Preparation for Omoikane Study Group

I put together materials for a one-hour internal study session while conversing with ChatGPT.

Preparation for Omoikane Study Group

This can be interpreted as a task with a deadline to "tell people about the project" and "create materials for it".

I thought it would be an interesting topic to see how GPT could assist with this task, so I'll give it a try.

Comments and impressions are welcome for all locations. The chat logs will guarantee the timeline of the experimental logs, so we'll write here in a Scrapbox-like mess.

initial chat

I'm planning to explain at a Cybozu internal study session about software implementations such as the Omoikane project and Komorebikagami that I've been working on recently. You, as the assumed audience, are welcome to share your thoughts with me and ask questions about what you don't understand.

I thought I should put it in and explain what it would lead to in the future, because I'm not sure about this at this stage at that time.

The reason why I brought this up is because the most recent project I did, "AI writing to Scrapbox," is classified in this category.

Ah, yes, notice: not only abstract or future talk, but I want to see a good connection between that and what has already been achieved or is being implemented.

They asked me three questions at the stage where I told them about Omoikane.

I expected an immediate answer to this to get lost before we got to the Komorebikagami story.

So, instead of answering the question directly, we first shared the entire current

This allowed us to expand from "Omoikane project and software implementations such as Komorebikagami" to "Scrapbox-based AI chat creation project" without getting lost.

Maybe a good explanation as to how to use it would be nice.

I had them create a summary for the recap and made the chat loosely coupled.

What are the specific ways in which AI will assist in the Omoikane project? For example, in what areas will AI assist with plot generation, character development, dialogue creation, etc.?

Personally, I like the use of having a near-future science fiction plot created, cost-effective.

This is because I consider "effectiveness" to be "prototyping".

What are some specific insights or lessons learned from the science fiction stories you have written? Can you give specific examples of how these stories make you think about the future of AI?

In a setting where local government has gone digital due to a lack of manpower, we created a story of those in favor of it and those against it.

At first I subconsciously thought that older people who resist change are unhappy by their choice.

What are the main benefits of using AI to create narratives? And what are the biggest challenges in this project?

Some people are not good at making these future predictions in the first place, and even if they could make them, they would make narrow predictions due to implicit bias.

Like a forecast circle in a typhoon forecast

Mechanical assistance here can reduce costs.

What are the specific goals of the "Comorebikagami" project? What new experiences do you aim to offer users?

What parts of Polis do you feel need improvement? What specific improvements do you plan to make?

nishio.icon

First, there is little affinity for social networking.

There is no ability to share the questions themselves, and the questions are randomly shuffled, so even if someone has some strong opinions, they can't spread the word.

Second, reward feedback is weak.

After you have voted on a few cases with the visualization displayed, you will get feedback that your icon is moving.

Visualization experience is difficult to control.

The voting feature on Twitter allows you to see the results with one click, which is better as a reward.

What are the main technical challenges in implementing the platform?

Need to secure a server to keep computing

The fact that its server is a Clojure implementation is also troublesome.

How will the information for and against collected by the "Komorebikagami" platform be used to train the "Community AI"?

Disagreements create opportunities for discussion.

If there are more "bad" responses, that information can be included in the training data to train the AI to behave more favorably.

How will the Scrapbox-based AI Chat Creation Project use Scrapbox data to train AI chatbots?

You mentioned that "Community AI" understands and expresses the issues of individual communities.

It becomes something that we can actually ask questions about.

Community members can challenge the "community atmosphere" without taking social risks

"I don't understand what you mean when you think SF prototyping is useful?" And so on.

The AI's response to this will generate a lot of discussion about "yes," "no, not enough words," or "no, it's not."

Discussions start with conflicts of opinion, but Japanese culture represses the creation of conflicts, and it is useful to reduce the psychological cost of this step by supporting AI.

chat2

What specific AI techniques does the Omoikane Project use to generate science fiction? Also, do you have any criteria for evaluating the quality of the stories generated by AI?

I better actually show them.

To stop producing anything because you think you have to produce things in a perfect state from the beginning.

It would be better to first produce something of low quality and then improve it, but I raise the hurdle in my own mind and think, "This is not good enough.

But you are delaying the release of the work by insisting on "short-sighted perfection" by "yourself alone," and you are forcing the work into a state where you cannot get "feedback from many people.

"I'm trying to be perfect," he says, "but I'm getting away from perfection.

Metaphor for [vegetative growth

Pulling does not grow, create an environment and wait.

How will the Polis voting function be improved and what new features will be added in the "Komorebikagami" project? Also, what specific techniques do you have in mind to improve the affinity with Polis?

We will do the visualization so that users can feel the value even if there are few users.

Hopefully in the future we can have a conversation with a chatbot on that subject.

I don't think affinity with Polis is necessary, trying to make updates to Polis will reduce freedom.

Now is the phase where exploratory trial and error should take place

I think any system designed before GPT4 should be reviewed.

Not that the previous system would instantly lose value...

When a new component is created, the existing system is already structured to provide user value without that component, so trying to add a new component to it will only result in a non-essential add-on

Assuming that new components are available, we must consider what we need to do to create customer value

Can you tell us exactly what will be learned from the Scrapbox data?

In building a "community AI," how do you learn about the culture and opinions of a particular community? And how will the learned information be used to express the specifics?

It would be good if the text data of the exchange could be automatically extracted from the communication platform (groupware) primarily used by the community.

To use a figurative expression, "the AI is watching every conversation in the community."

I'm doing it in Scrapbox now because it's convenient for automatic export in JSON format.

The good news is that there are a number of public and private communities

As a start, anything with text data is good.

But even if you build a chatbot that learns these things as a start, it's not very interesting if you can't build a feedback loop for it.

Awareness: I would like to see not only abstract and future talk, but also a good connection between that and what has already been achieved and what is being implemented.

So you can't verbally say, "This is what the Omoikane project is.

The Omoikane Project specifically uses ChatGPT to generate science fiction. However, in terms of narrative quality, we advocate avoiding high self-standards due to bad perfectionism, and instead producing low quality first, and then improving upon it. We believe that perfectionism should be achieved through sharing and feedback, and that the desire for authorship and ownership inhibits this.

Improvements to the Polis voting functionality in the "Komorebikagami" project will be implemented by providing immediate feedback to users when they vote, and by creating a visualization that even a small number of users will find valuable. In the future, it is anticipated that the ability for users to converse with chatbots about themes will be added. However, we do not aim to strengthen our affinity with Polis, and we take the position that older systems should be revised to be compatible with newer components (e.g., GPT-4).

In the "Scrapbox-based AI Chat Creation Project," Scrapbox data is used not to "train" AI chatbots, but for Retrieval-Augmented Text Generation, or text generation enhanced by search.

To build a "community AI," text data will be extracted from communication platforms that are primarily used by the community, and used as material for training by the AI. However, we recognize the importance of not only data extraction and learning, but also a feedback loop.

In general, he believes that these projects should be connected not only to abstract stories of the future, but also to concrete actions that have already been realized or are being implemented, and that the sub-projects of the Omoikane project are connected by "family resemblances.

made him ask more questions

First, I found your explanation of "bad perfectionism" and "good perfectionism" very interesting. If you could explain how this is reflected in the Omoikane project with specific examples, I would understand it better. For example, could you give us a specific SF story generation process and steps for improvement through feedback?

Next, we heard about the "Komorebikagami" project to improve the Polis voting feature. The idea of making feedback immediately available is very interesting, as it seems to improve the user experience. However, I would like to know more details on how exactly that will be implemented. Also, I would like to hear more about the part "we are not aiming to strengthen the affinity with Polis" and why.

Regarding the "Scrapbox-based AI chat creation project," it was explained that Scrapbox data will not be used for "learning" but for "text generation enhanced by search." I would like to know a bit more about the specific process by which this is done, e.g., how Scrapbox data is incorporated into the AI chatbot and how it helps with text generation.

I'll explain in more detail at the workshop or...

Finally, regarding "community AI," I understand the importance of text data extraction and its feedback loop. However, I would like to hear more about its specific implementation. For example, how is the process of extracting text data from a particular community and then having the AI learn it? Also, I would be interested to hear specific examples of how the feedback loop is constructed and how it contributes to the AI's learning and representation.

The "text data is extracted from a specific community and the AI learns from it" is the same as the above mechanism.

The feedback loop begins with chatbot and user chat logs that are shared with the entire community

You can vote yes or no on each of these exchanges, and discuss better answers, etc.

These are my impressions and questions based on the understanding I gained from this briefing. It was very interesting to hear how each project is progressing and how they are working together. A more detailed explanation would be helpful to further deepen our understanding.

memo

If I had to sum up the Omoikane Project in a few words, I would say "combining sci-fi prototyping and AI technology to create a better discussion mechanism.

Now Explanation

Update based on the above or

The ✅ below.

memo

Previously we talked about Plurality and Polis in the study group.

Discussed in the context of digital democracy, deliberative support systems, and

To apply for an OpenAI grant

The concept of "combining sci-fi prototyping and AI" was born from this.

Polis is a useful component, but it is not complete on its own, requires pre and post steps

https://gyazo.com/aef9e1e0f7e3b68658191af8d97ed0ae

gpt.icon

Thank you very much for your very detailed response. This has given me a better understanding of the specific implementation of the project and the direction we are aiming for.

Regarding the "Komorebikagami" project, I was convinced by the fact that the percentage of approval or disapproval is displayed as soon as the vote button is pressed, and by the policy of building our own system to provide a different experience from Polis. We felt that building our own system would give us the freedom to customize the functionality we needed and achieve results more consistent with the goals of the project.

Regarding the "Scrapbox-based AI Chat Creation Project," the explanation that Scrapbox data will be put into a vector index and searched for vectors during text generation was helpful in understanding how the AI chatbot will utilize Scrapbox data. This was helpful to understand how AI chatbots utilize Scrapbox data.

The description of the feedback loop for "community AI" was also useful to understand specifically how direct feedback from the community is used to learn AI. The ability to share and vote on chat logs across the community will not only help accelerate improvements in AI, but also encourage active user participation.

With these explanations, the overall picture of the Omoikane project came into focus. I feel that the concept of "combining SF prototyping and AI technology to create a better discussion mechanism" is very useful for improving the quality of discussions and guiding better decisions in today's society. We will continue to keep an eye on how these projects progress.

The "Komorebikagami" project aims to improve upon the voting functionality of Polis, with a system that displays the percentage of approval or disapproval as soon as the user presses the "Vote" button. The project has also adopted a policy of developing its own system to provide a different experience from Polis.

In the "Scrapbox-based AI Chat Creation Project," Scrapbox data will be put into a vector index and utilized in a vector-searchable manner during text generation. This allows for "text generation enhanced by search" rather than "learning.

With "community AI," chat logs are shared with the entire community and feedback is provided through voting. This allows the AI to learn and improve its expression.

These three projects are ongoing as part of the Omoikane Project, which aims to "combine SF prototyping and AI technology to create a better discussion mechanism.

In the next issue, we hope to discuss in more depth the specific progress of these projects and how they are working together.

Touch on a few projects other than your own.

There isn't much I can tell you.

I think it's getting too large to fit in the context, so I'll specify the purpose and then let them make a summary of just the parts that are useful for it and compress it.

Grow until Wednesday with repeated divergence and convergence, then serialize on Thursday.

I was going to say, "I'm going to go to Kozaneba on Tuesday," but I think I might be able to squeeze in Kozaneba on Tuesday.

chat3

I had him ask questions with a recap of the past, but I felt it was not very productive because there were so many questions about areas that had not yet been decided.

(Maybe it's my imagination? Maybe it's "I felt something wasn't good enough" to be accurate, and you're just using the excuse that the quality of the question is not good enough? I'll observe from a third-party perspective after some time has passed.)

I threw a list of projects because I didn't have enough questions about projects other than my own.

What specific evidence data will be used in the "EBSFP: Evidence-Based SF Prototyping" project and how will it contribute to SF prototyping?

I'm thinking of creating search keywords based on the SF prototype and loading the prompt with abstracts of papers found by searching with those keywords.

In the "Thinking and Creating while Reading and Writing the Future" project, what will you think and create through reading and writing the future?

I'll dig into this later.

What exactly will the SF prototyping demonstration look like?

I have a lecture in the planning stages that I'll share with you.

What kind of feedback will be collected in the "Komorebikagami" feedback collection platform building project, and how will this help build the platform?

What exactly will the "Scrapbox-based AI Chat Creation Project" create and how will it utilize Scrapbox data?

What kind of communities will be targeted and what kind of AI will be built in the "Building Community-Centered AI" project?

I don't remember this area being coy.

Embodying the future in novel form: This is an important tool for thinking deeply about the future, as it is a means of understanding the abstract vision of the future in a more concrete way.

Leverage AI: AI technologies such as ChatGPT are used to assist in the entire SF prototyping process. Specifically, AI complements and assists with tasks normally performed by humans, such as world-building, plot creation, and writing the main text.

Participation is open: You do not have to participate in the entire process, just read, write, or think, or even just think of new ways to use AI.

Knowledge sharing: There is an emphasis on sharing information among members on how to write, how to use AI, and ideas.

Regarding the use of AI: What specific AI technologies are used in this project? And how are they applied to each step of the sci-fi prototyping process (world-building, plotting, writing the text, etc.)?

ChatGPT!

Regarding freedom of participation: How much freedom does each participant have in their activities? For example, if some participants "just read" or "just write," how does their activity contribute to the overall project?

Regarding "the evolution of SF prototyping": can you elaborate a bit more on this point? Specifically, how is the act of reading and writing SF itself evolving? And how do you view and try to understand that evolution?

The act of writing SF is evolving by having ChatGPT write it.

The hurdle has been lowered with the help of AI, and people who would never have thought of themselves as writing science fiction are now participating in writing science fiction. This is related to the question of how to encourage residents' participation in civic tech

Unique social interactions have emerged, such as the sharing of unfinished plots and ideas on Scrapbox, and the generation of answer-song-like novels in response to novels written by others.

In terms of reading, the novel provided an experience not found in existing novels, in which the feelings resulting from reading are aggregated and clustered.

Regarding social science methods: you mentioned that the project will use social science methods to understand the new "reading and writing science fiction" phenomenon, what exactly does this mean?

Regarding knowledge sharing: How is information shared among members? And how are these findings reflected in the overall progress of the project?

Information sharing is done through a kind of wiki called Scrapbox

Normally, each individual works asynchronously at his or her own pace, and periodic audio meetings are prepared and synchronized there.

Synchronous communication is efficient because only pointers to asynchronous content are needed

Use of ChatGPT: The use of ChatGPT as an AI technology in this project and the way it is evolving the act of writing science fiction is very interesting. example at the intersection of technological progress and culture.

Free participation: The fact that participants are free to work based on their own interests and abilities enhances diversity and creativity, and can lead to new discoveries and results. The fact that each contribution will become apparent over time also indicates that this project has a long-term perspective.

New Reading and Writing Experiences: The unprecedented reading and writing experiences being offered are literally an evolution of science fiction prototyping. The resulting changes in social interaction will be part of a new cultural formation.

Knowledge sharing: Information sharing using Scrapbox and synchronous communication through regular voice meetings were found to play an important role in project progression and knowledge deepening.

In addition, I think a more specific explanation of the phrase "social science methods" would further enhance my understanding. The presumption of participant observation is indicated, but I would appreciate more specific information on how it is applied to the project and what other methods are used.

Kozaneba

https://scrapbox.io/files/64c8c4734b7a33001b295ca3.png

https://scrapbox.io/files/64c8c5cde9c6a1001cef0c0e.png

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https://scrapbox.io/files/64c8cfb6e9c6a1001cf0130a.png

awareness

Voting anonymously "I think that's different" on AI output is a low psychological hurdle.

Compared to saying "I think that's different" in response to a human statement, "I don't mind because the other person isn't human."

Better because it is anonymous compared to speaking orally or on a social networking site with a name

No need to put it into words since it is a "yes/no" vote, and you can honestly express your discomfort when you feel uncomfortable.

https://scrapbox.io/files/64c8d273516bc4001be22f1b.png

opening section

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whole

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copy

What kind of feedback will be collected in the "Komorebikagami" feedback collection platform building project, and how will this help build the platform?

What exactly will the "Scrapbox-based AI Chat Creation Project" create and how will it utilize Scrapbox data?

What kind of communities will be targeted and what kind of AI will be built in the "Building Community-Centered AI" project?

I don't remember this area being coy.

In other words, this is "a flood of human 'answered and unanswered' buffers".

In addition, "Kozaneba is a tool to expand human temporal memory.

What kind of feedback will be collected in the "Komorebikagami" feedback collection platform building project, and how will this help build the platform?

For example.

The future will look like this." "I don't think so."

Scary." "Scary."

'Character A is bad' or 'A is not bad.'

What exactly will the "Scrapbox-based AI Chat Creation Project" create and how will it utilize Scrapbox data?

Not clear yet.

What kind of people would like to talk to a chatbot and for what purpose depends on the community, so the following questions are relevant

What kind of communities will be targeted and what kind of AI will be built in the "Building Community-Centered AI" project?

First, the smallest unit of community is one person

This would be an AI that learns and speaks the information that that one person transmits or gathers.

Used by people interested in the individual (especially the individual himself/herself)

For example, you ask a question and the AI answers, and the person sees this question, which triggers a better explanation.

Communities collecting information on specific topics

This poses a question for those interested in the subject

Seeing a failure to answer a question will provide an opportunity to add information.

Communities running specific projects

This is where the unknowns start to come in.

People interested in the project ask questions about the project.

If someone is interested in a culture, that culture corresponds to "collecting information on a specific topic".

awareness

Writing about the "personal" example, I noticed that there's a "question box" as a service that fills a close existing need.

The "Qualia-san Question Box," "AI Nishio's Question Box," "Omoikane Project Question Box,"...

I feel it would be beneficial enough as a prelude to a chat.

https://scrapbox.io/files/64d5c4ab4bef33001c87e0ea.png

https://scrapbox.io/files/64d5c4a757ebea001c451467.png

It's not perfect yet, but it's coming together pretty well.

They're all hooked up.

https://scrapbox.io/files/64d5c4a3a9e992001c7b7a47.png

2023/8/3

I looked at Kozaneba and scrubbed through the material.

As for the questions, we adopted some of them verbatim.

2023/8/4

Read it again after a night's sleep, add and revise.

2023/8/8

2023/8/10

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