---
title: FrontierLab Research Intelligence
emoji: 🔬
colorFrom: gray
colorTo: blue
sdk: docker
app_port: 7860
pinned: false
---

# FrontierLab — Scientific Research Intelligence

Meta Global AI Developer Hackathon 2026 | Indie Developer · Push the Frontier

This Docker CPU Space runs the five-stage Streamlit research interface, synthetic audits, published-run records and Europe PMC retrieval. The interface shows the deployed source revision. Application files are uploaded as a fixed snapshot; container builds do not fetch a moving GitHub branch.

The two recorded core-extraction claims have explicit researcher SUPPORTED judgments. The separate 12-case literature pilot still awaits human annotation. Recording those judgments does not generate hypotheses, select a method or approve a plan.

An optional NVIDIA-hosted Meta Muse Glimmer backend requires the Space owner's server-side configuration and session consent. Deployment does not copy a NVIDIA credential or enable inference. The same-host local model is not provided by this CPU image.

Source: https://github.com/Jaycee871/FrontierLab-Meta-Hackathon-2026

License: original code and documentation are MIT (`LICENSE`); third-party material, including optional Llama 3.1, Liquid AI LFM and DetectorScope/Gemma terms, keeps its own licence (`NOTICE`). Both files ship with this Space.

Backend setup and verified scope: https://github.com/Jaycee871/FrontierLab-Meta-Hackathon-2026/blob/main/docs/NIM_RESEARCH_BACKEND.md

A running interface is not evidence of a completed live scientific workflow or formal competition submission.