Can ChatGPT recommend movies using machine learning?
In this video we see if ChatGPT can perform movie recommendations using a Collaborative filtering approach.
Prompting guide: https://github.com/openai/openai-cookbook/blob/main/techniques_to_improve_reliability.md
GPT-4 technical report: https://cdn.openai.com/papers/gpt-4.pdf
P5 Paper: https://arxiv.org/pdf/2203.13366.pdf
00:00 Introduction
00:49 The dataset
01:40 The problem
02:14 The expected final answer and results
02:34 Initial ChatGPT response
03:00 Prompt engineering
03:45 ChatGPT provides a reasonable solution
04:00 ChatGPT's final answer is wrong
04:11 Can ChatGPT self correct mis…
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Chapters (17)
Introduction
0:49
The dataset
1:40
The problem
2:14
The expected final answer and results
2:34
Initial ChatGPT response
3:00
Prompt engineering
3:45
ChatGPT provides a reasonable solution
4:00
ChatGPT's final answer is wrong
4:11
Can ChatGPT self correct mistakes?
4:54
Probing ChatGPT
5:25
ChatGPT's hallucination
6:50
ChatGPT is sycophantic
7:12
Conclusion
8:15
GPT-4
8:40
P5 model for recommendation
9:19
Can this be used in real-world?
9:56
Wrap up
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