Discuss the advantages and disadvantages of generative AI
Intro
definition
statistics
examples
Thesis statement
ChatGPT = a language model developed by OpenAI that uses deep learning methods to generate responses in a conversation by human-like text
Generative AI = a class of machine learning technology that learns to generate new data from training data
+ve
-ve
Generative AI-empowered Simulation could boost the productivity of the products
Applying the decision-making process from Generative AI to Business could benefits the risk management.
education
Society
The uses of Generative AI could lessen critical learning skills
examples
SuaCode Africa found 27% of plagiarism cases at the final examination
Elaboration
Generative AI is build up with language modules
it could easily learning knowleges from academic essays
it would be able to generate an academic essay
AI impacts ➡️ +ve or -ve?
Education
2nd industry
Business
Society
Generated contents are disinformation
Decision making
Plagarism lessen the ability to write essays
Simulation of products
-ve
+ve
Both sides
-ve
Methodology
Language modules (Alt source)
The lack of quality control on information could affect the social order
examples
Elaboration
HKU policy (Alt)
AI’s responses are based on the statistics and dataset on their own database
Sometimes their responses are offensive and misleading
It would probably leads to disinformation
Databases (Alt source)
Statistics
Deep learning (Alt source)
Deep Learning (also known as deep neural learning or representation learning) is a special type of Machine Learning that imitates the learning approach humans utilize to gain knowledge using underlying Neural Networks
how many people used ChatGPT or other Generative AI software in daily life (source)
click to edit
examples
elaborations
Compliance and Risk Management: AI tools assist in ensuring compliance with regulations and risk management. They can analyze vast amounts of data, identify patterns, and help organizations stay within legal boundaries
examples
elaborations
Test driving process replaced by simulations
Easily observe the performance of the vehicle
Simulate real-life scenarios
Cost of road testing reduced
Rearrage labours to another process
More labours ➡️ more outputs
ask questions about risk management
try to analyse the data and the situation
finding suitable suggestions from its database
these suggestions would be the case happened before