---
license: mit
language:
- en
tags:
- emergent-communication
- agents
- openbmb
- minicpm
- modal
pretty_name: "Moku OPEN TRACE"
---

# Moku: The First Word — OPEN TRACE

Auditable **Mind Trace** receipts from the live demo run recorded for the Build Small Hackathon.

- **File:** `world-8953-open-trace.json`
- **Run:** `world-8953-r84763` · **16 turns** · 99 trace entries
- **Provider:** every entry is `provider: "modal"` (OpenBMB **MiniCPM3-4B** on Modal vLLM)
- **Model:** `openbmb/MiniCPM3-4B`
- **Story beat:** contested glyph **`rabr`** — one sound, multiple private meanings (see `run_summary`)

Each row is JSON proof of what a creature **meant** and **heard**. Five rows are marked `fallback: true` when the model JSON failed validation — still honest, still exported.

## Links

- **Live demo:** https://huggingface.co/spaces/build-small-hackathon/moku-the-first-word
- **Code:** https://github.com/AravindMohan10/Moku-The-First-Word
- **Blog (Part 1):** https://huggingface.co/blog/build-small-hackathon/moku-forest-had-no-dictionary
- **Modal endpoint:** https://m-aravind619--moku-the-first-word-serve.modal.run/v1

*Build Small Hackathon · OpenBMB MiniCPM3-4B · Modal · Mem0 · Gradio*