https://github.com/neelsoumya/science_fiction_llm

ai science-fiction superintelligence

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Using science fiction to reconceptualize AI

README

# science_fiction_LLM

## Introduction

Using science fiction to reconceptualize AI and superintelligence using Large-Language Models (LLMs).

## Installation

```R
pip install -r requirements.txt

mkdir -p /home/codespace/.local/lib/python3.12/site-packages/google/colab

```

Add a new file called `.env` and type in the following:

```R
OPENAI_API_KEY = ""
```

Create a `.gitignore` file and add the following

.env

You can then execute the following notebooks in Github codespaces or Google Colab.

## Files

`RAG_sciencefiction_superintelligence_SB.ipynb`: Notebook with RAG for reenvisioning superintelligence with science fiction

`papers` folder has documents for RAG

`.jinja` files have system prompts for querying the LLM

`.txt` files have logs for the output of LLMs

`simple_agent_ag2.ipynb`: Simple agent to call OpenAI and ask it to re-envision AI repeatedly

`deep_research_agent_ag2.ipynb`: DeepResearch agent to re-envision AI

`deep_research_agent_ag2_lifeaswedonotknowit.ipynb`: DeepResearch agent to re-envision life as we do not know it

https://github.com/neelsoumya/science_fiction_LLM/blob/main/deep_research_agent_ag2_lifeaswedonotknowit.ipynb

## Citation

Re-Envisioning Superintelligence using Generative AI and Science Fiction, First International Superintelligence Conference (SiC25), 2025

https://github.com/neelsoumya/paper_preprints/blob/master/AI_scifi_superintelligence.pdf

## Acknowledgements

Accelerate Programme for Scientific Discovery

## Contact

Soumya Banerjee

sb2333@cam.ac.uk