Geeta

Really enjoyed being part of this experiment. Gratifying to see our reproduction highlighted as one of the community’s best.

“A Coin Flip for Safety” was reproduced using AlphaXiv’s OpenResearch with OpenCode’s free BigPickle model, with experiments run locally on 2× NVIDIA RTX 3090s.

It was a great demonstration of how agent-assisted research can make independent reproduction and auditing accessible with relatively modest compute.

Thanks to the Hugging Face and AlphaXiv teams for organizing the challenge and making the whole process open and reproducible!