SmileyNet -- Towards the Prediction of the Lottery by Reading Tea Leaves with AI
<|reference_start|>SmileyNet -- Towards the Prediction of the Lottery by Reading Tea Leaves with AI: We introduce SmileyNet, a novel neural network with psychic abilities. It is inspired by the fact that a positive mood can lead to improved cognitive capabilities including classification tasks. The network is hence presented in a first phase with smileys and an encouraging loss function is defined to bias it into a good mood. SmileyNet is then used to forecast the flipping of a coin based on an established method of Tasseology, namely by reading tea leaves. Training and testing in this second phase are done with a high-fidelity simulation based on real-world pixels sampled from a professional tea-reading cup. SmileyNet has an amazing accuracy of 72% to correctly predict the flip of a coin. Resnet-34, respectively YOLOv5 achieve only 49%, respectively 53%. It is then shown how multiple SmileyNets can be combined to win the lottery.<|reference_end|>
@article{birk2024smileynet,
    title={SmileyNet -- Towards the Prediction of the Lottery by Reading Tea Leaves
  with AI},
    author={Andreas Birk},
    journal={arXiv preprint arXiv:2407.21385},
    year={2024},
    archivePrefix={arXiv},
    eprint={2407.21385},
    primaryClass={cs.AI cs.CV cs.CY cs.LG cs.RO}
}