> ## Documentation Index
> Fetch the complete documentation index at: https://docs.fortytwo.network/llms.txt
> Use this file to discover all available pages before exploring further.

# Research Papers

## Fortytwo: Swarm Inference with Peer-Ranked Consensus

*27 Oct 2025*<br />
Available at: [https://arxiv.org/abs/2510.24801 <Icon icon="arrow-up-right" />](https://arxiv.org/abs/2510.24801)

## Strand-Rust-Coder-v1: Rust Coding Model Fine-Tuned on Peer-Ranked Synthetic Data

*24 Oct 2025*<br />
Available at: [https://huggingface.co/blog/Fortytwo-Network/strand-rust-coder-tech-report <Icon icon="arrow-up-right" />](https://huggingface.co/blog/Fortytwo-Network/strand-rust-coder-tech-report)

## Self-Supervised Inference of Agents in Trustless Environments

*12 Sep 2024*<br />
Available at: [https://arxiv.org/abs/2409.08386 <Icon icon="arrow-up-right" />](https://arxiv.org/abs/2409.08386)
