Lesson 4.1: Ethical Issues in AI

Bias and fairness: AI algorithms can inherit biases from training data, leading to unfair decisions. Ensuring fairness is a critical concern.

Privacy concerns: AI's ability to process personal data raises privacy questions. Striking a balance between usefulness and privacy is important.

Lesson 4.2: The Future of AI

Emerging trends and developments: AI is advancing rapidly. Emerging technologies like quantum computing and improved neural network architectures are shaping the future.

Impact on various industries: AI is revolutionizing industries like healthcare, finance, manufacturing, and more, making processes more efficient and accurate.