# Self Organizing Supply Chains for Micro-Prediction: Present and Future uses of the ROAR Protocol

arXiv: https://arxiv.org/abs/1907.07514 · HTML: https://mlsanity.com/paper/1907.07514/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 17 Jul 2019.

## Built on by (most cited first, 1 of 1)

- [AI Competitions and Benchmarks: Competition platforms](https://mlsanity.com/paper/2312.05185/) (2023)

## Abstract (arXiv)

A multi-agent system is trialed as a means of crowd-sourcing inexpensive but high quality streams of predictions. Each agent is a microservice embodying statistical models and endowed with economic self-interest. The ability to fork and modify simple agents is granted to a large number of employees in a firm and empirical lessons are reported. We suggest that one plausible trajectory for this project is the creation of a Prediction Web.