AI Analysis and Smart Assistant Design ASAP

Project for Presenation Work Artificial Intelligence Important Note: This assignment consists of five questions (Q1, Q2, Q3, Q4, and Q5). ANSWER Q1 AND 2 AND PICK BETWEEN 3-5 Develop an understanding of key AI techniques. Apply AI to solve practical problems Learning outcome Understand the agent-based environment view in AI Learning outcome 4 Analyse large datasets, to derive inferences Question 1 Select a cutting-edge AI technology that has garnered significant attention in recent media coverage, including news articles, television segments, or online platforms. Conduct a thorough analysis of the technology, its implications, and its trajectory within the realm of artificial intelligence. Prepare a PowerPoint presentation (up to three slides) and a video presentation (not exceeding 3 minutes) showcasing your findings. Turning on the camera is not mandatory, but it is encouraged. Submission Requirements: o 2. Slide 1: Technology Overview and Demonstration: o Provide a comprehensive overview of the chosen AI technology, including its purpose, key functionalities, and target applications, showcasing its capabilities and how it interacts with users or its environment. 3. Slide 2: Evolution and Impact of AI Technology: o Trace the evolution of this AI technology, highlighting significant milestones in its development. Analyze the broader implications of this technology on society. Explore the future trajectory of this AI technology, including anticipated advancements, potential challenges, and its role in shaping future AI landscapes. Video Presentation Guidelines: • Introduction (~30 seconds): o Introduce yourself and provide context for the chosen technology. • Slide 1 Presentation (~1 minute): o Explain the technology in detail, emphasizing its significance and functionality. Include the demonstration you may have prepared. • Slide 2 Presentation (~1 minute): o Discuss the historical evolution, societal implications, and future prospects of the technology, providing a nuanced analysis that showcases critical thinking. • Conclusion (~30 seconds): o Summarize your findings and reflect on the importance of understanding AI technologies in today’s world. Evaluation Criteria: • Depth of analysis and critical thinking demonstrated in the presentation. (10 marks) • Clarity and coherence of the presentation slides and video. (5 marks) • Engagement and professionalism in video delivery. (5 marks) • Use of visuals and demonstrations to enhance understanding. (5 marks) Question 2 Imagine you are designing a new smart home assistant, similar to popular systems like Google Home or Amazon’s Alexa. The assistant must respond to voice commands from the user, perform some particular tasks, and interact naturally with the users. (a) Using the PEAS framework (Performance, Environment, Actuators, Sensors), develop your own detailed analysis of this smart home assistant. Instead of a general description, provide examples of real-world scenarios to illustrate each component. Make sure to discuss how each element contributes to the assistant's ability to function in a home environment. • Performance: How would you define "success" for your assistant? Provide at least two measurable performance criteria. • Environment: Identify key aspects of the home setting. What kinds of environments or conditions should the assistant be able to handle? Explain with examples. • Actuators: Describe specific actions your assistant would take and explain why these are the most relevant actions. • Sensors: Detail the types of input your assistant needs to function effectively, based on the home environment. What challenges might these sensors face? (b) Evaluate the environment in which the smart assistant operates based on the following properties. For each, give specific examples from your personal experience or a hypothetical household. You must also provide a detailed explanation for why each characteristic applies to your assistant. • Fully versus partially observable: Explain why the assistant may not have complete knowledge of the environment in all cases, and how this impacts its performance. • Deterministic versus stochastic: Discuss whether the assistant’s environment is predictable or involves uncertainty, providing examples of unexpected situations the assistant might face. • Episodic versus sequential: Does the assistant’s behavior depend on previous interactions? Why? • Static versus dynamic: How does the environment change over time, and what challenges does that pose for the assistant? • Discrete versus continuous: Is the assistant's interaction with the environment made up of distinct events or a flow of continuous information? Why? • Single versus multi-agent: Are there other systems or agents (human or AI) interacting with your assistant? Justify your answer with examples from a smart home setting. (c) Based on your analysis of the environment and tasks, propose an agent design for your smart home assistant. Choose from one of the following agent types: • Simple reflex agent • Model-based agent • Goal-based agent • Utility-based agent • Learning agent Justify your answer with explanation. Question 3 [25 Marks] A state space graph is shown in Figure 3.1. Figure 3.1. For each of the following AI search strategies, work out the order in which states are expanded, as well as the path returned by graph search. S: Initial State G: Goal State (a) Depth-First Search (DFS) • Describe the order in which states are expanded. • Identify the path returned from the initial state (S) to the goal state (G). (b) Breadth-First Search (BFS) • Describe the order in which states are expanded. • Identify the path returned from the initial state (S) to the goal state (G). (c) Iterative Deepening Search (IDS) • Describe the order in which states are expanded at each depth level. • Identify the path returned from the initial state (S) to the goal state (G). (d) Uniform Cost Search (UCS) • Describe the order in which states are expanded based on cumulative costs. • Identify the path returned from the initial state (S) to the goal state (G). Question 4 Consider the following joint probability distribution of X and Y shown in Table 4.1. Table 4.1. Find: (a) P(X=1, Y=2) (b) P(X=0, 1≤Y<3) (c) The marginal probability function for X and Y (d) The conditional probability function for X given Y=1 (e) Are X and Y independent? Why? 4.2 What is the probability of any of the following events? Please provide details of your calculations, if required. Table 4.2. A. P(X=true | Y=true) ? B. P(X=false | Y=true) ? C. P(Y=false | X=true) ? D. Are X and Y independent? Why? Question5 Programming Question Please include your name and student ID on the first line of your code. A state space graph is shown in Figure 5.1. S is the start state, and J is the goal state. Your task is to write a program using Breadth-First Search (BFS) to find the shortest path from S to J. Requirements: 1. Implementation: o Write a BFS algorithm to solve the search problem. 2. Output: o Print the order of nodes as they are explored. o Print the shortest path from S to J. 3. Original Work: o Ensure your code is original and not copied from online sources. Figure 5.1