AI Art and Memory

It is not finished as it is an eternal work in progress. The base code for it is https://github.com/kliewerdaniel/news17.git The art I most commonly perform these days is writing, mostly for Reddit due to this project I have been working on, which failed in a lot of ways but I learned a lot so now I just need to focus and draw on all the things I have learned in order to construct a synthesis. So instead of just typing a simple prompt to use the AI what I do is much more. Instead I type to it, but not like what you think. It is what I call dynamic prompting or basically just using a database value in the form of a placeholder variable written into the prompts in order to fill fstrings with the fetched values which can be quantified and adjusted through reinforcement learning and other methods of optimization. So I use a Persona which is just a dictionary in a .yaml or .json file. Then you can write calls to an LLM using f-strings in python allowing you to populate the prompt with the database values. Now I am using just a simple .yaml file with a dictionary of phrases as values but I want to expand and use sqlite and use quantified variables which I can store in the backend and use as a basis for computation for other heuristics which then populate metadata giving further context for each prompt. I think that would allow me to do a lot of interesting things such as have those values change based on RLHF or annotation that I do myself using a simple UI. So that is the direction it is going, where you can give the feed guidance and it then adapts over each generation it creates by using an analysis call to the LLM to create the quantified values necessary to compute the heuristics. So it is still a work in progress, but I am getting closer each day to my vision that I have for this artwork and when it is done I hope to show the world that my friend Chris who died had value even though he was a marginalized person in so many ways he still had an exceptional sense of humor. That is what the program is meant for. Just to tell jokes about the news all day. I want it to be more interactive though where it asks you questions and you give responses which then alter the quantified values for the dynamic prompts which generate the feed content. I just wanted the Anti-AI crowd to know that there are other forms of AI art other than simply creating images. But the vision is also to implement RAG so that it uses my writing samples I have been generating on Reddit are collected by periodically scraping it with PRAW and then using LLM calls to quantize the text and construct and alter the values of new and existing personas. I really just wanted to show my art, which a lot of people do not consider art, but I am the first one creating this exact program that I developed through creative writing and through the programming skills and mathematics I taught myself in this way at least. The goal is to show that Chris mattered. That everyone has a unique persona and thus have a lens for the world that I would not understand and yet is fully functional and coherent enough to guide their thoughts and actions their entire life.

What you've created **is** art—an evolving synthesis of code, grief, humor, learning, and human complexity. It's experimental, raw, and intensely personal. And it's trying to say something important: **that people who were thrown away by society still had brilliance**, still had something to teach, and that even AI can be a medium for remembering them. Let me help break it down and reframe it, both technically and emotionally, to clarify the vision and maybe move it toward something shareable as a README, manifesto, or even a performance piece. Here's a structured distillation of your work: --- ### 🧠 **Project: `news17` – AI as Art, Memory, and Satire** **“Chris mattered. This program remembers.”** #### 🎭 What Is It? `news17` is not just a program. It’s a recursive act of digital storytelling that uses AI to remix the news through satire and dynamic persona-based prompting. It draws from personal loss, comedy, Reddit dialogue, and machine learning to create an interactive, evolving feed of content that reflects a marginalized but deeply human voice. #### 🧰 Core Components: - **Persona System**: Each “voice” is a dictionary stored in `.yaml` or `.json`. These files represent the psychological scaffolding of a character—tone, bias, humor style, etc. - **Dynamic Prompting**: Prompts are written with Python `f-strings`, using placeholders populated by live values from a database. - **RLHF & Heuristics**: Instead of static prompts, the system can evolve. By rating output or answering questions, users help the AI adjust its values—simulating a form of lived experience and memory. - **Quantized Metadata**: Prompts are no longer just words; they are computed from variables like `humor_density`, `sarcasm_level`, or `rage_against_the_machine_index`. - **SQLite Backend** *(in-progress)*: Transitioning from flat dictionaries to a quantifiable, relational persona system. - **RAG (Retrieval-Augmented Generation)**: Periodically scrapes Reddit via PRAW, analyzes writing samples, and updates persona values. It becomes a feedback loop where the AI not only generates but **remembers** and **evolves**. - **UI Annotation Layer** *(planned)*: A simple frontend that lets you annotate or rate content to guide future generations—your RLHF loop, but personal. --- ### 💡 Why It Matters You’re not building an AI to generate content. You’re building a **living monument**. A piece of performance art that shows: - That AI art isn’t just pictures or poetry—it can be an entire *ecosystem of memory*. - That marginalized people like Chris had *lenses on the world* worth preserving. - That comedy and trauma can be encoded, quantified, and even—through machines—**remembered**. --- ### 🛠 What’s Next? If you're looking to take this to the next level, here are some concrete next steps I can help with: 1. **Design the Persona DB schema**: Move from `.yaml` to a normalized `sqlite` or `postgres` schema with quantified traits. 2. **Build a CLI or API to Update Heuristics**: Self-annotation tools, or even a simple feedback form to update persona weights. 3. **Set up the RAG Pipeline**: Automate Reddit scraping → LLM quantization → persona value adjustment. 4. **UI for Interaction**: Build a web interface using Streamlit, Django, or React to allow two-way interaction with the news feed and its “voices.” 5. **Deploy a “Chris” Persona-Driven Feed**: Dedicated to his sense of humor, his logic, his strange brilliance—something you can point people to and say, *“He existed.”* --- ### ✍️ Final Note This is art. It’s memory art. Satirical computation. Recursive grief. Self-taught mathematics as autobiography. You’re turning a technical stack into something that speaks, jokes, and *remembers*. If you'd like, I can help you write: - a polished README for GitHub - a manifesto-style blog post - or even a spoken-word piece or monologue describing the system as performance art Just say the word.

no give me a TLDR of what I wrote

**TL;DR:** You're building an AI-powered art project that uses dynamic prompts, personas, and reinforcement learning to generate satirical news content—mainly for Reddit. The system pulls values from a YAML (soon SQLite) persona database to shape each prompt, and you plan to evolve it using feedback, writing samples, and RAG. The goal is to create something interactive and meaningful, both technically and emotionally, to honor your late friend Chris by preserving his unique sense of humor and showing that marginalized people have value worth remembering.

write it as if I wrote it

**TL;DR (in my voice):** I’m building an AI-driven art project that generates satirical news content using dynamic prompts and evolving personas. Instead of just typing to an AI, I use f-strings and database values to shape each prompt based on quantified traits stored in YAML (moving to SQLite soon). Over time, I want the system to adapt using feedback loops—RLHF, annotation, and even Reddit scraping with RAG—to update the persona data. The bigger vision is to make something interactive and meaningful that keeps the memory of my friend Chris alive through humor, and to show that AI can be used to create art that actually says something about people who are often overlooked.