Beyond LLMs and GenAI: explainable models for critical processes
The capabilities of modern artificial intelligence often seem like acts of magic. From recognizing images to driving vehicles, AI is transforming our world at an astonishing speed. However, this “magic” comes at a cost: most of these systems, based on artificial neural networks like LLMs, operate as “black boxes,” offering answers without explicit explanation of […]
AI black box, is it any clearer?
The concept of Artificial Intelligence (AI) is inherently bound to patterns. From its origins in Feed Forward Artificial Neural Networks (FFANN), AI models stand out in recognizing patterns and learning from them. This exceptional capability extends to the modern Large Language Models (LLMs), which, based on pattern learning, can provide accurate responses for any question […]