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Discuss the advantages and disadvantages of generative AI, AI impacts ➡️…
Discuss the advantages and disadvantages of generative AI
Intro
definition
Generative AI = a class of machine learning technology that learns to generate new data from training data
https://arxiv.org/pdf/2003.07679v1.pdf
statistics
how many people used ChatGPT or other Generative AI software in daily life (source)
examples
ChatGPT = a language model developed by OpenAI that uses deep learning methods to generate responses in a conversation by human-like text
https://eber.uek.krakow.pl/eber/issue/view/45/Vol%2011%20No%202%20%282023%29%3A%20June%202023
(P.8)
Thesis statement
Methodology
Language modules (Alt source)
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
https://onlinelibrary-wiley-com.eproxy.lib.hku.hk/doi/pdfdirect/10.1002/9781394190034?download=true
+ve
Generative AI-empowered Simulation could boost the productivity of the products
examples
https://arxiv.org/pdf/2302.08418.pdf
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
Applying the decision-making process from Generative AI to Business could benefits the risk management.
examples
https://publish.thescienceinsight.com/index.php/msbd/article/download/63/44
elaborations
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
-ve
education
The uses of Generative AI could lessen critical learning skills
examples
SuaCode Africa found 27% of plagiarism cases at the final examination
https://link-springer-com.eproxy.lib.hku.hk/content/pdf/10.1007/978-3-030-78270-2_37?pdf=chapter%20toc
HKU policy (Alt)
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
Society
The lack of quality control on information could affect the social order
examples
https://eber.uek.krakow.pl/eber/issue/view/45/Vol%2011%20No%202%20%282023%29%3A%20June%202023
Elaboration
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
AI impacts ➡️ +ve or -ve?
Education
Plagarism lessen the ability to write essays
-ve
2nd industry
Simulation of products
Both sides
Business
Decision making
+ve
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
Society
Generated contents are disinformation
-ve