AI and Education

Question 1

What is Artificial Intelligence (AI)?

Answer 1

• enables machines to perform tasks typically requiring human intelligence
• eg learning, problem-solving

Question 2

What is the purpose of AI in disease detection?

Answer 2

• improve diagnosis accuracy and efficiency
• eg detecting diseases like cancer, diabetic eye disease.

Question 3

What significant advancement did DeepMind’s AlphaFold achieve?

Answer 3

• predicts 3D shapes of proteins
• aid drug development and treatment targeting

Question 4

How does AI contribute to speech neuroprosthesis for ALS patients?

Answer 4

• translates brain activity into text
• communicate despite loss of voluntary movement

Question 5

Describe the role of AI in smart bed monitoring.

Answer 5

• remote monitoring of patients’ vital signs
• without invasive devices
• improve post-surgery care

Question 6

What are the SAE levels of driving automation?

Answer 6

• Level 0: no automation
• Level 5: full automation
• Baidu’s Apollo Go supports level 4 automation

Question 7

What is computer vision, and its application in healthcare?

Answer 7

• allows computers to interpret visual data
• analyze medical images and manage inventories

Question 8

How does Natural Language Processing (NLP) function?

Answer 8

• enables machines to understand and interpret human language
• facilitate translation, sentiment analysis, and chatbots

Question 9

What is Generative AI?

Answer 9

• AI that can create new content
• eg text, code, images, and music
• used in chatbots and content generation

Question 10

What are the impacts of AI on traditional education and assignments?

Answer 10

• pros: enhance creativity, provide personalized tutoring
• cons: plagiarism detection, assessment methods

Question 11

What is Multimodal AI?

Answer 11

• AI that processes and integrates info from multiple sources and formats
• eg text, images, and audio

Question 12

What is Sentiment Analysis, an application of NLP?

Answer 12

• analyze text data to determine the sentiment or emotional tone behind it
• gauge public opinion or feedback

Question 13

Describe T-Shaped VS M-Shaped skills

Answer 13

• T-Shaped Skill : deep knowledge in one specific area (the vertical bar) with broad ability to collaborate across disciplines (the horizontal bar)
• M-Shaped Skill : extension of the T-shaped model + possess deep expertise in multiple areas