Chatbots, utilized to facilitate smoother customer interactions in various industries, employ _______ for understanding and generating human language.
- Computer Vision
- Natural Language Processing (NLP)
- Neural Networks
- Reinforcement Learning
Chatbots employ Natural Language Processing (NLP) for understanding and generating human language. NLP is a branch of AI that focuses on enabling machines to understand, interpret, and generate human language.
What is the relevance of "SLAM" in mobile robotics?
- Controlling robot temperature.
- Handling human-robot interaction.
- Mapping the physical environment.
- Monitoring battery life.
SLAM (Simultaneous Localization and Mapping) is crucial in mobile robotics for mapping the physical environment in real-time. It allows a robot to understand its location and surroundings, which is essential for autonomous navigation and decision-making.
How would you utilize AI in managing and optimizing a vast supply chain network in a retail business?
- Implement AI to schedule employee shifts.
- Use AI to forecast demand for products.
- Apply AI to create social media marketing content.
- Outsource supply chain management to third-party companies.
AI can be utilized in a retail supply chain to forecast demand for products accurately, helping in inventory management and reducing overstock or stockouts. Scheduling employee shifts and social media marketing content are not directly related to supply chain management.
Which technology plays a vital role in making AI systems adaptable?
- Augmented Reality
- Blockchain
- Cloud Computing
- Virtual Reality
Cloud Computing plays a vital role in making AI systems adaptable. Cloud services provide the infrastructure and resources needed for AI applications to scale, access data, and adapt to changing requirements easily.
How does the European Union aim to regulate AI technologies through its proposed Artificial Intelligence Act?
- Encouraging AI monopolies.
- Establishing clear rules for high-risk AI applications.
- Promoting AI without regulations.
- Providing tax incentives for AI development.
The European Union's proposed Artificial Intelligence Act aims to establish clear rules and regulations for high-risk AI applications. It includes requirements for transparency, data usage, and accountability to ensure the safe and ethical deployment of AI technologies.
Which organization is well-known for setting standards and guidelines in AI governance and policy-making?
- IEEE
- NASA
- UNESCO
- WHO
IEEE (Institute of Electrical and Electronics Engineers) is well-known for setting standards and guidelines in AI governance and policy-making. They play a crucial role in ensuring that AI technologies adhere to ethical and technical standards.
Imagine implementing an AI system to enhance customer support in a telecom company. How would you ensure that the AI does not compromise on the quality of support while handling a large volume of queries?
- Implement automated responses for all queries.
- Prioritize speed of response over quality.
- Use Natural Language Processing (NLP) to understand and respond to queries effectively.
- Ignore queries that seem complex.
Option C is the correct choice because using Natural Language Processing (NLP) can help the AI system understand and respond to queries effectively, ensuring both quality and scalability in customer support.
In robotics, what does the term "kinematics" refer to?
- The study of human emotions.
- The study of robot communication.
- The study of robot motion.
- The study of robot programming.
In robotics, "kinematics" refers to the study of robot motion. It involves analyzing how robot components move and interact to achieve specific tasks and trajectories, without considering the forces involved (which is the domain of dynamics).
Your team has developed an AI model for hiring, but upon review, you discover that it may be inadvertently favoring candidates of a particular gender. What steps would you take to rectify this, ensuring fairness and compliance with ethical guidelines?
- Exclude gender-related features from the model.
- Increase the weightage of gender as a feature to ensure fairness.
- Conduct a new hiring process manually to rectify the issue.
- Retrain the model on a balanced dataset and monitor results.
To rectify gender bias in AI hiring models, retraining the model on a balanced dataset is essential. This helps the model make fair decisions and ensures compliance with ethical guidelines.
Which of the following countries is not recognized as a major player in global AI developments?
- China
- France
- Germany
- United States
While the United States, China, and France are major players in global AI development, Germany also has a significant presence and contributions to AI research and development. It should not be considered as not recognized.