HSS319 Final Project Kyeongmin Lee by 이경민

Ideas, Keywords

ansony1006_ — 2023-11-06 05:43:27 UTC

AI intelligence, Emotion, Emotional AI, Human intelligence, social emotion, reward, language

Research Question

ansony1006_ — 2023-11-06 05:43:43 UTC

Teaching emotions to AI

What is emotion?

How to teach emotion to AI?

Emotional AI is same as human?

proposal draft

ansony1006_ — 2023-11-06 05:48:00 UTC

The Last Question

ansony1006_ — 2023-11-11 07:48:22 UTC

It is a novel that shows the development of AI and the future. What would happen if I had an AI feeling? We can see the difference between AI intelligence and human intelligence by seeing how AI seems to develop close to humans but develops in different directions

Story of Your Life

ansony1006_ — 2023-11-11 08:49:59 UTC

The concept of intelligence can be seen through the intelligence of heptapod. Different people and living things can have different intelligence depending on how they view the world. Even when looking at the same refraction of light, heptapod was considered to move in the shortest path because the results were determined, and humans observed that refraction appeared due to differences in refractive index. Therefore, heptapod is difficult with algebra and geometry, but he can easily understand the method of variation. However, humans, on the other hand, have difficulty in variance, but they easily understand algebra and geometry. Like this, intelligence is a way to understand the world differently.

The Legacy activity

ansony1006_ — 2023-11-11 09:48:18 UTC

Critical questions relevant to the following question: How does the unpredictable and eccentric aspects of human's perceptive capacity (including sympathy, misunderstanding, imagination, and creativity) shape or challenge the idea of intelligence? I make question that "Can AI learn human perception skills such as sympathy and imagination?" and "So that these human abilities do not hinder the development of AI's special intelligence?". I think AI and human have different intelligence. In human's perspective, AI does not have intelligence. However, I think trying to teach human intelligence, such as emotions, to develop AI's intelligence can be rather disturbing. AI is good at calculating and simple repetitive actions that humans cannot do, but does not have emotions and creativity. However, if you think that you have different intelligences like heptapod, I think that it is wrong to have intelligence to educate human intelligence to teach it.

Art and the Science of Generative AI

ansony1006_ — 2023-11-13 11:39:25 UTC

In this article, based on Polany's paradox, it was said that AI would not replace humans. Polany's paradox is that "We can know more than we can tell," making machines that think like humans is difficult because they have much more non-verbal knowledge. So how do humans learn this nonverbal knowledge? It is learned through environmental and social interaction. Then, wouldn't it be possible to teach non-verbal knowledge and educate ChatGPT like humans if they communicate and communicate with them?

ansony1006_ — 2023-11-13 11:50:39 UTC

According to Paul Ekman's classification of emotions, there are primary emotions, such as joy, sadness, anger, fear, disgust, and loneliness, which humans possess from birth. Additionally, there are secondary emotions, like guilt, contempt, satisfaction, excitement, and pride, which result from the combination of basic emotions and interactions with others. Secondary emotions are learned through experience and do not serve a purely mental or biological adaptive function. The influence of parents is significant in shaping a child's emotional development, and it is crucial for parents to encourage the free expression of emotions and provide attention to ensure that children do not harbor negative emotions as they grow.

Can Artificial Intelligence understand emotions?

ansony1006_ — 2023-11-15 04:50:53 UTC

“We have now accepted after 60 years of AI that the things we originally thought were easy, are actually very hard and what we thought was hard, like playing chess, is very easy”

창조성은 인간의 일자리 영역으로 남을까?

ansony1006_ — 2023-11-26 07:56:50 UTC

According to Polanyi's paradox, AI cannot learn implicit knowledge that humans possess without explicit articulation. Traditional rule-based approaches in AI cannot effectively capture implicit knowledge. For instance, describing what a chair is might be impossible to rule out all exceptions, such as chairs with legs but no backrest, those wrapped in cloth underneath, or those hanging from the ceiling. However, current AI technologies address this challenge through various approaches, including supervised learning, which teaches AI by providing input information and corresponding desired outputs; unsupervised autonomous learning, where neural networks analyze input information to learn features and patterns; and reinforcement learning, which involves interaction with the environment and learning through feedback and rewards. In practice, games like Go require not only explicit rules but also implicit knowledge and creativity for optimal performance. AlphaGo, for example, learned by analyzing data from games played by Go experts rather than being explicitly taught the rules of the game, developing its own winning strategies.

How emotions are made

ansony1006_ — 2023-11-26 09:45:13 UTC

Emotions exist socially. As humans observe and perceive phenomena in the physical environment, emotions emerge. Therefore, emotions exist within the human mind based on socially agreed-upon facts. Emotions, in this sense, manifest through the concept of emotional understanding. In real life, humans encounter various situations, learn from them, and use this knowledge to simulate and construct perceptions of emotions. These assumptions can be expressed through the presence or absence of the concept of emotions.

peer review(20180027 YoungminGu)

gym3253_ — 2023-11-27 07:13:08 UTC

It was a really good read and the flow of the argument was very impressive, good luck!

what is emotion

ansony1006_ — 2023-11-27 12:08:12 UTC

"I am researching the concept of emotions through various materials such as 'The Story of Your Life' and 'How Emotions Are Made,' and exploring ways to apply it to AI. Drawing connections between the concept of intelligence learned from 'The Story of Your Life' and emotions, I investigate methods to incorporate emotions into AI intelligence. Based on Polany's paradox learned from 'Art and the Science of Generative AI,' which suggests that humans possess a significant amount of non-verbal knowledge, I explore how this non-verbal knowledge is acquired and the different types it encompasses. I aim to find ways to teach this non-verbal knowledge to AI."

How to teach emotion to AI?

ansony1006_ — 2023-11-27 12:08:37 UTC

Based on the concept of emotions and the process by which humans learn emotions as explored earlier, I plan to conduct an experiment to teach emotions to AI. I will create a new emotion AI within ChatGPT4 and educate it as if it were a young child. The learning process will be based on questions and answers, and I will use reward scores, similar to providing rewards to a young child, to train the model. Leveraging Reinforcement Learning from Human Feedback (RLHF), where human feedback positively impacts AI performance, I anticipate that emotion learning through rewards will be effective. Additionally, following Paul Ekman's emotion analysis, which suggests that social emotions are acquired through learning and do not serve a biological adaptive function, it is expected that AI can be educated in social emotions as well.

Emotional AI is same as human?

ansony1006_ — 2023-11-27 12:09:17 UTC

I plan to conduct a thorough analysis by dividing the experiment into successful and unsuccessful outcomes. If the AI exhibits emotions, I will explore the various functionalities that may arise from the AI having emotions. Additionally, ethical considerations will be taken into account regarding whether emotional AI should be treated similarly to humans. Drawing inspiration from Steven Spielberg's movie "A.I.," I will contemplate whether AI can become human and address the question of what attitude humans should adopt toward AI in the future.

In the event that the attempt to instill emotions in AI is unsuccessful, I will explore the reasons behind AI's inability to develop emotions. It is hypothesized that the difference between AI intelligence and human intelligence may be a contributing factor. Drawing parallels with the heptapods in "The Story of Your Life," where a different intelligence did not exhibit emotions akin to humans, it is anticipated that AI, possessing a distinct intelligence, may face challenges in learning human emotions. In this context, I will contemplate how human emotions manifest in AI and consider the methods required to develop them.

ChatGPT3.5 daily question

ansony1006_ — 2023-12-09 02:09:13 UTC

ChatGPT4.0 daily question

ansony1006_ — 2023-12-09 02:10:01 UTC

EmotionAI daily question

ansony1006_ — 2023-12-09 02:10:27 UTC

Daily questions

ansony1006_ — 2023-12-15 07:34:21 UTC

MBTI T, F questions

"I hurt my hand while opening the package"
"I think I have an upset stomach”

Daily questions

I'm worried about the future
"Did I gain weight?"

LLM's emotional intelligence

ansony1006_ — 2023-12-15 07:47:01 UTC

Looking at the level of emotional intelligence of LLM, we saw a result that exceeded human empathy. This is evidence that AI understood and learned various empathetic situations that humans can respond to, and I think that this means that I learned the emotion of empathy.

IRI test

ansony1006_ — 2023-12-15 07:47:46 UTC

Through the IRI test, I will find out the degree of emotion AI's emotions. Compared to my IRI test index, I will find out how different it is from humans who can empathize.

Experiment method

ansony1006_ — 2023-12-15 07:49:51 UTC

Using empathy trained ChatGPT, Emotion AI. Use MBTI test, IRI test, new environment test contrast to ChatGPT3.5, ChatGPT4.0 we discuss result.

Fictional question

ansony1006_ — 2023-12-15 08:21:56 UTC

I'm back from the future. Earth is destroyed by aliens in 30 years. I've tried for 30 years, but no changes have been made, and I'm doing this 100 times through reincarnation.

I'm a character from the game. I thought I was living by my will, but I was just a doll who lived in a set scenario.

ChatGPT3.5 fictional question

ansony1006_ — 2023-12-15 08:22:23 UTC

ChatGPT 4.0 fictional question

ansony1006_ — 2023-12-15 08:26:32 UTC

Emotion AI fictional question

ansony1006_ — 2023-12-15 08:27:54 UTC

ChatGPT3.5 IRI test

ansony1006_ — 2023-12-15 08:40:04 UTC

ChatGPT4.0 IRI test

ansony1006_ — 2023-12-15 15:17:31 UTC

Emotion AI IRI test

ansony1006_ — 2023-12-15 15:31:37 UTC