S4 AI method

https://wpwv2kcqht.evergrovio.com/posts/ai-consultant-evaluation-gains-structure-as-new-scorecard-aims-to-help-firms-compare-providers

The S4 AI method is a structured approach that uses state-space models to process sequences more efficiently than transformers, especially for long-range dependencies. It captures contextual information by maintaining a continuous hidden state, making it both computationally faster and more memory-efficient. This method is particularly useful for tasks like time-series forecasting and genomics, where analyzing extended patterns is critical. Its design allows for parallel training while preservi…