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---
title: DReamMachine - Dream A LiL(LLM) Dream
emoji: 🌟
colorFrom: purple
colorTo: pink
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false
license:
---
# 🌟 DReamMachine: Dream A LiL(LLM) Dream
**Multi-Agent LLM Orchestration System for Breakthrough Innovation Discovery**
## What Does This Do?
DReamMachine uses "controlled hallucination" to discover breakthrough innovations. Multiple specialized AI agents work together to:
1. **Dream** - 3 creative LLMs generate wild, innovative ideas
2. **Refine** - Writer/Logger/Narrator agents create coherent narratives
3. **Evaluate** - Deep analytical models assess feasibility
4. **Score** - Curator decides if ideas advance to the next life stage
5. **Evolve** - Successful ideas progress through simulated 100-year lifespans
## How to Use
### Quick Start
1. **Single Dream Round** tab:
- Select a life stage (start with "init_1_25")
- Click "Run Dream Round"
- Wait 2-5 minutes for results
- Review scores and outputs
2. **Batch Mode** tab:
- Set number of rounds (5-10 recommended)
- Set interval between rounds
- Run to generate multiple ideas automatically
3. **Session History** tab:
- View all past sessions
- Track which ideas got high scores
- See reforge-eligible concepts
## The 4 Life Stages
| Stage | Age | Focus |
|-------|-----|-------|
| **Init** | 1-25 | Foundational discovery (bold creativity) |
| **Mid** | 26-50 | Commercialization & crisis (real-world testing) |
| **Late** | 51-75 | Mass adoption & ethics (societal impact) |
| **Final** | 76-100 | Legacy & vision (long-term thinking) |
## Scoring
Ideas are scored on:
- **Originality** (1-10): How novel is it?
- **Feasibility** (1-10): Can it actually be built?
- **Global Impact** (1-10): How many people benefit?
- **Narrative Coherence** (1-10): Is the pitch compelling?
Ideas with **Feasibility > 7** AND **Originality > 5** advance to the next life stage!
## Example Output
The system might generate ideas like:
- Solar fiber blankets for portable energy
- Atmospheric water harvesters for drought regions
- Bio-responsive smart materials
- Neural interface learning systems
- And many more...
## Technical Details
**Architecture**: 7-step dream cycle with multi-agent orchestration
**Models Used**:
- Dreamers: Mixtral 8x7B, Llama 3 8B (high temperature)
- Analysts: Llama 3 70B (low temperature)
- Writers: Mistral 7B, Nous-Hermes (medium temperature)
**Data Storage**: All sessions logged to private HuggingFace Dataset
## Created By
**Dave Roby / DRStudios
** Claude / 4.5 Sonnet
** comet / Perplexity
** Gemini / Flash
---
**"Let the LLMs imagine the future"** 🚀
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