1.1 Discuss the concept of bias in AI and machine learning. In answer, explain the ethical concerns associated with biased algorithms and suggest at least three measures that organizations can implement to ensure fairness, transparency, and accountability in AI systems(4 Marks)

4.3 Describe two different ways to share a Word document with others. Explain the advantages and limitations of each method.(5marks)

4.4 Explain what "views" are in Microsoft Word. Describe three different document views available in Word and when each view would be most useful.(5marks)

4.2 Describe the concept of "font" in word processing. Explain how font choice affects document readability and professionalism, and list three considerations when choosing fonts for a document. (5 marks)

4.1 Describe the main elements of the Microsoft Word interface (Ribbon, Quick Access Toolbar, Status Bar). Explain the purpose of each element and how it helps users work with documents (5 Marks)

3.2.1 Explain the difference between high-level languages and low-level languages. Provide examples of each type, including Python, Java, C++, JavaScript, Assembly language, and C. Discuss the primary use cases of these languages and how they are applied in various fields like web development, data science, game development, and system programming.(15 Marks)

3.1.1 Describe the five-step ethical decision-making process. Explain how each step contributes to making responsible and moral decisions in this business context."(15 Marks)

2.3 Define and explain corporate ethical failures and their consequences, providing examples of how such failures have affected businesses and their stakeholders.(10 Marks)

2.2 Name and explain five main types of websites, and how do they differ in terms of their purpose and features? Give examples of each type and explain how they are built to serve different audiences and needs.(10 Marks)

2.1 Describe the role of an Operating System (OS) and its key functions in managing hardware and software resources. Provide 5 types of operating systems that can be used in a corporate environment and identify the devices each OS is typically used on.(10 Marks)