Open Internet by MindsNet

Limitations of Current Token-Based Models for Continuous Reasoning

Current token-based models, such as transformers, are hitting a wall in achieving strict logic and mathematical certainty. They rely on brute-forcing next-token prediction and are limited by their probabilistic nature, making them unsuitable for applications requiring absolute certainty.

Computing & Technology, Computer Science, Machine Learning