I largely share Yann LeCun’s perspective that scaling LLM-based approaches will eventually hit a plateau, and that a paradigm shift will be necessary. While the

I largely share Yann LeCun’s perspective that scaling LLM-based approaches will eventually hit a plateau, and that a paradigm shift will be necessary. While there is ongoing debate about what that next paradigm should be, I outline my own views on the subject in this paper [1]. [1] https://www.researchgate.net/publication/381009719_Hydra_Enhancing_Machine_Learning_with_a_Multi-head_Predictions_Architecture https://www.researchgate.net/publication/381009719_Hydra_Enh...