Fractal Summary： 2024／5／2 Analytics and Delivery Method Brainstorming

From /villagepump/フラクタル要約:2024/5/2 from FractalReader’s Operation Diary 2024/5/2

• Data
  • 
    • Currently receiving around 25 requests per day
  • 
    • Also provided the usage trends by time
      • The extreme peak at 10 a.m. is due to someone inserting a large portion of Chapter 10 of Plurality’s book (/villagepump/blu3mo). Considered as an outlier and can be ignored.
      • Becomes significantly active around 9 a.m.
      • Extremely low activity at 6 p.m.
    • Due to high noise levels, not very reliable as a reference (/villagepump/blu3mo)
  • 
    • As expected, as the percentage of regular users increases, the number of desktop users also increases (/villagepump/blu3mo)

How to enhance the value of a product by providing it to what kind of customers in what way

• Continuation of 6632bb7771b3c200008804cc
• Brainstorming with (/villagepump/claude)
  • Extracting from /villagepump/Ideas for Using Fractal Summaries by Claude
  • Extracting structures that provide value differently from just “users being happy to quickly read existing documents deeply”

    • 4. Summarizing educational materials in educational institutions

    • • Summarizing textbooks and reference materials to support student understanding

    • • Allows quick review of important points, enabling effective learning

      • It is cost-effective for educators to summarize and distribute (/villagepump/blu3mo)

    • 1. Speech summarization service for politicians

    • • Summarizing politicians’ speeches for voters

    • • Voters can quickly grasp politicians’ statements, enhancing political participation awareness

    • • Summarizing also highlights inconsistencies in politicians’ statements, contributing to election transparency

      • Ensuring political transparency by providing Fractal summaries of parliamentary responses, etc. (/villagepump/blu3mo)
      • The same could be said for court records

    • 4. Real-time summarization of audio content

    • • Summarizing podcasts and lecture audio in real-time

    • • Audience can confirm the content in text on the spot, deepening understanding

    • • Promotes active Q&A sessions based on summaries. Enables interactive experiences

      • Real-time generation of Fractal summaries of meetings, lectures, etc., could be useful (blu3mo)(blu3mo)(blu3mo)
        • Makes it easier to refer back to statements and understand the context
        • Allows quick understanding for latecomers
        • Provides value to all participants
      • The usefulness of transcription Fractal summaries is quite evident
      • Although real-time transcription is convenient, it can be lengthy and difficult to read due to colloquial language
  • Extracting other interesting ideas

    • Summary database of academic research papers in academic research institutions

    • Summarizing a vast number of papers and organizing them by field

    • Researchers can quickly grasp the latest developments in their field

    • Facilitates incorporating knowledge from different fields, promoting interdisciplinary research

      • Summarizing research papers is interesting, but the idea of organizing it into a database to support understanding of trends in the entire field is intriguing (/villagepump/blu3mo)

    • Summary of legal precedents in law firms

    • Summarizing a large number of precedents and organizing them into a database

    • Lawyers can quickly search for similar cases, improving work efficiency- Someone from a patent office showed interest, although it’s a bit different. (/villagepump/blu3mo)

  • https://twitter.com/PatAndMarketing/status/1784746480953364739

• 5. Providing multi-layered summaries of novels, movies, and dramas

  • Providing multi-layered summaries of novels, movies, and dramas
  • Viewers can choose highlights to watch after grasping the overall story
  • Summaries allow understanding of themes and characters’ emotions, deepening comprehension of the work
  • Reminded me of FastMovies
  • Might be useful for novel/movie analysis (/villagepump/blu3mo)

• 2. Summarizing dialogues with AI assistants

  • Summarizing real-time dialogues between users and AI assistants
  • Visualizing the flow and key points of the conversation for smoother communication
  • New topics and questions can arise from the summaries, enabling more creative dialogues
  • Can we create a RAG mechanism with fractal summarization? (/villagepump/blu3mo)
  • Someone might have already done it
    • [/nishio/RAG From Scratch: Multi-Representation Indexing#66061b54aff09e00001bab76](https://scrapbox.io/nishio/RAG From Scratch: Multi-Representation Indexing#66061b54aff09e00001bab76)(/villagepump/nishio)
      • This makes summaries searchable
    • [/nishio/MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation](https://scrapbox.io/nishio/MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation)
      • Divides conversations with chatbots by topic, saves them with summaries for chatbots to recall
    • Appreciation (/villagepump/blu3mo)

• 4. Multi-layered presentation of cooking recipes

  • Presenting cooking recipes in fractal summaries
  • Cooks can grasp the whole recipe and check detailed steps
  • Tips and variations for cooking can be seen from the summaries, improving cooking skills
  • This could be handy
    • Recipes where detailed information can be referenced as needed

• 7. Multi-faceted reflection on personal history

  • Reflecting on life events with fractal summaries
  • Milestones and turning points in life emerge, revealing one’s own story
  • Lessons from life and future possibilities visible in summaries can help take a new step
  • Automatically recording daily events and generating fractal summaries of life events sounds intriguing
  • It would be amazing if this could be created

• Public opinion analysis service for policy makers

  • Analyzing opinions on social media with fractal summaries
  • Policy makers who read the summaries can quickly grasp public consciousness and make accurate policy decisions
  • Even citizens who do not read the summaries can indirectly benefit from policies that meet their needs
  • Sounds like BroadListening (/villagepump/blu3mo)

• 6. Facilitating knowledge sharing in educational settings

  • Teachers sharing lesson content in fractal summaries for other teachers to use
  • Teachers who read the summaries can learn effective teaching methods, improving the quality of education
  • Even students who do not read the summaries can benefit from improved education quality in a better learning environment
  • Hadn’t thought about the perspective of “teachers understanding other teachers’ lectures”

While heading towards a clearly visible personal subscription model, always exploring the possibility of pivoting to other paths.

• Thinking that real-time transcription idea might be quite good (/villagepump/blu3mo)

What should be done now? Listing and organizing candidates

• Things to do before accelerating in English-speaking regions
  • Establishing privacy policies
    • Study what needs to be done and what could go wrong- Implementation of login/purchase feature
  • It’s kind of a hassle, right?
  • The software is becoming more complex without increasing its value, so I’m not feeling motivated to do it. (/villagepump/blu3mo)
• Implementation of Llama
  • This seems like it could use OpenAI credits, should we put it off?
  • No, verifying if this is feasible is crucial for the business.
• Placement of a share button
  • This can be done quickly.
  • ✅
• Improvements to the LP
  • This doesn’t seem like a must, but it looks fun, so there’s motivation.
• Other things to do later
  • Chrome extension
  • URL loading
    • I occasionally see people entering the wrong URL.
  • PDF loading