What is Neuro-Symbolic AI
What is Neuro-Symbolic AI (NSAI)? NSAI is the strategic fusion of modern deep learning (neural) with classical, rule-based systems (symbolic) to create AI models that are both powerful and transparent. Quick Takeaways: Solves the Black Box: NSAI eliminates the transparency problem inherent in
What Are Knowledge Graphs? The Foundation of Symbolic AI
A Knowledge Graph (KG) is a system that maps concepts and facts into a network of entities and relationships, providing a structured foundation for AI reasoning. Unlike traditional databases, KGs represent information in a flexible structure that mimics human understanding, allowing machines to
AI Reasoning Explained: Logic, Sub-Symbolic Models, and Neuro-Symbolic AI
What Is AI Reasoning? How Machines Learn to Think AI reasoning refers to a machine’s ability to draw logical conclusions, make decisions, or solve problems-mimicking the process of human inference. But how exactly does artificial intelligence “reason”? And how do we train it