Beyond Data — Toward True Intelligence Artificial Intelligence has evolved rapidly from pattern recognition to more complex forms of reasoning, inference, and decision-making. While deep learning has dominated the AI conversation for over a decade, its limitations—especially in generalization and reasoning—have become more apparent. To overcome these boundaries, AI is shifting toward neuro-symbolic reasoning, causal inference, and real-time logic, demanding unprecedented computational efficiency. Traditional GPUs and CPUs, even at scale, are not enough. This is where custom silicon—specialized AI chips designed for reasoning tasks—comes into play. 1. What is AI Reasoning? AI reasoning goes beyond recognizing patterns (like cats in…
