Tag: neuro-symbolic ai
Toward Cognitive AI: Integrating GPT Models with Symbolic Reasoning and Hybrid Cognitive Architectures
The emergence of Generative Pre-trained Transformer (GPT) models has revolutionized how machines handle language, offering human-like fluency, extensive knowledge, and remarkable adaptability. Yet, despite their sophistication, GPT models remain fundamentally statistical: they excel at pattern recognition but struggle with formal logic, precise reasoning, and reliability under constraints. To overcome these limitations, researchers and engineers are…