reliability can hurt an organization’s stock price.
- Why is it important to articulate how AI systems reach conclusions?
- By articulating how AI systems reach conclusions, organizations can eliminate bias from the AI’s decision-making process.
- Articulating how AI reaches conclusions helps people identify the sources of biases or exclusionary practices, safety and privacy concerns, or accuracy and reliability issues.
- By articulating how AI systems reach conclusions, organizations can protect themselves from legal repercussions in cases where those decisions are allegedly biased.
- Organizations should not articulate how their AI systems reach conclusions because it exposes them to legal risk and possible IP theft.
- How can AI be used to address global climate issues in the agricultural industry?
- AI can be applied to data captured by drones and sensors to deliver actionable insight to farmers, increasing yield and reducing cost and environmental impact.
- AI can predict water scarcity, enabling suppliers to increase prices at optimal times to maximize profit.
- AI can predict weather patterns perfectly, increasing yields by allowing farmers to determine the best time to plant, fertilize, and harvest crops.
- AI-powered machinery will soon replace all humans in the agriculture industry, harvesting crops faster and at a higher volume.
- According to the Microsoft governance model, under what conditions would a sensitive use case be categorized as “infringement on human rights”?
- The scenario involves using AI in a way that could create a significant risk of physical harm to an individual.
- The scenario involves using AI in a way that could possibly result in a significant restriction of personal freedom, speech, assembly, or privacy.
- The scenario involves the use of AI in a way that may directly result in the denial of consequential services or support to an individual.
- The scenario involves using AI in a way that could create a significant risk of emotional harm to an individual would be categorized “infringe on human rights.”