haico: human–AI collaboration

This repository contains the official implementation of Confidence-weighted integration of human and machine judgments for superior decision-making, part of the BrainGPT project.

Usage

To run the code, you need to clone and install this repository locally, e.g., in the command line, run:

git clone https://github.com/braingpt-lovelab/haico.git
cd haico
pip install -e .

Attribution

If you use haico consider citing our manuscript.

@article{YanezEtAl2026,
  author    = {Y{\'a}{\~n}ez, Felipe and Luo, Xiaoliang and Valerio Minero, Omar and Love, Bradley C.},
  title     = {Confidence-weighted integration of human and machine judgments for superior decision-making},
  journal   = {Patterns},
  year      = {2026},
  volume    = {7},
  number    = {2},
  publisher = {Elsevier},
  issn      = {2666-3899},
  doi       = {10.1016/j.patter.2025.101423},
  url       = {https://doi.org/10.1016/j.patter.2025.101423}
}